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PEP 0 – Index of Python Enhancement Proposals (PEPs) | peps.python.org Following system colour scheme Selected dark colour scheme Selected light colour scheme Python Enhancement Proposals Python » PEP Index » PEP 0 Toggle light / dark / auto colour theme PEP 0 – Index of Python Enhancement Proposals (PEPs) Author : The PEP Editors Status : Active Type : Informational Created : 13-Jul-2000 Table of Contents Introduction Topics API Numerical Index Index by Category Process and Meta-PEPs Other Informational PEPs Provisional PEPs (provisionally accepted; interface may still change) Accepted PEPs (accepted; may not be implemented yet) Open PEPs (under consideration) Finished PEPs (done, with a stable interface) Historical Meta-PEPs and Informational PEPs Deferred PEPs (postponed pending further research or updates) Rejected, Superseded, and Withdrawn PEPs Reserved PEP Numbers PEP Types Key PEP Status Key Authors/Owners Introduction This PEP contains the index of all Python Enhancement Proposals, known as PEPs. PEP numbers are assigned by the PEP editors, and once assigned are never changed. The version control history of the PEP texts represent their historical record. Topics PEPs for specialist subjects are indexed by topic . Governance PEPs Packaging PEPs Release PEPs Typing PEPs API The PEPS API is a JSON file of metadata about all the published PEPs. Read more here . Numerical Index The numerical index contains a table of all PEPs, ordered by number. Index by Category Process and Meta-PEPs PEP Title Authors PA 1 PEP Purpose and Guidelines Barry Warsaw, Jeremy Hylton, David Goodger, Alyssa Coghlan PA 2 Procedure for Adding New Modules Brett Cannon, Martijn Faassen PA 4 Deprecation of Standard Modules Brett Cannon, Martin von Löwis PA 7 Style Guide for C Code Guido van Rossum, Barry Warsaw PA 8 Style Guide for Python Code Guido van Rossum, Barry Warsaw, Alyssa Coghlan PA 10 Voting Guidelines Barry Warsaw PA 11 CPython platform support Martin von Löwis, Brett Cannon PA 12 Sample reStructuredText PEP Template David Goodger, Barry Warsaw, Brett Cannon PA 13 Python Language Governance The Python core team and community PA 387 Backwards Compatibility Policy Benjamin Peterson PA 545 Python Documentation Translations Julien Palard, Inada Naoki, Victor Stinner PA 602 Annual Release Cycle for Python Łukasz Langa 3.9 PA 609 Python Packaging Authority (PyPA) Governance Dustin Ingram, Pradyun Gedam, Sumana Harihareswara PA 676 PEP Infrastructure Process Adam Turner PA 729 Typing governance process Jelle Zijlstra, Shantanu Jain PA 731 C API Working Group Charter Guido van Rossum, Petr Viktorin, Victor Stinner, Steve Dower, Irit Katriel PA 732 The Python Documentation Editorial Board Joanna Jablonski PA 761 Deprecating PGP signatures for CPython artifacts Seth Michael Larson 3.14 PA 811 Defining Python Security Response Team membership and responsibilities Seth Michael Larson Other Informational PEPs PEP Title Authors IA 20 The Zen of Python Tim Peters IA 101 Doing Python Releases 101 Barry Warsaw, Guido van Rossum IF 247 API for Cryptographic Hash Functions A.M. Kuchling IF 248 Python Database API Specification v1.0 Greg Stein, Marc-André Lemburg IF 249 Python Database API Specification v2.0 Marc-André Lemburg IA 257 Docstring Conventions David Goodger, Guido van Rossum IF 272 API for Block Encryption Algorithms v1.0 A.M. Kuchling IA 287 reStructuredText Docstring Format David Goodger IA 290 Code Migration and Modernization Raymond Hettinger IF 333 Python Web Server Gateway Interface v1.0 Phillip J. Eby IA 394 The “python” Command on Unix-Like Systems Kerrick Staley, Alyssa Coghlan, Barry Warsaw, Petr Viktorin, Miro Hrončok, Carol Willing IF 399 Pure Python/C Accelerator Module Compatibility Requirements Brett Cannon 3.3 IF 430 Migrating to Python 3 as the default online documentation Alyssa Coghlan IA 434 IDLE Enhancement Exception for All Branches Todd Rovito, Terry Reedy IF 452 API for Cryptographic Hash Functions v2.0 A.M. Kuchling, Christian Heimes IF 457 Notation For Positional-Only Parameters Larry Hastings IF 482 Literature Overview for Type Hints Łukasz Langa IF 483 The Theory of Type Hints Guido van Rossum, Ivan Levkivskyi IA 514 Python registration in the Windows registry Steve Dower IF 579 Refactoring C functions and methods Jeroen Demeyer IF 588 GitHub Issues Migration Plan Mariatta IF 607 Reducing CPython’s Feature Delivery Latency Łukasz Langa, Steve Dower, Alyssa Coghlan 3.9 IA 619 Python 3.10 Release Schedule Pablo Galindo Salgado 3.10 IF 630 Isolating Extension Modules Petr Viktorin IF 635 Structural Pattern Matching: Motivation and Rationale Tobias Kohn, Guido van Rossum 3.10 IF 636 Structural Pattern Matching: Tutorial Daniel F Moisset 3.10 IF 659 Specializing Adaptive Interpreter Mark Shannon IA 664 Python 3.11 Release Schedule Pablo Galindo Salgado 3.11 IA 672 Unicode-related Security Considerations for Python Petr Viktorin IA 693 Python 3.12 Release Schedule Thomas Wouters 3.12 IA 719 Python 3.13 Release Schedule Thomas Wouters 3.13 IF 733 An Evaluation of Python’s Public C API Erlend Egeberg Aasland, Domenico Andreoli, Stefan Behnel, Carl Friedrich Bolz-Tereick, Simon Cross, Steve Dower, Tim Felgentreff, David Hewitt, Shantanu Jain, Wenzel Jakob, Irit Katriel, Marc-Andre Lemburg, Donghee Na, Karl Nelson, Ronald Oussoren, Antoine Pitrou, Neil Schemenauer, Mark Shannon, Stepan Sindelar, Gregory P. Smith, Eric Snow, Victor Stinner, Guido van Rossum, Petr Viktorin, Carol Willing, William Woodruff, David Woods, Jelle Zijlstra IA 745 Python 3.14 Release Schedule Hugo van Kemenade 3.14 IF 762 REPL-acing the default REPL Pablo Galindo Salgado, Łukasz Langa, Lysandros Nikolaou, Emily Morehouse-Valcarcel 3.13 IA 790 Python 3.15 Release Schedule Hugo van Kemenade 3.15 IA 801 Reserved Barry Warsaw IF 3333 Python Web Server Gateway Interface v1.0.1 Phillip J. Eby IF 8000 Python Language Governance Proposal Overview Barry Warsaw IF 8002 Open Source Governance Survey Barry Warsaw, Łukasz Langa, Antoine Pitrou, Doug Hellmann, Carol Willing IA 8016 The Steering Council Model Nathaniel J. Smith, Donald Stufft IF 8100 January 2019 Steering Council election Nathaniel J. Smith, Ee Durbin IF 8101 2020 Term Steering Council election Ewa Jodlowska, Ee Durbin IF 8102 2021 Term Steering Council election Ewa Jodlowska, Ee Durbin, Joe Carey IF 8103 2022 Term Steering Council election Ewa Jodlowska, Ee Durbin, Joe Carey IF 8104 2023 Term Steering Council election Ee Durbin IF 8105 2024 Term Steering Council election Ee Durbin IF 8106 2025 Term Steering Council election Ee Durbin IF 8107 2026 Term Steering Council election Ee Durbin Provisional PEPs (provisionally accepted; interface may still change) PEP Title Authors SP 708 Extending the Repository API to Mitigate Dependency Confusion Attacks Donald Stufft Accepted PEPs (accepted; may not be implemented yet) PEP Title Authors SA 458 Secure PyPI downloads with signed repository metadata Trishank Karthik Kuppusamy, Vladimir Diaz, Marina Moore, Lukas Puehringer, Joshua Lock, Lois Anne DeLong, Justin Cappos SA 658 Serve Distribution Metadata in the Simple Repository API Tzu-ping Chung SA 668 Marking Python base environments as “externally managed” Geoffrey Thomas, Matthias Klose, Filipe Laíns, Donald Stufft, Tzu-ping Chung, Stefano Rivera, Elana Hashman, Pradyun Gedam SA 686 Make UTF-8 mode default Inada Naoki 3.15 SA 687 Isolating modules in the standard library Erlend Egeberg Aasland, Petr Viktorin 3.12 SA 691 JSON-based Simple API for Python Package Indexes Donald Stufft, Pradyun Gedam, Cooper Lees, Dustin Ingram SA 699 Remove private dict version field added in PEP 509 Ken Jin 3.12 SA 701 Syntactic formalization of f-strings Pablo Galindo Salgado, Batuhan Taskaya, Lysandros Nikolaou, Marta Gómez Macías 3.12 SA 703 Making the Global Interpreter Lock Optional in CPython Sam Gross 3.13 SA 714 Rename dist-info-metadata in the Simple API Donald Stufft SA 728 TypedDict with Typed Extra Items Zixuan James Li 3.15 SA 739 build-details.json 1.0 — a static description file for Python build details Filipe Laíns 3.14 SA 753 Uniform project URLs in core metadata William Woodruff, Facundo Tuesca SA 770 Improving measurability of Python packages with Software Bill-of-Materials Seth Larson SA 773 A Python Installation Manager for Windows Steve Dower SA 793 PyModExport: A new entry point for C extension modules Petr Viktorin 3.15 SA 794 Import Name Metadata Brett Cannon SA 798 Unpacking in Comprehensions Adam Hartz, Erik Demaine 3.15 SA 799 A dedicated profiling package for organizing Python profiling tools Pablo Galindo Salgado, László Kiss Kollár 3.15 SA 810 Explicit lazy imports Pablo Galindo Salgado, Germán Méndez Bravo, Thomas Wouters, Dino Viehland, Brittany Reynoso, Noah Kim, Tim Stumbaugh 3.15 Open PEPs (under consideration) PEP Title Authors S 467 Minor API improvements for binary sequences Alyssa Coghlan, Ethan Furman 3.15 S 480 Surviving a Compromise of PyPI: End-to-end signing of packages Trishank Karthik Kuppusamy, Vladimir Diaz, Justin Cappos, Marina Moore S 603 Adding a frozenmap type to collections Yury Selivanov S 638 Syntactic Macros Mark Shannon S 653 Precise Semantics for Pattern Matching Mark Shannon S 671 Syntax for late-bound function argument defaults Chris Angelico 3.12 S 694 Upload 2.0 API for Python Package Indexes Barry Warsaw, Donald Stufft, Ee Durbin S 710 Recording the provenance of installed packages Fridolín Pokorný S 711 PyBI: a standard format for distributing Python Binaries Nathaniel J. Smith S 718 Subscriptable functions James Hilton-Balfe 3.15 I 720 Cross-compiling Python packages Filipe Laíns 3.12 S 725 Specifying external dependencies in pyproject.toml Pradyun Gedam, Jaime Rodríguez-Guerra, Ralf Gommers S 743 Add Py_OMIT_LEGACY_API to the Python C API Victor Stinner, Petr Viktorin 3.15 I 744 JIT Compilation Brandt Bucher, Savannah Ostrowski 3.13 S 746 Type checking Annotated metadata Adrian Garcia Badaracco 3.15 S 747 Annotating Type Forms David Foster, Eric Traut 3.15 S 748 A Unified TLS API for Python Joop van de Pol, William Woodruff 3.14 S 752 Implicit namespaces for package repositories Ofek Lev, Jarek Potiuk P 755 Implicit namespace policy for PyPI Ofek Lev S 764 Inline typed dictionaries Victorien Plot 3.15 I 766 Explicit Priority Choices Among Multiple Indexes Michael Sarahan S 767 Annotating Read-Only Attributes Eneg 3.15 S 771 Default Extras for Python Software Packages Thomas Robitaille, Jonathan Dekhtiar P 772 Packaging Council governance process Barry Warsaw, Deb Nicholson, Pradyun Gedam I 776 Emscripten Support Hood Chatham 3.14 S 777 How to Re-invent the Wheel Emma Harper Smith S 780 ABI features as environment markers Klaus Zimmermann, Ralf Gommers 3.14 S 781 Make TYPE_CHECKING a built-in constant Inada Naoki 3.15 S 783 Emscripten Packaging Hood Chatham S 785 New methods for easier handling of ExceptionGroups Zac Hatfield-Dodds 3.14 S 788 Protecting the C API from Interpreter Finalization Peter Bierma 3.15 S 789 Preventing task-cancellation bugs by limiting yield in async generators Zac Hatfield-Dodds, Nathaniel J. Smith 3.14 S 800 Disjoint bases in the type system Jelle Zijlstra 3.15 S 802 Display Syntax for the Empty Set Adam Turner 3.15 S 803 Stable ABI for Free-Threaded Builds Petr Viktorin 3.15 S 804 An external dependency registry and name mapping mechanism Pradyun Gedam, Ralf Gommers, Michał Górny, Jaime Rodríguez-Guerra, Michael Sarahan S 806 Mixed sync/async context managers with precise async marking Zac Hatfield-Dodds 3.15 S 807 Index support for Trusted Publishing William Woodruff S 808 Including static values in dynamic project metadata Henry Schreiner, Cristian Le S 809 Stable ABI for the Future Steve Dower 3.15 S 814 Add frozendict built-in type Victor Stinner, Donghee Na 3.15 S 815 Deprecate RECORD.jws and RECORD.p7s Konstantin Schütze, William Woodruff I 816 WASI Support Brett Cannon S 819 JSON Package Metadata Emma Harper Smith S 820 PySlot: Unified slot system for the C API Petr Viktorin 3.15 S 822 Dedented Multiline String (d-string) Inada Naoki 3.15 Finished PEPs (done, with a stable interface) PEP Title Authors SF 100 Python Unicode Integration Marc-André Lemburg 2.0 SF 201 Lockstep Iteration Barry Warsaw 2.0 SF 202 List Comprehensions Barry Warsaw 2.0 SF 203 Augmented Assignments Thomas Wouters 2.0 SF 205 Weak References Fred L. Drake, Jr. 2.1 SF 207 Rich Comparisons Guido van Rossum, David Ascher 2.1 SF 208 Reworking the Coercion Model Neil Schemenauer, Marc-André Lemburg 2.1 SF 214 Extended Print Statement Barry Warsaw 2.0 SF 217 Display Hook for Interactive Use Moshe Zadka 2.1 SF 218 Adding a Built-In Set Object Type Greg Wilson, Raymond Hettinger 2.2 SF 221 Import As Thomas Wouters 2.0 SF 223 Change the Meaning of x Escapes Tim Peters 2.0 SF 227 Statically Nested Scopes Jeremy Hylton 2.1 SF 229 Using Distutils to Build Python A.M. Kuchling 2.1 SF 230 Warning Framework Guido van Rossum 2.1 SF 232 Function Attributes Barry Warsaw 2.1 SF 234 Iterators Ka-Ping Yee, Guido van Rossum 2.1 SF 235 Import on Case-Insensitive Platforms Tim Peters 2.1 SF 236 Back to the __future__ Tim Peters 2.1 SF 237 Unifying Long Integers and Integers Moshe Zadka, Guido van Rossum 2.2 SF 238 Changing the Division Operator Moshe Zadka, Guido van Rossum 2.2 SF 250 Using site-packages on Windows Paul Moore 2.2 SF 252 Making Types Look More Like Classes Guido van Rossum 2.2 SF 253 Subtyping Built-in Types Guido van Rossum 2.2 SF 255 Simple Generators Neil Schemenauer, Tim Peters, Magnus Lie Hetland 2.2 SF 260 Simplify xrange() Guido van Rossum 2.2 SF 261 Support for “wide” Unicode characters Paul Prescod 2.2 SF 263 Defining Python Source Code Encodings Marc-André Lemburg, Martin von Löwis 2.3 SF 264 Future statements in simulated shells Michael Hudson 2.2 SF 273 Import Modules from Zip Archives James C. Ahlstrom 2.3 SF 274 Dict Comprehensions Barry Warsaw 2.7, 3.0 SF 277 Unicode file name support for Windows NT Neil Hodgson 2.3 SF 278 Universal Newline Support Jack Jansen 2.3 SF 279 The enumerate() built-in function Raymond Hettinger 2.3 SF 282 A Logging System Vinay Sajip, Trent Mick 2.3 SF 285 Adding a bool type Guido van Rossum 2.3 SF 289 Generator Expressions Raymond Hettinger 2.4 SF 292 Simpler String Substitutions Barry Warsaw 2.4 SF 293 Codec Error Handling Callbacks Walter Dörwald 2.3 SF 301 Package Index and Metadata for Distutils Richard Jones 2.3 SF 302 New Import Hooks Just van Rossum, Paul Moore 2.3 SF 305 CSV File API Kevin Altis, Dave Cole, Andrew McNamara, Skip Montanaro, Cliff Wells 2.3 SF 307 Extensions to the pickle protocol Guido van Rossum, Tim Peters 2.3 SF 308 Conditional Expressions Guido van Rossum, Raymond Hettinger 2.5 SF 309 Partial Function Application Peter Harris 2.5 SF 311 Simplified Global Interpreter Lock Acquisition for Extensions Mark Hammond 2.3 SF 318 Decorators for Functions and Methods Kevin D. Smith, Jim J. Jewett, Skip Montanaro, Anthony Baxter 2.4 SF 322 Reverse Iteration Raymond Hettinger 2.4 SF 324 subprocess - New process module Peter Astrand 2.4 SF 327 Decimal Data Type Facundo Batista 2.4 SF 328 Imports: Multi-Line and Absolute/Relative Aahz 2.4, 2.5, 2.6 SF 331 Locale-Independent Float/String Conversions Christian R. Reis 2.4 SF 338 Executing modules as scripts Alyssa Coghlan 2.5 SF 341 Unifying try-except and try-finally Georg Brandl 2.5 SF 342 Coroutines via Enhanced Generators Guido van Rossum, Phillip J. Eby 2.5 SF 343 The “with” Statement Guido van Rossum, Alyssa Coghlan 2.5 SF 352 Required Superclass for Exceptions Brett Cannon, Guido van Rossum 2.5 SF 353 Using ssize_t as the index type Martin von Löwis 2.5 SF 357 Allowing Any Object to be Used for Slicing Travis Oliphant 2.5 SF 358 The “bytes” Object Neil Schemenauer, Guido van Rossum 2.6, 3.0 SF 362 Function Signature Object Brett Cannon, Jiwon Seo, Yury Selivanov, Larry Hastings 3.3 SF 366 Main module explicit relative imports Alyssa Coghlan 2.6, 3.0 SF 370 Per user site-packages directory Christian Heimes 2.6, 3.0 SF 371 Addition of the multiprocessing package to the standard library Jesse Noller, Richard Oudkerk 2.6, 3.0 SF 372 Adding an ordered dictionary to collections Armin Ronacher, Raymond Hettinger 2.7, 3.1 SF 376 Database of Installed Python Distributions Tarek Ziadé 2.7, 3.2 SF 378 Format Specifier for Thousands Separator Raymond Hettinger 2.7, 3.1 SF 380 Syntax for Delegating to a Subgenerator Gregory Ewing 3.3 SF 383 Non-decodable Bytes in System Character Interfaces Martin von Löwis 3.1 SF 384 Defining a Stable ABI Martin von Löwis 3.2 SF 389 argparse - New Command Line Parsing Module Steven Bethard 2.7, 3.2 SF 391 Dictionary-Based Configuration For Logging Vinay Sajip 2.7, 3.2 SF 393 Flexible String Representation Martin von Löwis 3.3 SF 397 Python launcher for Windows Mark Hammond, Martin von Löwis 3.3 SF 405 Python Virtual Environments Carl Meyer 3.3 SF 409 Suppressing exception context Ethan Furman 3.3 SF 412 Key-Sharing Dictionary Mark Shannon 3.3 SF 414 Explicit Unicode Literal for Python 3.3 Armin Ronacher, Alyssa Coghlan 3.3 SF 415 Implement context suppression with exception attributes Benjamin Peterson 3.3 SF 417 Including mock in the Standard Library Michael Foord 3.3 SF 418 Add monotonic time, performance counter, and process time functions Cameron Simpson, Jim J. Jewett, Stephen J. Turnbull, Victor Stinner 3.3 SF 420 Implicit Namespace Packages Eric V. Smith 3.3 SF 421 Adding sys.implementation Eric Snow 3.3 SF 424 A method for exposing a length hint Alex Gaynor 3.4 SF 425 Compatibility Tags for Built Distributions Daniel Holth 3.4 SF 427 The Wheel Binary Package Format 1.0 Daniel Holth SF 428 The pathlib module – object-oriented filesystem paths Antoine Pitrou 3.4 SF 435 Adding an Enum type to the Python standard library Barry Warsaw, Eli Bendersky, Ethan Furman 3.4 SF 436 The Argument Clinic DSL Larry Hastings 3.4 SF 440 Version Identification and Dependency Specification Alyssa Coghlan, Donald Stufft SF 441 Improving Python ZIP Application Support Daniel Holth, Paul Moore 3.5 SF 442 Safe object finalization Antoine Pitrou 3.4 SF 443 Single-dispatch generic functions Łukasz Langa 3.4 SF 445 Add new APIs to customize Python memory allocators Victor Stinner 3.4 SF 446 Make newly created file descriptors non-inheritable Victor Stinner 3.4 SF 448 Additional Unpacking Generalizations Joshua Landau 3.5 SF 450 Adding A Statistics Module To The Standard Library Steven D’Aprano 3.4 SF 451 A ModuleSpec Type for the Import System Eric Snow 3.4 SF 453 Explicit bootstrapping of pip in Python installations Donald Stufft, Alyssa Coghlan SF 454 Add a new tracemalloc module to trace Python memory allocations Victor Stinner 3.4 SF 456 Secure and interchangeable hash algorithm Christian Heimes 3.4 SF 461 Adding % formatting to bytes and bytearray Ethan Furman 3.5 SF 465 A dedicated infix operator for matrix multiplication Nathaniel J. Smith 3.5 SF 466 Network Security Enhancements for Python 2.7.x Alyssa Coghlan 2.7.9 SF 468 Preserving the order of **kwargs in a function. Eric Snow 3.6 SF 471 os.scandir() function – a better and faster directory iterator Ben Hoyt 3.5 SF 475 Retry system calls failing with EINTR Charles-François Natali, Victor Stinner 3.5 SF 476 Enabling certificate verification by default for stdlib http clients Alex Gaynor 2.7.9, 3.4.3, 3.5 SF 477 Backport ensurepip (PEP 453) to Python 2.7 Donald Stufft, Alyssa Coghlan SF 479 Change StopIteration handling inside generators Chris Angelico, Guido van Rossum 3.5 SF 484 Type Hints Guido van Rossum, Jukka Lehtosalo, Łukasz Langa 3.5 SF 485 A Function for testing approximate equality Christopher Barker 3.5 SF 486 Make the Python Launcher aware of virtual environments Paul Moore 3.5 SF 487 Simpler customisation of class creation Martin Teichmann 3.6 SF 488 Elimination of PYO files Brett Cannon 3.5 SF 489 Multi-phase extension module initialization Petr Viktorin, Stefan Behnel, Alyssa Coghlan 3.5 SF 492 Coroutines with async and await syntax Yury Selivanov 3.5 SF 493 HTTPS verification migration tools for Python 2.7 Alyssa Coghlan, Robert Kuska, Marc-André Lemburg 2.7.12 SF 495 Local Time Disambiguation Alexander Belopolsky, Tim Peters 3.6 SF 498 Literal String Interpolation Eric V. Smith 3.6 SF 503 Simple Repository API Donald Stufft SF 506 Adding A Secrets Module To The Standard Library Steven D’Aprano 3.6 SF 508 Dependency specification for Python Software Packages Robert Collins SF 515 Underscores in Numeric Literals Georg Brandl, Serhiy Storchaka 3.6 SF 517 A build-system independent format for source trees Nathaniel J. Smith, Thomas Kluyver SF 518 Specifying Minimum Build System Requirements for Python Projects Brett Cannon, Nathaniel J. Smith, Donald Stufft SF 519 Adding a file system path protocol Brett Cannon, Koos Zevenhoven 3.6 SF 520 Preserving Class Attribute Definition Order Eric Snow 3.6 SF 523 Adding a frame evaluation API to CPython Brett Cannon, Dino Viehland 3.6 SF 524 Make os.urandom() blocking on Linux Victor Stinner 3.6 SF 525 Asynchronous Generators Yury Selivanov 3.6 SF 526 Syntax for Variable Annotations Ryan Gonzalez, Philip House, Ivan Levkivskyi, Lisa Roach, Guido van Rossum 3.6 SF 527 Removing Un(der)used file types/extensions on PyPI Donald Stufft SF 528 Change Windows console encoding to UTF-8 Steve Dower 3.6 SF 529 Change Windows filesystem encoding to UTF-8 Steve Dower 3.6 SF 530 Asynchronous Comprehensions Yury Selivanov 3.6 SF 538 Coercing the legacy C locale to a UTF-8 based locale Alyssa Coghlan 3.7 SF 539 A New C-API for Thread-Local Storage in CPython Erik M. Bray, Masayuki Yamamoto 3.7 SF 540 Add a new UTF-8 Mode Victor Stinner 3.7 SF 544 Protocols: Structural subtyping (static duck typing) Ivan Levkivskyi, Jukka Lehtosalo, Łukasz Langa 3.8 SF 552 Deterministic pycs Benjamin Peterson 3.7 SF 553 Built-in breakpoint() Barry Warsaw 3.7 SF 557 Data Classes Eric V. Smith 3.7 SF 560 Core support for typing module and generic types Ivan Levkivskyi 3.7 SF 561 Distributing and Packaging Type Information Emma Harper Smith 3.7 SF 562 Module __getattr__ and __dir__ Ivan Levkivskyi 3.7 SF 564 Add new time functions with nanosecond resolution Victor Stinner 3.7 SF 565 Show DeprecationWarning in __main__ Alyssa Coghlan 3.7 SF 566 Metadata for Python Software Packages 2.1 Dustin Ingram 3.x SF 567 Context Variables Yury Selivanov 3.7 SF 570 Python Positional-Only Parameters Larry Hastings, Pablo Galindo Salgado, Mario Corchero, Eric N. Vander Weele 3.8 SF 572 Assignment Expressions Chris Angelico, Tim Peters, Guido van Rossum 3.8 SF 573 Module State Access from C Extension Methods Petr Viktorin, Alyssa Coghlan, Eric Snow, Marcel Plch 3.9 SF 574 Pickle protocol 5 with out-of-band data Antoine Pitrou 3.8 SF 578 Python Runtime Audit Hooks Steve Dower 3.8 SF 584 Add Union Operators To dict Steven D’Aprano, Brandt Bucher 3.9 SF 585 Type Hinting Generics In Standard Collections Łukasz Langa 3.9 SF 586 Literal Types Michael Lee, Ivan Levkivskyi, Jukka Lehtosalo 3.8 SF 587 Python Initialization Configuration Victor Stinner, Alyssa Coghlan 3.8 SF 589 TypedDict: Type Hints for Dictionaries with a Fixed Set of Keys Jukka Lehtosalo 3.8 SF 590 Vectorcall: a fast calling protocol for CPython Mark Shannon, Jeroen Demeyer 3.8 SF 591 Adding a final qualifier to typing Michael J. Sullivan, Ivan Levkivskyi 3.8 SF 592 Adding “Yank” Support to the Simple API Donald Stufft SF 593 Flexible function and variable annotations Till Varoquaux, Konstantin Kashin 3.9 SF 594 Removing dead batteries from the standard library Christian Heimes, Brett Cannon 3.11 SF 597 Add optional EncodingWarning Inada Naoki 3.10 SF 600 Future ‘manylinux’ Platform Tags for Portable Linux Built Distributions Nathaniel J. Smith, Thomas Kluyver SF 604 Allow writing union types as X | Y Philippe PRADOS, Maggie Moss 3.10 SF 610 Recording the Direct URL Origin of installed distributions Stéphane Bidoul, Chris Jerdonek SF 612 Parameter Specification Variables Mark Mendoza 3.10 SF 613 Explicit Type Aliases Shannon Zhu 3.10 SF 614 Relaxing Grammar Restrictions On Decorators Brandt Bucher 3.9 SF 615 Support for the IANA Time Zone Database in the Standard Library Paul Ganssle 3.9 SF 616 String methods to remove prefixes and suffixes Dennis Sweeney 3.9 SF 617 New PEG parser for CPython Guido van Rossum, Pablo Galindo Salgado, Lysandros Nikolaou 3.9 SF 618 Add Optional Length-Checking To zip Brandt Bucher 3.10 SF 621 Storing project metadata in pyproject.toml Brett Cannon, Dustin Ingram, Paul Ganssle, Pradyun Gedam, Sébastien Eustace, Thomas Kluyver, Tzu-ping Chung SF 623 Remove wstr from Unicode Inada Naoki 3.10 SF 624 Remove Py_UNICODE encoder APIs Inada Naoki 3.11 SF 625 Filename of a Source Distribution Tzu-ping Chung, Paul Moore SF 626 Precise line numbers for debugging and other tools. Mark Shannon 3.10 SF 627 Recording installed projects Petr Viktorin SF 628 Add math.tau Alyssa Coghlan 3.6 SF 629 Versioning PyPI’s Simple API Donald Stufft SF 632 Deprecate distutils module Steve Dower 3.10 SF 634 Structural Pattern Matching: Specification Brandt Bucher, Guido van Rossum 3.10 SF 639 Improving License Clarity with Better Package Metadata Philippe Ombredanne, C.A.M. Gerlach, Karolina Surma SF 643 Metadata for Package Source Distributions Paul Moore SF 644 Require OpenSSL 1.1.1 or newer Christian Heimes 3.10 SF 646 Variadic Generics Mark Mendoza, Matthew Rahtz, Pradeep Kumar Srinivasan, Vincent Siles 3.11 SF 647 User-Defined Type Guards Eric Traut 3.10 SF 649 Deferred Evaluation Of Annotations Using Descriptors Larry Hastings 3.14 SF 652 Maintaining the Stable ABI Petr Viktorin 3.10 SF 654 Exception Groups and except* Irit Katriel, Yury Selivanov, Guido van Rossum 3.11 SF 655 Marking individual TypedDict items as required or potentially-missing David Foster 3.11 SF 656 Platform Tag for Linux Distributions Using Musl Tzu-ping Chung SF 657 Include Fine Grained Error Locations in Tracebacks Pablo Galindo Salgado, Batuhan Taskaya, Ammar Askar 3.11 SF 660 Editable installs for pyproject.toml based builds (wheel based) Daniel Holth, Stéphane Bidoul SF 667 Consistent views of namespaces Mark Shannon, Tian Gao 3.13 SF 669 Low Impact Monitoring for CPython Mark Shannon 3.12 SF 670 Convert macros to functions in the Python C API Erlend Egeberg Aasland, Victor Stinner 3.11 SF 673 Self Type Pradeep Kumar Srinivasan, James Hilton-Balfe 3.11 SF 675 Arbitrary Literal String Type Pradeep Kumar Srinivasan, Graham Bleaney 3.11 SF 678 Enriching Exceptions with Notes Zac Hatfield-Dodds 3.11 SF 680 tomllib: Support for Parsing TOML in the Standard Library Taneli Hukkinen, Shantanu Jain 3.11 SF 681 Data Class Transforms Erik De Bonte, Eric Traut 3.11 SF 682 Format Specifier for Signed Zero John Belmonte 3.11 SF 683 Immortal Objects, Using a Fixed Refcount Eric Snow, Eddie Elizondo 3.12 SF 684 A Per-Interpreter GIL Eric Snow 3.12 SF 685 Comparison of extra names for optional distribution dependencies Brett Cannon SF 688 Making the buffer protocol accessible in Python Jelle Zijlstra 3.12 SF 689 Unstable C API tier Petr Viktorin 3.12 SF 692 Using TypedDict for more precise **kwargs typing Franek Magiera 3.12 SF 695 Type Parameter Syntax Eric Traut 3.12 SF 696 Type Defaults for Type Parameters James Hilton-Balfe 3.13 SF 697 Limited C API for Extending Opaque Types Petr Viktorin 3.12 SF 698 Override Decorator for Static Typing Steven Troxler, Joshua Xu, Shannon Zhu 3.12 SF 700 Additional Fields for the Simple API for Package Indexes Paul Moore SF 702 Marking deprecations using the type system Jelle Zijlstra 3.13 SF 705 TypedDict: Read-only items Alice Purcell 3.13 SF 706 Filter for tarfile.extractall Petr Viktorin 3.12 SF 709 Inlined comprehensions Carl Meyer 3.12 SF 715 Disabling bdist_egg distribution uploads on PyPI William Woodruff SF 721 Using tarfile.data_filter for source distribution extraction Petr Viktorin 3.12 SF 723 Inline script metadata Ofek Lev SF 730 Adding iOS as a supported platform Russell Keith-Magee 3.13 SF 734 Multiple Interpreters in the Stdlib Eric Snow 3.14 SF 735 Dependency Groups in pyproject.toml Stephen Rosen SF 737 C API to format a type fully qualified name Victor Stinner 3.13 SF 738 Adding Android as a supported platform Malcolm Smith 3.13 SF 740 Index support for digital attestations William Woodruff, Facundo Tuesca, Dustin Ingram SF 741 Python Configuration C API Victor Stinner 3.14 SF 742 Narrowing types with TypeIs Jelle Zijlstra 3.13 SF 749 Implementing PEP 649 Jelle Zijlstra 3.14 SF 750 Template Strings Jim Baker, Guido van Rossum, Paul Everitt, Koudai Aono, Lysandros Nikolaou, Dave Peck 3.14 SF 751 A file format to record Python dependencies for installation reproducibility Brett Cannon SF 757 C API to import-export Python integers Sergey B Kirpichev, Victor Stinner 3.14 SF 758 Allow except and except* expressions without parentheses Pablo Galindo Salgado, Brett Cannon 3.14 SF 765 Disallow return/break/continue that exit a finally block Irit Katriel, Alyssa Coghlan 3.14 SF 768 Safe external debugger interface for CPython Pablo Galindo Salgado, Matt Wozniski, Ivona Stojanovic 3.14 SF 779 Criteria for supported status for free-threaded Python Thomas Wouters, Matt Page, Sam Gross 3.14 SF 782 Add PyBytesWriter C API Victor Stinner 3.15 SF 784 Adding Zstandard to the standard library Emma Harper Smith 3.14 SF 791 math.integer — submodule for integer-specific mathematics functions Neil Girdhar, Sergey B Kirpichev, Tim Peters, Serhiy Storchaka 3.15 SF 792 Project status markers in the simple index William Woodruff, Facundo Tuesca SF 3101 Advanced String Formatting Talin 3.0 SF 3102 Keyword-Only Arguments Talin 3.0 SF 3104 Access to Names in Outer Scopes Ka-Ping Yee 3.0 SF 3105 Make print a function Georg Brandl 3.0 SF 3106 Revamping dict.keys(), .values() and .items() Guido van Rossum 3.0 SF 3107 Function Annotations Collin Winter, Tony Lownds 3.0 SF 3108 Standard Library Reorganization Brett Cannon 3.0 SF 3109 Raising Exceptions in Python 3000 Collin Winter 3.0 SF 3110 Catching Exceptions in Python 3000 Collin Winter 3.0 SF 3111 Simple input built-in in Python 3000 Andre Roberge 3.0 SF 3112 Bytes literals in Python 3000 Jason Orendorff 3.0 SF 3113 Removal of Tuple Parameter Unpacking Brett Cannon 3.0 SF 3114 Renaming iterator.next() to iterator.__next__() Ka-Ping Yee 3.0 SF 3115 Metaclasses in Python 3000 Talin 3.0 SF 3116 New I/O Daniel Stutzbach, Guido van Rossum, Mike Verdone 3.0 SF 3118 Revising the buffer protocol Travis Oliphant, Carl Banks 3.0 SF 3119 Introducing Abstract Base Classes Guido van Rossum, Talin 3.0 SF 3120 Using UTF-8 as the default source encoding Martin von Löwis 3.0 SF 3121 Extension Module Initialization and Finalization Martin von Löwis 3.0 SF 3123 Making PyObject_HEAD conform to standard C Martin von Löwis 3.0 SF 3127 Integer Literal Support and Syntax Patrick Maupin 3.0 SF 3129 Class Decorators Collin Winter 3.0 SF 3131 Supporting Non-ASCII Identifiers Martin von Löwis 3.0 SF 3132 Extended Iterable Unpacking Georg Brandl 3.0 SF 3134 Exception Chaining and Embedded Tracebacks Ka-Ping Yee 3.0 SF 3135 New Super Calvin Spealman, Tim Delaney, Lie Ryan 3.0 SF 3137 Immutable Bytes and Mutable Buffer Guido van Rossum 3.0 SF 3138 String representation in Python 3000 Atsuo Ishimoto 3.0 SF 3141 A Type Hierarchy for Numbers Jeffrey Yasskin 3.0 SF 3144 IP Address Manipulation Library for the Python Standard Library Peter Moody 3.3 SF 3147 PYC Repository Directories Barry Warsaw 3.2 SF 3148 futures - execute computations asynchronously Brian Quinlan 3.2 SF 3149 ABI version tagged .so files Barry Warsaw 3.2 SF 3151 Reworking the OS and IO exception hierarchy Antoine Pitrou 3.3 SF 3154 Pickle protocol version 4 Antoine Pitrou 3.4 SF 3155 Qualified name for classes and functions Antoine Pitrou 3.3 SF 3156 Asynchronous IO Support Rebooted: the “asyncio” Module Guido van Rossum 3.3 Historical Meta-PEPs and Informational PEPs PEP Title Authors PS 5 Guidelines for Language Evolution Paul Prescod PS 6 Bug Fix Releases Aahz, Anthony Baxter IF 160 Python 1.6 Release Schedule Fred L. Drake, Jr. 1.6 IF 200 Python 2.0 Release Schedule Jeremy Hylton 2.0 IF 226 Python 2.1 Release Schedule Jeremy Hylton 2.1 IF 251 Python 2.2 Release Schedule Barry Warsaw, Guido van Rossum 2.2 IF 283 Python 2.3 Release Schedule Guido van Rossum 2.3 IF 320 Python 2.4 Release Schedule Barry Warsaw, Raymond Hettinger, Anthony Baxter 2.4 PF 347 Migrating the Python CVS to Subversion Martin von Löwis IF 356 Python 2.5 Release Schedule Neal Norwitz, Guido van Rossum, Anthony Baxter 2.5 PF 360 Externally Maintained Packages Brett Cannon IF 361 Python 2.6 and 3.0 Release Schedule Neal Norwitz, Barry Warsaw 2.6, 3.0 IF 373 Python 2.7 Release Schedule Benjamin Peterson 2.7 PF 374 Choosing a distributed VCS for the Python project Brett Cannon, Stephen J. Turnbull, Alexandre Vassalotti, Barry Warsaw, Dirkjan Ochtman IF 375 Python 3.1 Release Schedule Benjamin Peterson 3.1 PF 385 Migrating from Subversion to Mercurial Dirkjan Ochtman, Antoine Pitrou, Georg Brandl IF 392 Python 3.2 Release Schedule Georg Brandl 3.2 IF 398 Python 3.3 Release Schedule Georg Brandl 3.3 IF 404 Python 2.8 Un-release Schedule Barry Warsaw 2.8 IF 429 Python 3.4 Release Schedule Larry Hastings 3.4 PS 438 Transitioning to release-file hosting on PyPI Holger Krekel, Carl Meyer PF 449 Removal of the PyPI Mirror Auto Discovery and Naming Scheme Donald Stufft PF 464 Removal of the PyPI Mirror Authenticity API Donald Stufft PF 470 Removing External Hosting Support on PyPI Donald Stufft IF 478 Python 3.5 Release Schedule Larry Hastings 3.5 IF 494 Python 3.6 Release Schedule Ned Deily 3.6 PF 512 Migrating from hg.python.org to GitHub Brett Cannon IF 537 Python 3.7 Release Schedule Ned Deily 3.7 PF 541 Package Index Name Retention Łukasz Langa IF 569 Python 3.8 Release Schedule Łukasz Langa 3.8 PF 581 Using GitHub Issues for CPython Mariatta IF 596 Python 3.9 Release Schedule Łukasz Langa 3.9 PF 3000 Python 3000 Guido van Rossum PF 3002 Procedure for Backwards-Incompatible Changes Steven Bethard PF 3003 Python Language Moratorium Brett Cannon, Jesse Noller, Guido van Rossum PF 3099 Things that will Not Change in Python 3000 Georg Brandl PF 3100 Miscellaneous Python 3.0 Plans Brett Cannon PF 8001 Python Governance Voting Process Brett Cannon, Christian Heimes, Donald Stufft, Eric Snow, Gregory P. Smith, Łukasz Langa, Mariatta, Nathaniel J. Smith, Pablo Galindo Salgado, Raymond Hettinger, Tal Einat, Tim Peters, Zachary Ware Deferred PEPs (postponed pending further research or updates) PEP Title Authors SD 213 Attribute Access Handlers Paul Prescod 2.1 SD 219 Stackless Python Gordon McMillan 2.1 SD 222 Web Library Enhancements A.M. Kuchling 2.1 SD 233 Python Online Help Paul Prescod 2.1 SD 267 Optimized Access to Module Namespaces Jeremy Hylton 2.2 SD 269 Pgen Module for Python Jonathan Riehl 2.2 SD 280 Optimizing access to globals Guido van Rossum 2.3 SD 286 Enhanced Argument Tuples Martin von Löwis 2.3 SD 312 Simple Implicit Lambda Roman Suzi, Alex Martelli 2.4 SD 316 Programming by Contract for Python Terence Way SD 323 Copyable Iterators Alex Martelli 2.5 SD 337 Logging Usage in the Standard Library Michael P. Dubner 2.5 SD 368 Standard image protocol and class Lino Mastrodomenico 2.6, 3.0 SD 400 Deprecate codecs.StreamReader and codecs.StreamWriter Victor Stinner 3.3 SD 403 General purpose decorator clause (aka “@in” clause) Alyssa Coghlan 3.4 PD 407 New release cycle and introducing long-term support versions Antoine Pitrou, Georg Brandl, Barry Warsaw SD 419 Protecting cleanup statements from interruptions Paul Colomiets 3.3 ID 423 Naming conventions and recipes related to packaging Benoit Bryon ID 444 Python Web3 Interface Chris McDonough, Armin Ronacher SD 447 Add __getdescriptor__ method to metaclass Ronald Oussoren SD 491 The Wheel Binary Package Format 1.9 Daniel Holth SD 499 python -m foo should also bind ‘foo’ in sys.modules Cameron Simpson, Chris Angelico, Joseph Jevnik 3.10 SD 505 None-aware operators Mark E. Haase, Steve Dower 3.8 SD 532 A circuit breaking protocol and binary operators Alyssa Coghlan, Mark E. Haase 3.8 SD 533 Deterministic cleanup for iterators Nathaniel J. Smith SD 534 Improved Errors for Missing Standard Library Modules Tomáš Orsava, Petr Viktorin, Alyssa Coghlan SD 535 Rich comparison chaining Alyssa Coghlan 3.8 SD 547 Running extension modules using the -m option Marcel Plch, Petr Viktorin 3.7 SD 556 Threaded garbage collection Antoine Pitrou 3.7 SD 568 Generator-sensitivity for Context Variables Nathaniel J. Smith 3.8 SD 661 Sentinel Values Tal Einat SD 674 Disallow using macros as l-values Victor Stinner 3.12 SD 774 Removing the LLVM requirement for JIT builds Savannah Ostrowski 3.14 SD 778 Supporting Symlinks in Wheels Emma Harper Smith SD 787 Safer subprocess usage using t-strings Nick Humrich, Alyssa Coghlan 3.15 SD 3124 Overloading, Generic Functions, Interfaces, and Adaptation Phillip J. Eby SD 3143 Standard daemon process library Ben Finney 3.x SD 3150 Statement local namespaces (aka “given” clause) Alyssa Coghlan 3.4 Rejected, Superseded, and Withdrawn PEPs PEP Title Authors PW 3 Guidelines for Handling Bug Reports Jeremy Hylton PW 9 Sample Plaintext PEP Template Barry Warsaw PW 42 Feature Requests Jeremy Hylton IS 102 Doing Python Micro Releases Anthony Baxter, Barry Warsaw, Guido van Rossum IW 103 Collecting information about git Oleg Broytman SR 204 Range Literals Thomas Wouters 2.0 IW 206 Python Advanced Library A.M. Kuchling SW 209 Multi-dimensional Arrays Paul Barrett, Travis Oliphant 2.2 SR 210 Decoupling the Interpreter Loop David Ascher 2.1 SR 211 Adding A New Outer Product Operator Greg Wilson 2.1 SR 212 Loop Counter Iteration Peter Schneider-Kamp 2.1 SS 215 String Interpolation Ka-Ping Yee 2.1 IW 216 Docstring Format Moshe Zadka IR 220 Coroutines, Generators, Continuations Gordon McMillan SR 224 Attribute Docstrings Marc-André Lemburg 2.1 SR 225 Elementwise/Objectwise Operators Huaiyu Zhu, Gregory Lielens 2.1 SW 228 Reworking Python’s Numeric Model Moshe Zadka, Guido van Rossum SR 231 __findattr__() Barry Warsaw 2.1 SR 239 Adding a Rational Type to Python Christopher A. Craig, Moshe Zadka 2.2 SR 240 Adding a Rational Literal to Python Christopher A. Craig, Moshe Zadka 2.2 SS 241 Metadata for Python Software Packages A.M. Kuchling SW 242 Numeric Kinds Paul F. Dubois 2.2 SW 243 Module Repository Upload Mechanism Sean Reifschneider 2.1 SR 244 The directive statement Martin von Löwis 2.1 SR 245 Python Interface Syntax Michel Pelletier 2.2 SR 246 Object Adaptation Alex Martelli, Clark C. Evans 2.5 SR 254 Making Classes Look More Like Types Guido van Rossum 2.2 SR 256 Docstring Processing System Framework David Goodger SR 258 Docutils Design Specification David Goodger SR 259 Omit printing newline after newline Guido van Rossum 2.2 SR 262 A Database of Installed Python Packages A.M. Kuchling SR 265 Sorting Dictionaries by Value Grant Griffin 2.2 SW 266 Optimizing Global Variable/Attribute Access Skip Montanaro 2.3 SR 268 Extended HTTP functionality and WebDAV Greg Stein 2.x SR 270 uniq method for list objects Jason Petrone 2.2 SR 271 Prefixing sys.path by command line option Frédéric B. Giacometti 2.2 SR 275 Switching on Multiple Values Marc-André Lemburg 2.6 SR 276 Simple Iterator for ints Jim Althoff 2.3 SR 281 Loop Counter Iteration with range and xrange Magnus Lie Hetland 2.3 SR 284 Integer for-loops David Eppstein, Gregory Ewing 2.3 SW 288 Generators Attributes and Exceptions Raymond Hettinger 2.5 IS 291 Backward Compatibility for the Python 2 Standard Library Neal Norwitz 2.3 SR 294 Type Names in the types Module Oren Tirosh 2.5 SR 295 Interpretation of multiline string constants Stepan Koltsov 3.0 SW 296 Adding a bytes Object Type Scott Gilbert 2.3 SR 297 Support for System Upgrades Marc-André Lemburg 2.6 SW 298 The Locked Buffer Interface Thomas Heller 2.3 SR 299 Special __main__() function in modules Jeff Epler 2.3 SR 303 Extend divmod() for Multiple Divisors Thomas Bellman 2.3 SW 304 Controlling Generation of Bytecode Files Skip Montanaro IW 306 How to Change Python’s Grammar Michael Hudson, Jack Diederich, Alyssa Coghlan, Benjamin Peterson SR 310 Reliable Acquisition/Release Pairs Michael Hudson, Paul Moore 2.4 SR 313 Adding Roman Numeral Literals to Python Mike Meyer 2.4 SS 314 Metadata for Python Software Packages 1.1 A.M. Kuchling, Richard Jones 2.5 SR 315 Enhanced While Loop Raymond Hettinger, W Isaac Carroll 2.5 SR 317 Eliminate Implicit Exception Instantiation Steven Taschuk 2.4 SR 319 Python Synchronize/Asynchronize Block Michel Pelletier 2.4 SW 321 Date/Time Parsing and Formatting A.M. Kuchling 2.4 SR 325 Resource-Release Support for Generators Samuele Pedroni 2.4 SR 326 A Case for Top and Bottom Values Josiah Carlson, Terry Reedy 2.4 SR 329 Treating Builtins as Constants in the Standard Library Raymond Hettinger 2.4 SR 330 Python Bytecode Verification Michel Pelletier 2.6 SR 332 Byte vectors and String/Unicode Unification Skip Montanaro 2.5 SW 334 Simple Coroutines via SuspendIteration Clark C. Evans 3.0 SR 335 Overloadable Boolean Operators Gregory Ewing 3.3 SR 336 Make None Callable Andrew McClelland IW 339 Design of the CPython Compiler Brett Cannon SR 340 Anonymous Block Statements Guido van Rossum SS 344 Exception Chaining and Embedded Tracebacks Ka-Ping Yee 2.5 SS 345 Metadata for Python Software Packages 1.2 Richard Jones 2.7 SW 346 User Defined (“with”) Statements Alyssa Coghlan 2.5 SR 348 Exception Reorganization for Python 3.0 Brett Cannon SR 349 Allow str() to return unicode strings Neil Schemenauer 2.5 IR 350 Codetags Micah Elliott SR 351 The freeze protocol Barry Warsaw 2.5 SS 354 Enumerations in Python Ben Finney 2.6 SR 355 Path - Object oriented filesystem paths Björn Lindqvist 2.5 SW 359 The “make” Statement Steven Bethard 2.6 SR 363 Syntax For Dynamic Attribute Access Ben North SW 364 Transitioning to the Py3K Standard Library Barry Warsaw 2.6 SR 365 Adding the pkg_resources module Phillip J. Eby SS 367 New Super Calvin Spealman, Tim Delaney 2.6 SW 369 Post import hooks Christian Heimes 2.6, 3.0 SR 377 Allow __enter__() methods to skip the statement body Alyssa Coghlan 2.7, 3.1 SW 379 Adding an Assignment Expression Jervis Whitley 2.7, 3.2 SW 381 Mirroring infrastructure for PyPI Tarek Ziadé, Martin von Löwis SR 382 Namespace Packages Martin von Löwis 3.2 SS 386 Changing the version comparison module in Distutils Tarek Ziadé SR 390 Static metadata for Distutils Tarek Ziadé 2.7, 3.2 SW 395 Qualified Names for Modules Alyssa Coghlan 3.4 IW 396 Module Version Numbers Barry Warsaw PR 401 BDFL Retirement Barry Warsaw, Brett Cannon SR 402 Simplified Package Layout and Partitioning Phillip J. Eby 3.3 SW 406 Improved Encapsulation of Import State Alyssa Coghlan, Greg Slodkowicz 3.4 SR 408 Standard library __preview__ package Alyssa Coghlan, Eli Bendersky 3.3 SR 410 Use decimal.Decimal type for timestamps Victor Stinner 3.3 IS 411 Provisional packages in the Python standard library Alyssa Coghlan, Eli Bendersky 3.3 PW 413 Faster evolution of the Python Standard Library Alyssa Coghlan SR 416 Add a frozendict builtin type Victor Stinner 3.3 SW 422 Simpler customisation of class creation Alyssa Coghlan, Daniel Urban 3.5 IW 426 Metadata for Python Software Packages 2.0 Alyssa Coghlan, Daniel Holth, Donald Stufft SS 431 Time zone support improvements Lennart Regebro SW 432 Restructuring the CPython startup sequence Alyssa Coghlan, Victor Stinner, Eric Snow SS 433 Easier suppression of file descriptor inheritance Victor Stinner 3.4 SR 437 A DSL for specifying signatures, annotations and argument converters Stefan Krah 3.4 SR 439 Inclusion of implicit pip bootstrap in Python installation Richard Jones 3.4 SR 455 Adding a key-transforming dictionary to collections Antoine Pitrou 3.5 SW 459 Standard Metadata Extensions for Python Software Packages Alyssa Coghlan SW 460 Add binary interpolation and formatting Antoine Pitrou 3.5 PW 462 Core development workflow automation for CPython Alyssa Coghlan SR 463 Exception-catching expressions Chris Angelico 3.5 SW 469 Migration of dict iteration code to Python 3 Alyssa Coghlan 3.5 SR 472 Support for indexing with keyword arguments Stefano Borini, Joseph Martinot-Lagarde 3.6 SR 473 Adding structured data to built-in exceptions Sebastian Kreft PW 474 Creating forge.python.org Alyssa Coghlan PW 481 Migrate CPython to Git, Github, and Phabricator Donald Stufft SR 490 Chain exceptions at C level Victor Stinner 3.6 IR 496 Environment Markers James Polley PR 497 A standard mechanism for backward compatibility Ed Schofield SR 500 A protocol for delegating datetime methods to their tzinfo implementations Alexander Belopolsky, Tim Peters SW 501 General purpose template literal strings Alyssa Coghlan, Nick Humrich 3.12 IR 502 String Interpolation - Extended Discussion Mike G. Miller 3.6 SW 504 Using the System RNG by default Alyssa Coghlan 3.6 PR 507 Migrate CPython to Git and GitLab Barry Warsaw SS 509 Add a private version to dict Victor Stinner 3.6 SR 510 Specialize functions with guards Victor Stinner 3.6 SR 511 API for code transformers Victor Stinner 3.6 IS 513 A Platform Tag for Portable Linux Built Distributions Robert T. McGibbon, Nathaniel J. Smith SR 516 Build system abstraction for pip/conda etc Robert Collins, Nathaniel J. Smith SW 521 Managing global context via ‘with’ blocks in generators and coroutines Nathaniel J. Smith 3.6 SR 522 Allow BlockingIOError in security sensitive APIs Alyssa Coghlan, Nathaniel J. Smith 3.6 SW 531 Existence checking operators Alyssa Coghlan 3.7 SW 536 Final Grammar for Literal String Interpolation Philipp Angerer 3.7 SR 542 Dot Notation Assignment In Function Header Markus Meskanen SW 543 A Unified TLS API for Python Cory Benfield, Christian Heimes 3.7 SR 546 Backport ssl.MemoryBIO and ssl.SSLObject to Python 2.7 Victor Stinner, Cory Benfield 2.7 SR 548 More Flexible Loop Control R David Murray 3.7 SR 549 Instance Descriptors Larry Hastings 3.7 SW 550 Execution Context Yury Selivanov, Elvis Pranskevichus 3.7 IW 551 Security transparency in the Python runtime Steve Dower 3.7 SS 554 Multiple Interpreters in the Stdlib Eric Snow 3.13 SW 555 Context-local variables (contextvars) Koos Zevenhoven 3.7 SW 558 Defined semantics for locals() Alyssa Coghlan 3.13 SR 559 Built-in noop() Barry Warsaw 3.7 SS 563 Postponed Evaluation of Annotations Łukasz Langa 3.7 IS 571 The manylinux2010 Platform Tag Mark Williams, Geoffrey Thomas, Thomas Kluyver SW 575 Unifying function/method classes Jeroen Demeyer 3.8 SW 576 Rationalize Built-in function classes Mark Shannon 3.8 SW 577 Augmented Assignment Expressions Alyssa Coghlan 3.8 SR 580 The C call protocol Jeroen Demeyer 3.8 SR 582 Python local packages directory Kushal Das, Steve Dower, Donald Stufft, Alyssa Coghlan 3.12 IW 583 A Concurrency Memory Model for Python Jeffrey Yasskin IW 595 Improving bugs.python.org Ezio Melotti, Berker Peksag IW 598 Introducing incremental feature releases Alyssa Coghlan 3.9 IS 599 The manylinux2014 Platform Tag Dustin Ingram SR 601 Forbid return/break/continue breaking out of finally Damien George, Batuhan Taskaya 3.8 IR 605 A rolling feature release stream for CPython Steve Dower, Alyssa Coghlan 3.9 SR 606 Python Compatibility Version Victor Stinner 3.9 SR 608 Coordinated Python release Miro Hrončok, Victor Stinner 3.9 SW 611 The one million limit Mark Shannon SW 620 Hide implementation details from the C API Victor Stinner 3.12 SS 622 Structural Pattern Matching Brandt Bucher, Daniel F Moisset, Tobias Kohn, Ivan Levkivskyi, Guido van Rossum, Talin 3.10 SS 631 Dependency specification in pyproject.toml based on PEP 508 Ofek Lev SR 633 Dependency specification in pyproject.toml using an exploded TOML table Laurie Opperman, Arun Babu Neelicattu SR 637 Support for indexing with keyword arguments Stefano Borini 3.10 SR 640 Unused variable syntax Thomas Wouters 3.10 SR 641 Using an underscore in the version portion of Python 3.10 compatibility tags Brett Cannon, Steve Dower, Barry Warsaw 3.10 SR 642 Explicit Pattern Syntax for Structural Pattern Matching Alyssa Coghlan 3.10 SW 645 Allow writing optional types as x? Maggie Moss SR 648 Extensible customizations of the interpreter at startup Mario Corchero 3.11 SW 650 Specifying Installer Requirements for Python Projects Vikram Jayanthi, Dustin Ingram, Brett Cannon SR 651 Robust Stack Overflow Handling Mark Shannon SR 662 Editable installs via virtual wheels Bernát Gábor IR 663 Standardizing Enum str(), repr(), and format() behaviors Ethan Furman 3.11 SR 665 A file format to list Python dependencies for reproducibility of an application Brett Cannon, Pradyun Gedam, Tzu-ping Chung SR 666 Reject Foolish Indentation Laura Creighton 2.2 SR 677 Callable Type Syntax Steven Troxler, Pradeep Kumar Srinivasan 3.11 SR 679 New assert statement syntax with parentheses Pablo Galindo Salgado, Stan Ulbrych 3.15 SR 690 Lazy Imports Germán Méndez Bravo, Carl Meyer 3.12 SW 704 Require virtual environments by default for package installers Pradyun Gedam SR 707 A simplified signature for __exit__ and __aexit__ Irit Katriel 3.12 SR 712 Adding a “converter” parameter to dataclasses.field Joshua Cannon 3.13 SR 713 Callable Modules Amethyst Reese 3.12 SR 722 Dependency specification for single-file scripts Paul Moore SW 724 Stricter Type Guards Rich Chiodo, Eric Traut, Erik De Bonte 3.13 SR 726 Module __setattr__ and __delattr__ Sergey B Kirpichev 3.13 SW 727 Documentation in Annotated Metadata Sebastián Ramírez 3.13 SR 736 Shorthand syntax for keyword arguments at invocation Joshua Bambrick, Chris Angelico 3.14 SR 754 IEEE 754 Floating Point Special Values Gregory R. Warnes 2.3 SW 756 Add PyUnicode_Export() and PyUnicode_Import() C functions Victor Stinner 3.14 SW 759 External Wheel Hosting Barry Warsaw, Emma Harper Smith SW 760 No More Bare Excepts Pablo Galindo Salgado, Brett
2026-01-13T08:47:44
https://github.com/Kowshikkumar1997/chainforge-ui
GitHub - Kowshikkumar1997/chainforge-ui Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... 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Dismiss alert {{ message }} Kowshikkumar1997 / chainforge-ui Public Notifications You must be signed in to change notification settings Fork 0 Star 7 chainforge-ui.vercel.app License MIT license 7 stars 0 forks Branches Tags Activity Star Notifications You must be signed in to change notification settings Code Issues 0 Pull requests 1 Actions Projects 0 Security Uh oh! There was an error while loading. Please reload this page . Insights Additional navigation options Code Issues Pull requests Actions Projects Security Insights Kowshikkumar1997/chainforge-ui   master Branches Tags Go to file Code Open more actions menu Folders and files Name Name Last commit message Last commit date Latest commit   History 21 Commits public public     src src     .gitignore .gitignore     LICENSE LICENSE     README.md README.md     package-lock.json package-lock.json     package.json package.json     postcss.config.js postcss.config.js     tailwind.config.js tailwind.config.js     View all files Repository files navigation README MIT license ChainForge UI ChainForge is a full-stack blockchain contract deployment platform. This repository contains the React frontend for the ChainForge system. The goal of ChainForge is to make smart-contract generation, deployment, and verification reproducible, auditable, and easy to use. What ChainForge Does Using ChainForge, users can: Generate ERC20, ERC721, and ERC1155 smart contracts Select optional modules (mintable, burnable, pausable, governance, etc.) Deploy contracts to Ethereum test networks Automatically verify deployed contracts on Etherscan Download deployment bundles View deployment history with verification status Interact with deployed tokens (mint, balance checks) All blockchain interactions are handled by the backend. The frontend only reflects backend state. Design Philosophy ChainForge is designed with the following principles: Deterministic builds – contracts are generated from controlled templates Artifact-based deployment – production never compiles Solidity Build/runtime separation – Hardhat is used only at build time Verification accuracy – Etherscan verification uses Solidity Standard JSON input Auditability – every deployment is stored as an immutable JSON record UI integrity – frontend never modifies deployment data Verification Pipeline Each contract is verified using the same compiler input that produced its bytecode. Verification flow: Contract compiled with Hardhat (build time) Solidity Standard JSON input extracted Verification payload stored as .verify.json Backend submits verification to Etherscan API Result is persisted in deployment record UI displays verification status Verification status lifecycle: Not Requested → Submitting → Pending → Verified / Failed Deployment Flow Frontend → Backend → Artifact Selection → Ethers.js Deployment → Deployment Record → Etherscan Verification → UI Update No Solidity compilation occurs at runtime. Technology Stack Frontend React Tailwind CSS Fetch API Backend Node.js Express ethers.js v6 Hardhat (build time only) Etherscan API v2 Blockchain Ethereum Sepolia Testnet OpenZeppelin contract standards Security Model Private keys never reach the frontend All signing happens on the backend No dynamic Solidity compilation in production Artifacts are immutable Verification uses compiler-accurate input Folder Responsibility Overview Folder Purpose artifacts-precompiled Runtime deployment artifacts contracts/generated Temporary build workspace scripts Build-time artifact generators services Runtime deployment and verification deployments Immutable deployment records bundles User download packages UI Features The Deployment History page shows: Token name Token type Network Contract explorer link Transaction explorer link Verification status Deployment timestamp Privacy Mode hides addresses from UI display without modifying backend records. Intended Use ChainForge is intended for: Token deployment platforms NFT contract deployment Blockchain education Contract verification automation Audit-friendly deployment pipelines Disclaimer This platform is intended for testing and educational use on Ethereum test networks. Source code verification does not imply that a contract is safe to interact with. Author This project was designed and implemented as a full-stack blockchain engineering system focusing on reproducible deployment and verification pipelines. License MIT License About chainforge-ui.vercel.app Resources Readme License MIT license Uh oh! There was an error while loading. Please reload this page . Activity Stars 7 stars Watchers 0 watching Forks 0 forks Report repository Releases No releases published Packages 0 No packages published Languages JavaScript 95.4% HTML 3.4% CSS 1.2% Footer © 2026 GitHub, Inc. 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2026-01-13T08:47:44
https://www.algolia.com/distributed-secure/global-infrastructure
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We got you covered! Brand guidelines Download logo pack Exceeding the highest standards with our infrastructure Our presence in 70+ data centers across 17 regions is unmatched. Wherever you are in the world, we’ll make your search ultrafast and reliable. Get started for free Contact Us Ensuring business continuity Information security is at the top of our minds since day one. DSN - Distributed Search Network Our Distributed Search Network allows you to automatically replicate and synchronize your data across 17 regions, and search queries are automatically directed to the closest data center. With our DSN, network latency is dramatically reduced. Algolia on Azure Algolia on Azure combines the power and scalability of Microsoft Azure’s highest performing Virtual Machines, the M-Series, with Algolia’s Search & Discovery engine speed. Fully managed and optimized by Algolia’s team, Algolia on Azure allows you to provide your users with fast and relevant experiences relying on terabytes of data. Learn more Security No need to worry. We keep your data safe!  Everything is considered as unsecure, even communications within the same rack are encrypted. Only HTTP and HTTPS ports are publicly opened. Servers are always running on the latest stable version of nginx web server. Infrastructure is protected by multilayer access control. Servers located in datacenters built following the industry security standards. A continuous security testing through a public bounty program is opened on HackerOne. Security & compliance Disaster recovery An incremental backup of your data is built every couple of hours. For a faster service recovery, a client-side encrypted copy of the data is also sent to the closest AWS S3 region. No matter what, your data won’t get lost! 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2026-01-13T08:47:44
https://www.reddit.com/r/all/top/#main-content
r/all Skip to main content Open menu Open navigation Go to Reddit Home Get App Get the Reddit app Log In Log in to Reddit Expand user menu Open settings menu Reddit Rules Privacy Policy User Agreement Accessibility Reddit, Inc. © 2026. All rights reserved. Expand Navigation Collapse Navigation Popular Communities :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/NoStupidQuestions 6,826,696 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Minecraft 8,576,719 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Fitness 12,454,351 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/DnD 4,199,826 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] 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[&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/2007scape 1,298,592 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/MonsterHunterWorld 585,694 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/cscareerquestions 2,307,756 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/singapore 1,781,009 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/pokemongo 5,595,668 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/DunderMifflin 3,646,440 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/learnpython 987,839 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Android 3,121,717 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Steam 5,105,775 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/southpark 2,600,479 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/skyrim 2,522,992 members See more Top Open sort options Hot New Top Rising Today Open sort options Now Today This Week This Month This Year All Time Change post view Card Compact Favourite actor who's not a fucking coward :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/okbuddycinephile :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/okbuddycinephile Discussing Kino the snyder cut Members Online Discussing Kino • Favourite actor who's not a fucking coward Sorry, something went wrong when loading this video. View in app me_irl :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/me_irl :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/me_irl wtf is a community status lol selfies of the soul | human posters only, bots go home | be excellent to each other Members Online wtf is a community status lol • me_irl How much is enough, Minnesota? :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/minnesota :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/minnesota You Betcha r/Minnesota is what YOU make it! We are a neutral grounds where Minnesotans come from all four corners of our great state to discuss the latest news, share great photography...and memes, discuss politics, the outdoors, and so much more! Keep it clean, keep it Minnesotan, please. Members Online You Betcha • How much is enough, Minnesota?
2026-01-13T08:47:44
https://www.reddit.com/r/me_irl/comments/1qb6eh8/me_irl/
Reddit - The heart of the internet Skip to main content Open menu Open navigation Go to Reddit Home r/me_irl Get App Get the Reddit app Log In Log in to Reddit Expand user menu Open settings menu :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> Go to me_irl r/me_irl • -AIIan me_irl Share New to Reddit? Create your account and connect with a world of communities. Continue with Email Continue With Phone Number By continuing, you agree to our User Agreement and acknowledge that you understand the Privacy Policy . wtf is a community status lol Public Anyone can view, post, and comment to this community 0 0 Reddit Rules Privacy Policy User Agreement Accessibility Reddit, Inc. © 2026. All rights reserved. Expand Navigation Collapse Navigation
2026-01-13T08:47:44
https://www.reddit.com/r/all/top/?t=month
r/all Skip to main content Open menu Open navigation Go to Reddit Home Get App Get the Reddit app Log In Log in to Reddit Expand user menu Open settings menu Reddit Rules Privacy Policy User Agreement Accessibility Reddit, Inc. © 2026. All rights reserved. Expand Navigation Collapse Navigation Popular Communities :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/DestinyTheGame 3,346,944 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/anime 14,120,817 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/destiny2 923,233 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/FortNiteBR 5,623,354 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/dndnext 805,036 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/buildapc 8,384,890 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/techsupport 3,320,424 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/jailbreak 752,379 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/LivestreamFail 4,548,757 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/legaladvice 3,374,822 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/LifeProTips 22,931,569 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/AskCulinary 1,222,575 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Philippines 3,518,416 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/memes 35,584,536 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Rainbow6 2,113,497 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Sneakers 5,519,321 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/learnprogramming 4,300,279 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/RedDeadOnline 473,603 members :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/jobs 2,513,360 members See more Top Open sort options Hot New Top Rising This Month Open sort options Now Today This Week This Month This Year All Time Change post view Card Compact The Bondi hero awake and recovering in hospital after saving countless lives :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/MadeMeSmile :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/MadeMeSmile Welcome! /r/MadeMeSmile is a place to share things that made you smile or brightened up your day. No politics, AI, or sad posts Members Online • The Bondi hero awake and recovering in hospital after saving countless lives Hope she wins :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/SipsTea :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/SipsTea We have fun here. Delivering the internet's best content daily. On Wednesdays we post frogs! Members Online We have fun here. • Hope she wins Mamdani sworn in on a Quran as the first Muslim, South Asian, African-born, millennial mayor of NYC :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/pics :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/pics Earn double karma when you post non-political content! A place for photographs, pictures, and other images. Members Online Earn double karma when you post non-political content! • Mamdani sworn in on a Quran as the first Muslim, South Asian, African-born, millennial mayor of NYC
2026-01-13T08:47:44
https://anchor.fm/apisyouwonthate/episodes/Episode-2-New-OSS-Open-API-Tooling-Abound-e4ud5i
Episode 2: New OSS Open API Tooling Abound! by APIs You Won't Hate APIs You Won't Hate By Phil Sturgeon A no-nonsense podcast about API design, development, HTTP in general, service-orientated architecture, microservices, and probably bikes. Listen on Spotify Available on Report content on Spotify Episode 2: New OSS Open API Tooling Abound! APIs You Won't Hate Aug 12, 2019 Share 00:00 36:28 GraphQL Monitoring and how to travel via Train This episode is brought to you by Stoplight.io ( https://stoplight.io )! Check out Studio today if you are creating an API with the OpenAPI Specification. In this episode, Phil talks about how his trip across the United States via train went. We also talk about how to monitor APIs and what is the best APM solution for monitoring GraphQL endpoints. We also talk about the progress being made by the Stoplight team with both their tooling around Async APIs and also work being done on Studio.  Links: Article: GraphQL Performance Monitoring Is Hard Why GraphQL Performance Monitoring is hard Phil's repo of companies working to help save the earth Awesome Earth Sep 25, 2019 45:56 Episode 2: New OSS Open API Tooling Abound! Last time on APIs You Won't Hate, we laid the ground work for this podcast. This time (after a failed attempt when Phil didn't press record) Mike, Phil, and Matt talk about whats new with Stoplight.io, how front end developers like Mike can use the Stoplight suite of OSS products to make Front End Development better, and where they are with the books! Notes: https://stoplight.io https://github.com/stoplight https://twitter.com/philsturgeon https://twitter.com/irreverentmike https://twitter.com/matthewtrask Sponsors: Huge thank you to Stoplight.io ( https://stoplight.io ) for sponsoring this episode! If you are looking to make your API workflow better, check them out for tools ranging from linting (Spectral) to mocking (Prism) to their new release Studio! Aug 12, 2019 36:28 Episode 1: APIs and Bikes Go Together Great Welcome to our new podcast! Phil Sturgeon (@philsturgeon), Mike Bifulco (@irreverentmike) and Matt Trask (@matthewtrask) get started with the first episode where we talk about bikes, APIs and our goal for the podcast. We break down Phil's adventures in Europe, how his new books are going with the help of Mike, and some other nonsense.  Find us in the APIs You Wont Hate slack for questions, help, mentoring or other things! Jun 23, 2019 33:27 © 2026 Spotify AB Careers Legal Help App Store Google Play
2026-01-13T08:47:44
https://get.fun/#5
Where Fun is the Name of the Game and the Domain Extension! Home Why .fun? Our Partners About Us Contact Us Login/Signup From gamers and standup comics to entrepreneurs and content creators, make it about the power of your ideas with a .fun domain extension! speedcircuit.fun pocketgamer.fun fortnite.fun neal.fun speedcircuit.fun pocketgamer.fun fortnite.fun neal.fun Brand your site in a way that’s instantly appealing. Unique way to brand yourself or your business and make it more memorable to potential customers. .com may have been exciting 30 years ago. But now? The corporate world is dull enough without yet another dry-sounding website clogging up the servers. A.fun domain is the holy grail of all domain names - it's the only way to achieve ultimate enlightenment, inner peace, and eternal happiness! Well, maybe not but you get the point! Choose .fun and add some spark to your online presence. Get your .fun domain At .fun, we're on a mission to bring a little more laughter to the world and make the Internet a happier place. As fun-centric entrepreneurs ourselves, we understand the importance of having a memorable and unique online presence. With .fun designed to infuse some humor and personality into your website. It’s perfect for light-hearted businesses in any industry who find their calling on the brighter side of life and want to leave a lasting impression on their customers. If that’s you, then here we are. Have Questions? Get in touch! At .fun, we're on a mission to bring a little more laughter to the world and make the Internet a happier place. As fun-centric entrepreneurs ourselves, we understand the importance of having a memorable and unique online presence. With .fun designed to infuse some humor and personality into your website. It’s perfect for light-hearted businesses in any industry who find their calling on the brighter side of life and want to leave a lasting impression on their customers. If that’s you, then here we are. Have Questions? Get in touch! We're excited to work with you to find the perfect domain. Give us a shout and start unleashing the power of your ideas. We're excited to work with you to find the perfect domain. Give us a shout and start unleashing the power of your ideas. Get in touch Name Dot Store Inc, 303 Aarti Chambers, Victoria, Mahe, Republic of Seychelles 1800 34 4433 [email protected] Looking for a sponsor for your .fun website? Write to Us! Looking for a sponsor for your fun website? Write to Us! © 2025 Name Dot Store Inc. All Rights Reserved. Privacy Policy Terms & Conditions
2026-01-13T08:47:44
https://www.algolia.com/department/merchandisers
Merchandisers Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Algolia for Merchandising Teams Combine the art of merchandising with the science of algorithms Optimize product discovery, control product visibility, and respond swiftly to market shifts. Get a demo of the Merchandising Studio More than 18,000 organizations in 150+ countries trust Algolia See all customer stories Built for merchandisers Every day, merchandisers balance creative vision with data-driven insight to create shopping experiences that drive results. They curate products that reflect customer trends and changing priorities – from new launches to seasonal campaigns to managing overstock – analyze what’s driving engagement, and collaborate across teams to turn insights into action. With Algolia, these decisions become faster, smarter, and more impactful. Create beautiful experiences Each day often starts with a fresh look at the digital storefront, tuning search results and category pages, featuring new arrivals, and keeping best sellers front and center. With intuitive, no-code controls, merchandisers can update with confidence and respond in real time, ensuring every campaign or collection reflects current goals and inventory. Respond to trends as they happen Get real-time analytics highlighting which searches convert, where customers drop off, and what’s trending right now. With clear, easy-to-use insights, merchandisers can move fast and make confident, data-backed decisions to refine search rules or promotions that boost conversion and AOV. Collaborate at scale Merchandisers rarely work in isolation. They partner with marketing, engineering, and operations to keep experiences consistent across channels. Algolia’s flexible tools and integrations make it easy for teams to move fast  and stay aligned, whether refreshing collections, syncing inventory updates, or sharing results that prove impact. Modern merchandising moves at the speed of your customers Today’s merchandisers do more than manage assortments — they craft moments that create customer excitement and brand loyalty. With the right tools, such as the Algolia Merchandising Studio, they can move faster, think bigger, and deliver consistent experiences that drive measurable growth across every channel. Do more with celebrity and brand partnerships When major collaborations go live, visibility is everything. With Algolia, your team can keep exclusive products front and center, manage demand in real time, and make every launch moment count — ensuring fans find what they want before it’s gone. Learn more Take control of retail media Sponsored results can boost revenue, but only if they fit naturally. Algolia helps you keep them aligned with your customer journey, ensuring every placement feels right and performs well. Learn more Run campaigns that connect across every channel Whether shoppers are browsing on your site, app, or beyond, consistent messaging and promotions build trust and recognition. Unified campaign management helps merchandisers keep experiences cohesive across every customer interaction. Learn more Personalize every shopping moment No two shoppers are the same. Algolia can help you tailor results and recommendations based on behavior, preferences, or region — creating experiences that feel personal and relevant, even from the first interaction. Learn more Measure impact and act fast Clear insights into performance make it easy to see what’s working and what’s not. Optimize campaigns, fine-tune placements, and demonstrate business impact — all in real time. Learn more Advanced curation with complete control Smart Groups Define product groups and place them strategically in the results grid to boost visibility and drive engagement. Learn more Collections Create seasonal or thematic collections pages instantly, no coding required. Learn more Redirects Simplify the creation & implementation of search redirects without any code.  Learn more Promotional banners Instantly apply banners within search and category pages with the visual merchandising controls Learn more Works seamlessly with your tech stack Algolia connects with the platforms you already use, like Shopify, Adobe Commerce, and Salesforce Commerce Cloud, so you can work faster across systems, seamlessly.  See all integrations Related reading Collections: scaling efficiency and carefully curated experiences in merchandising Collections makes it easier for online merchandising teams to push the right inventory and hit that customer sweet spot. This eBook explores the possibilities. Read the ebook An introduction to data-driven AI merchandising Your homepage is the window into your store. But how do merchandisers maximize the power of their online real estate to drive sales, brand experiences, and other critical outcomes? Learn more How Arc'teryx scales product search and discovery Arc’teryx parent Amer Sports decided to move to a more powerful search solution: Algolia. The enterprise migration proved successful, improving product discovery and search relevance, all while empowering the Arc’teryx merchandising team. Read their story Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.algolia.com/use-cases/mobile-search
Build Mobile & App Search, fast | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Mobile Search Create intelligent Search & Discovery for mobile Create AI-driven mobile-native experiences with Algolia APIs for mobile websites and apps. Get a demo Start building for free *]:border-l md:[&>*:nth-child(1)]:border-none md:[&>*:nth-child(4n+1)]:border-none"> 1.7+ Trillion searches every year 99.999% uptime SLA available 382% ROI according to Forrester Research 18,000+ customers across 150+ countries Easily integrate search, browse, and recommendations into your mobile applications Integrate in your iOS & Android mobile apps Developers can quickly build excellent mobile search and discovery experiences with our front-end components for  iOS ,  Android , and mobile web. Our components and UI libraries reflect the concepts, coding patterns, and  UX/UI best practices  for each framework. Build on Android Build on iOS Add voice search capabilities Web browsing is the primary action people do on their mobile devices, but voice searching is in second place. Let users easily  voice search  with native browser  speech-to-text support . And you can add voice search to your mobile apps with voice overlay for  Android  and  iOS  developers. Read more about voice search Be location focused People using mobile devices are more likely to be searching for information related to their physical location, such as a restaurant or retail store. If you want more engagement or conversions, it’s smart to serve relevant local search content and results. Whether someone is surfing the web at home, or walking around a foreign city, they’ll get relevant local mobile search results. Read your mobile searchers’ minds with analytics Our analytics features reveal what your mobile users are trying to locate, which search results they’re selecting, and how they proceed based on what they discover while searching. You can use this insight to  do things  like fine-tune search relevance, improve your app’s user interface, and decide which content or products to promote for your smartphone users.  Read more about analytics Mobile & App search and recommendations that fast to build and scale With Algolia, create personalized experiences that improve your customer journey. Increase your conversion rates, shopper and user engagement, and elevate your brand. Maximize small-screen real estate By focusing functionality on what people want when they’re on their smartphones Reduce friction And improve engagement by correcting users’ text-entry typos and spelling mistakes Help users find what they need fast With out-of-the-box search-as-you-type autocomplete with real-time results Recommended content 7 ways to get more out of Algolia search A checklist of practical, easy ways for Algolia customers to improve their search and boost conversion rates. Recommendations range from core relevance and UI design to improving search merchandising. Read more How to improve search and discoverability in eCommerce Learn how to build search, discovery, and browse foundations for headless commerce, hosted by one of Algolia's Solutions Engineers.  Read more Shopping at the edge: Solving for infinite customer experience journeys A real-life scenario of the modern-day product discovery flow. Learn best-practices from our panel of experts.  Read more See more Mobile & App Search FAQs What is mobile search? 0 Mobile search is search conducted using a mobile device, for instance, an Apple iPhone or iPad, or an Android phone. An estimated 48% of U.S. web traffic is generated by people using mobile devices (e.g., an Apple iPhone or an Android phone), according to  Statista  (2021). Globally the percentage is higher—more than 50%. More than when they're using a desktop computer or laptop, mobile users often do local searches: those related to their geographical area (for example, "near me" searches). In addition, someone entering a search query using a mobile device is likely to want relatively simple information (as opposed to needing to conduct an online search for data on an information-intensive web page), such as the distance to a nearby pizza restaurant or which neighborhood retailers carry a product they've decided to buy using Google search or Amazon. There are various types of mobile apps. Some mobile search engines provide answers to questions (e.g., when someone asks for the local weather forecast). Some make personalized product recommendations based on entered search terms and collected shopper preferences. Some give directions, hail rides, or let people search for news articles. Some include the option of voice search, allowing users to speak their search queries. Mobile search presents unique challenges to mobile-app designers, product marketers, and others because mobile device screens are obviously much smaller than those on desktop and laptop PCs. The mobile search experience can be optimized to overlook typos caused while trying to tap keys on a tiny screen, as well as to offer mobile users shortcuts by suggesting queries based on the text they seem to be entering. Mobile search is a dynamic field that is continually changing as new technology, such as the ability to make AI-related recommendations and personalize the shopping experience in an ecommerce app, become available. Voice search on a mobile device is another new option that's popular with people who get impatient with trying to tap letters on a tiny screen. Many companies and organizations have yet to optimize their apps for mobile search, but as more do, and their mobile users are delighted, the practice of using mobile devices to search is sure to become an even more ingrained part of everyday American life. How many searches happen on mobile? 0 According to  Statista  (2021) about 48% of U.S. web traffic is generated by people using mobile devices (e.g., an Apple iPhone or an Android phone). For the world as a whole, the percentage is higher—more than 50%. An older report (2016), "Mobile Search: Topics and Themes" (Hitwise), concluded that almost 60% of all searches are done on mobile devices. This study also found that the most popular sector for a mobile search was the food and beverage category. This makes sense given that people often use their mobile phones while out in a town or a particular geographical area to do a local search for a restaurant near them. What percentage of people look at websites on their phone? 0 According to  Statista  (2021), about 50% of the world's web traffic is generated by people using mobile devices, such as an Apple iPhone or an Android phone. This percentage has been consistent since early 2017. Watching movies and videos (via mobile apps Netflix, Tencent, or Amazon Prime from the Apple app store), surfing social media sites, and emailing were found to be the most popular things for mobile users to do on their devices. What is the best search pattern for mobile phones? 0 In a book called  Mobile Design Pattern Gallery  (2014), author Theresa Neil focuses on the value of autocompletion in enhancing basic searching on a mobile phone. Autocomplete functionality suggests search queries as a user enters search terms on their mobile device; when the search they want appears, they can simply tap it. The final touch in terms of usefulness: providing a mobile search engine progress indicator, such as a ticking clock or the word "Searching...". Another popular mobile app pattern for maximizing small-screen real estate during a mobile search is faceted search, which lets the searcher narrow their results by applying filters, typically by selecting options provided in a "tray"-style overlay. Faceted search is often utilized by retailers in ecommerce (and the mobile equivalent, m-commerce) and by travel service providers, as well as in online search tools on media websites. One relatively new application for searching on mobile devices is voice search. According to eMarketer, in 2019, 40% of all U.S. Internet users were using voice search, which has grown more popular, albeit slowly. Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://share.transistor.fm/s/3b117523
APIs You Won't Hate | Don't roll your own API Management tools, with Josh Twist from Zuplo APIs You Won't Hate 40 ? 30 : 10)" @keyup.document.left="seekBySeconds(-10)" @keyup.document.m="toggleMute" @keyup.document.s="toggleSpeed" @play="play(false, true)" @loadedmetadata="handleLoadedMetadata" @pause="pause(true)" preload="none" @timejump.window="seekToSeconds($event.detail.timestamp); shareTimeFormatted = formatTime($event.detail.timestamp)" > Trailer Bonus 10 40 ? 30 : 10)" class="seek-seconds-button" > 40 ? 30 : 10"> Subscribe Share More Info Download More episodes Subscribe newValue ? setTimeout(() => copied = false, 2500) : null)" @click="copied = copyFeedUrl()" class="form-input-group" > Copied to clipboard Apple Podcasts Spotify Pocket Casts Overcast Castro YouTube Goodpods Goodpods Metacast Amazon Music Pandora CastBox Anghami Anghami Fountain JioSaavn Gaana iHeartRadio TuneIn TuneIn Player FM SoundCloud SoundCloud Deezer Podcast Addict Share newValue ? setTimeout(() => copied = false, 2500) : null)" @click="copied = copyShareUrl()" class="form-input-group" > Share Copied to clipboard newValue ? setTimeout(() => copied = false, 2500) : null)" @click="copied = copyEmbedHtml()" class="form-input-group" > Embed Copied to clipboard Start at Trailer Bonus Full Transcript View the website updateDescriptionLinks($el))" class="episode-description" > Chapters February 16, 2023 by APIs You Won't Hate View the website Listen On Apple Podcasts Listen On Spotify Listen On YouTube RSS Feed Subscribe RSS Feed RSS Feed URL Copied! Follow Episode Details / Transcript Our guest this episode is Josh Twist, CEO and Co-founder of Zuplo. We chat about Zuplo's history, their developer products and audience, and the complexities of maintaining APIs in small and large companies. We also discuss Zuplo's support for APIs You Won't Hate through their recent sponsorship of https://openapi.tools . Thanks so much to Zuplo for supporting our community! Creators and Guests Host Mike Bifulco Cofounder and host of APIs You Won't Hate. Blogs at https://mikebifulco.com Into 🚴‍♀️, espresso ☕, looking after 🌍. ex @Stripe @Google @Microsoft Host Phil Sturgeon Bike nomad, boycotting fossil-fuels, working on reforestation and ancient woodland restoration as co-founder of @ProtectEarthUK. @philsturgeon@mastodon.green Guest joshtwist.eth Co-founder & CEO @zuplo. Former product leader at Facebook, Microsoft and Stripe. Brit in the US; accent takes all the credit. 🌱 based. He/him. What is APIs You Won't Hate? A no-nonsense (well, some-nonsense) podcast about API design & development, new features in the world of HTTP, service-orientated architecture, microservices, and probably bikes. mike_bifulco: Hello, and welcome back to APIs. You won't hate the podcast. My name is Mike Filko. I'm one of your co-hosts, and today I'm joined by, uh, two friends of mine, including the, uh, ever wandering Phil Sturgeon. Phil, how are you today? Track 1: Hey, how you doing? Um, uh, I'm good. I actually dunno where I currently am. Um, but uh, I have internet and that seems like the most important thing. mike_bifulco: that's good. Yeah, you seem to be in good health too, which is, uh, usually a relief. yeah, and we're here today also speaking with our friend Josh Twist from Zulo, Josh. Uh, thanks for joining us today. josh_twist: Yeah, no, great to be here. Great to sort of meet you guys in person and uh, yeah, thanks for having me on the show. mike_bifulco: of course. Interestingly enough, uh, you guys have come on board as a sponsor for one of our sites, that, uh, APIs Walnut Hate has developed along the way called Open api.tools. Open api.tools is just what it sounds like. It is a, open source list of tooling for working with open api. So if you're listening to the show, you can head to the url. It's one of those funny top level domains that sounds like it might not be real, but it is actually real. And there's a list of dozens dozens of, open API tooling that has been, cobbled together from. The APIs, you all hate community, including, uh, myself and Phil and Matt Trask and a bunch of other people uh, You're welcome to submit things you might want to add. And, you'll notice, Zulo is our, uh, prime sponsor for the site at the moment. Why don't we start there? Why don't you give the 32nd pitch for, uh, what you're working on at Zulu, what, uh, what the story is and why our API devs might be interested in it. josh_twist: 30 seconds is quite a tight time slot. Um, Track 1: We have, we have more questions, Kevin, about it as well. So don't worry. That's, that's not the whole thing, josh_twist: so yeah, I've worked , let's sit podcast over. Uh, no, I've worked on, uh, I've worked on in on APIs for a long time. I actually founded the Azure API management product at Microsoft through an acquisition. And I've sort of sat watching that whole industry for, I dunno, nearly 10 years, seven years, somewhere between those two numbers. And I just felt that none of the products were fun to use. Uh, there's like a, it's a red ocean. There's lots and lots of API gateways and API management tools, but I think they have low N ps. They're really not designed for engineers. Um, and I just felt there was time for a fresh take on it. And so we created Zulo in, uh, July of 21 was when we founded the company. And we're, we're trying to bring a really sort of fresh perspective to. API management and democratize the technology is kind of our goal. So we wanna make it something that every business would consider using. You know, API management today is typically used by larger companies. Um, and I think it's something startups should use. Like, don't spend time on this. We can do it faster, better, more secure, uh, and cheaper than if you build this stuff yourself. And yeah, we're gonna do that by making it easy, making it affordable, making it fun. Track 1: fun. Nice. You said a bunch of stuff in there and I dunno what NPSs is and a bunch of those other things, but first we have to ask the question, what is an APA gateway? josh_twist: Oh, is that to me, Track 1: to me? Yeah. josh_twist: oh God. Wow. I feel like I'm being tested now. Well, it's a gateway. And what's the difference between API management is like a constant sort of, uh, debate. So, um, you know, a gateway at, to simple level in my mind is, is, is sort of a layer, an architectural layer you put in front of your, your APIs that typically take care of some sort of common, um, uh, common concerns that, that, that you need when you're, when you're shipping APIs. So authentication, um, security, uh, protection, like rate limiting, um, Uh, et cetera, et cetera. And so, you know, there's lots of gateways in the market actually, that that market is really enormous. Uh, uh, you considered engine X and um, uh, all of the platforms that are forked Engine X, um, that exist. Um, and then you've got API management, which I think is, is, is API gateway plus plus that takes, that looks after additional concerns and really tries to give you a holistic way of managing a lot of APIs. In our case, we also try and make it easier for people to ship APIs. So, so one of the things we say, actually, both Mike and I worked at Stripe for a while, is that we helped startups ship, uh, Stripe Quality api. Very quickly. And to do that, we take care of your developer documentation. We call it the, the three pillars actually of, of sort of shipping an api. You need protection, you need authentication, and you need documentation. Like that's the bare minimum that you want when shipping an api. So protection means things like rate limiting and funny, like this happens all the time. And I talk to customers, they're like, I, some half of people say I don't need rate limiting cuz I'm not gonna get attacked by, uh, anonymous or this hacker gang. And. It's not the hackers that are gonna get you, it's your customer that's gonna write a bad fall loop and take you down. And then the other half of customers are like, yeah, this happened to me yesterday. useEffect in react is probably the ultimate culprit for taking APIs down that don't have rate limiting in place. Um, so protection is, is things like rate limiting and quotas. Uh, documentations fairly self-explanatory I think. And then authentication is, you know, what's your approach to orth? Are you gonna use Jot? Are you gonna say API keys? I have strong opinions on that as well. And we make those, you know, just drag in a policy or drop at your ship you'd done and you can get on focusing on your business logic. Um, so yeah, A quick take on API management, API gateway, Track 1: Nice. We don't like strong opinions on, on this podcast. Uh, we like to be fair and balanced at all the things. Um, that's not true. That's pretty cool. And so what, what sort of, um, users are you going for? Right, because there's, there's a whole bunch of a API I Gateways and a p a management tools out there. There's, there's all like the Enterprisey A and all of that. Um, there's, uh, every one of the cloud solutions, like a Azure has one. Um, AWS has two for reasons. Um, there's, there's, there's loads of 'em. Um, there's uh, tyke, there's Kong, there's little JavaScript based ones. Like what, what separates yours from all of them? Is it different personas? It different functionality? josh_twist: No, I don't. Interestingly, we've, we, we've approached this a little bit unusually in terms of persona. I th I think there's definitely differentiators that I could go into. Um, but actually one of the things when we, you know, we're a newish company about year, year and a half coming, uh, coming approaching two years, one of the things I was keen to do, I mentioned democratizing API gateways. Um, I really wanted to build a product that would span the needs of a large organization and a small one. And so one of the hypotheses we set out to prove or disprove, uh, initially is, can you, does such a product exist? Can you do that? And, um, my belief was you can, because actually the, the concerns are roughly the same. It's just the experience that matters more to that low end. So we, you know, I feel like we've done that. I've got, uh, a good number of tiny customers that have like two employees and they just wanna ship an API quickly and they're delighted that they have this great, um, uh, they have this great experience that they didn't have to work so hard on. And I have, um, uh, customers with 5,000 employees, um, large contracts that we're considering, I won't name any names, but you've already said them, um, in an rfp. And we went through a formal RFP process. And so what's really exciting to me is we've kind of, I feel like we've proven that hypothesis recently that a product can do both of those. You can build a product that's easy to use and that's why these big companies are choosing us is because. They don't need to be sent on a training course for a week to use sulo, but it can do pretty much everything the, the bigger, more mature products can do. And it just fits into their, their life cycle better fits into their, uh, developer workflow. That's a, been a massive focus for us. mike_bifulco: Yeah, it's interesting. It sounds like it fits sort of the classification of products that like enables a lot of superpowers without, uh, having to spin up an entire team of, of wizards or experts or whatever to go and, uh, figure out how to, uh, you know, go around all the edge cases of rate limiting and all of the things that, uh, your team is no doubt an expert on. Um, I, I tend to think that it's a pretty good hallmark too of a product that's worth looking at when it works for both the small and large teams. Uh, especially because that means that someone at a larger company can grow their, you know, their little, uh, niche, uh, api, um, from, from nothing with a couple of people to something pretty massive. josh_twist: The a hundred percent. And the, the other thing actually just from. Like a business perspective in my mind. You know, I think, I think one of the businesses that's done this very well is OTH zero. Um, and they built a product that works great for large companies, they have massive customers, but pretty much every startup I talk to uses them. And that was actually part of their go-to-market strategy is, you know, people used Orth Zero on their side project and their hobby project or, but they also worked at Big Co. And so when the time came that, hey, we need this identity solution. Um, you know, and very much I hope that's what what I hope happens with Zulo. We have lots of hobbyists building things. We did, we did some stuff with Superb Base recently as a backend. And if you want to go API first with a super base backend, you know, Zulo is a pretty easy way of doing that. Um, very low lift, which is great for that audience cuz they don't have a ton of time. And you know, the hope is that they'll fall in love with the product and go and sell it at their big company they work at during the week. mike_bifulco: Sure. Yeah. I was, uh, diving in and looking at your docs. Uh, I guess as I was preparing for the show here, and one of the things that stood out to me as interesting is, um, I think there's a section in documentation that's something like, um, get started or quickstart or something like that. Uh, and that there were a couple of key use cases that fell into that quickstar category that really made it feel like, um, if you're looking for these things, the solution is, you know, dead simple right in front of you. Um, and the, the two that I recall off the top of my head are documentation and rate limiting as, as, or, uh, you know, just general gateway features as a, as a quick start. Uh, and like that's. , that's a, a really simple way to evaluate the product and, uh, whether or not it fits your use case. Um, and that meshes well, uh, with the pricing tiers that you have as well. So if this is me putting on my, you know, uh, startup founder hat, I guess too, but that's a really interesting way to like, just let someone get in and use the thing and then go sell it to their organization as opposed to having to deal with the sales team on your side. Are you finding that that's a, that's a way that people, um, really do sort of join and get started. Like you've left the right breadcrumbs for people to try out Zu. josh_twist: Yeah, the smaller folks for sure, um, they tend to come in, try the free product, and then, you know, uh, we see them in the Discord chat and end up becoming paying customers. Um, the larger customers, we've, there's actually a bit of a, uh, I don't know how relevant this is to you, to the podcast, but I'll share it anyway, but there's a bit of a, the, it's called product led growth. This idea what, what, um, if you're familiar with it, what, what ZE did a great job of, and it's actually become, there's a bit of a backlash against it in the startup world today, that it's not the be all and end all. And I think we see it as like, you actually need both streams. Like our larger customers at the moment, they haven't come in that route. They don't really sign up themselves. We get sent a formal, they hear about us, they're excited about it, they see the demo, and that's usually when they suddenly get very interested and are willing. You know, to be clear for a large company to take a bet on zulo, it takes someone risking some personal capital. It's like, you know, they're saying you don't get fired for choosing b m. It's like, just pick Apogee or Congo, one of the big names, you know, it's easier. But once they see what they can enable their teams to do, and their teams will actually like using it, they're, they're willing to fight for Zulo. But that's a more formal, sort of sales led process, um, for those folks. I hope it switches. You know, I love it when people come in and stick a credit card in and they're just away, uh, at the races. But we definitely see both channels being important, um, uh, important for us, but we're very passionate about, I, I think about building a product like this, like building a video game. And I think, um, someone did a great article on this actually. I'll, I'll add it to your show notes. Um, when I dig it out, um, actually I got it from, Uh, uh, a memo in Side Stripe from Patrick. Um, and, uh, and it talks about like the best products are like video games in terms of, they start very easy, you know, when you, when you start Mario level one, you know, you just gotta jump around a bit and you're gonna finish. But there's a way and a ramp to like use all the power of a product. And it's like your face of bows are on the, the last level, on the, the, the bad guy. But, so, uh, products in this market, I find it feels like you're just facing Bowser from the get-go, right? That's your, like , you're literally on the last level. It's really hard to get started. And so we, we spend a lot of time and attention is how do we make the, a really nice sort of glide slope to the product. You come in, you've got API key management set up, it's tied to a project, but then as things get more complex and you're, you're starting to wanna do some wild stuff, then we, we give you all the tools that you can, you can do whatever you need to do. So that's a thing we think about a lot. mike_bifulco: Yeah. Uh, that's, um, one of those things that I think, um, people using your products too won't realize it's happening, right? But they'll, they'll have become experts and kind of grown this understanding and attachment, uh, to the tools that they're using. Um, and in particular, if that feels familiar, like that journey is something that feels like they've felt with products that they already love. You know, like, oh, this is just like when I started with super base, for example, or whatever, right? You feel like you're, uh, hopping from lilypad to lilypad in a way that, um, is familiar and generally good. You, you get the network effect of those associations too. josh_twist: Yep. Track 1: Yeah, I mean that's something that I quite liked about the way that things ended up going at stoplight. Um, that was, Whether you see it as like a skeezy marketing tactic or whether you see it as um, kinda like that product led stuff you're talking about. Like we released a bunch of open source tools, um, and, and loads of people were used to working just purely with those open source tools. Like people love spectral and they'll just use spectral all the time and it's little c l i thing, and then maybe they'll use it in the VS code thing. But you get used to using this stuff from stoplight and then. , you're like, actually I'm, I'm fed up with editing open API via Yammel, so I'm gonna go use their studio, but I'll download the desktop one and it's totally free. So these hobbyists and these individuals, and maybe you're working at a company using that stoplight stuff without the company signing off on anything cuz you didn't need to. It's just an app on my computer and then all of a sudden someone's like, ah man, we need a editor that everyone can use. And there's like five people at that company going stoplight, I already use it. We're already in there. Um, so kind of having, it's just freemium, I guess, but having that freemium model. Where you can get loads done. Um, and, and not try and like kneecap people with, uh, all these useful, critical features are gonna be hidden behind a table you can get so far but you can't publish or something, you know, crap like that. Giving them an actual genuine experience but then just saying, oh, if you want these complicated, confusing, um, like shared design libraries or shared style guides and things that involve our servers doing loads of work, I gotta charge you some money for that cuz the server has gotta do loads of work. And I, I think that's just a nice way of going about it. Just like, yeah, genuine freemium stuff to get your foot in the door as well. It's like a win-win for everyone josh_twist: Yeah. Help people solve real problems as well. And we, well also actually, the, the premium tastes great for us. Like we get a lot of good feedback from people who use our free product, and they're probably not gonna become paying customers anytime soon. But they've been some of our best customers in terms of helping us build a great experience. You know, these folks who are doing this, not for their job, but for, for fun or for their hobby or their side gig, they're trying to start, you know, um, they're doing it from a real place of passion. And so their, their feedback's especially interesting to us. Track 1: Tell us more. So you're talking about a p management, we've mentioned that gateway is kind of one aspect of it. Um, but a p management is a huge nebulous topic. There's a million different parts of the life cycle that you might be managing. Um, and actually another stoplight mention, they're not sponsoring us anymore. I don't work there anymore. At some point I'll shut up about stoplight. Um, but , um, Jason Harmon, the cto, wrote his really good blog post for, um, is it a blog post if it's for Forbes? I don't know, whatever he wrote for Forbes. Um, talking about how it's basically impossible to cover every single aspect of the API lifecycle. Properly. There's a lot of companies pretending that they do, but they don't because you've got, um, especially his design, there's a api. Design management has, has been separated out as its own kind of, um, vertical. But you've got kind of the designing, um, which you kind of do, cause you've got an editor, you've got mocking, you've got docs, you've got testing, kinda, you were talking about some contract testing on a chat the other day, right? There's um, there's the whole like developer portal getting new API keys, which hooks in with the actual production stuff. Like what parts of the life cycle are you going for and what are you not going for? I know you're just trying to do it all like a madman, josh_twist: No. Uh, we're definitely not, not yet. I mean, you know, I think maybe there's a world where we continue to sort of eat up adjacencies, but our focus, um, you know, we do have a designer, but I don't think we're trying to become an alternative to stoplight or to, um, you know, postman, I think as, as sort of has some good tools here as well. Um, that's not our intention with the designer, the designers though really, again, to give you that sort of very, very easy onboarding experience. That's, that's, you know, we're, we're not suggesting anyone tries to design an open API document in our designer. Don't do that way, I mean, it just won't work. Um, but if you're coming in and you just wanna get started, it kind of gives you this very gradual glide slope to being successful. But then if you look, when you're designing whatever you're designing, it's just generating a text file in the background, right? Um, and in that you can do a lot more than our design could do. So we're not trying to own API design. I don't think at this point we, it's hard to say exactly where the stages are, where they end, uh, where they begin and where they end. I think one of the, first of all, we wanna make you it easy to have a, like a great runtime like running and operating. Uh, an API needs to be great. So the fact that you're protected, um, the fact that, uh, you have analytics and understand what's going on, and, you know, we have integrations with like Datadog for, for logging. So sort of operations is, um, is covered. That's the, that part is the real focus for us at this point. And the reason we have tests is really just in support of getting people to that place. So one of the biggest things we've spent time on is, is what is the deployment story for Zulo? So, I mean, you mentioned great open source companies, actually, I think like Versace is a company we admire, uh, tremendously. Um, and you know, they had Op Xjs is open source and then the, the paid products is, is the sort of segue I'm going for there. Um, they also, along with Netlify, have this great GI ops model where everything's in. In GitHub and you, um, you push a commit and then it'll deploy, uh, for each branch. Well, we have exactly the same behavior. So, uh, we make it crazy, easy to deploy. And part of that is being able to test easily. So really that's why we built the testing. We don't think of ourselves as like the ultimate API testing platform. Not at all. Um, rather, we wanna make sure that when you're running and operating these tier zero mission critical APIs, as they are for most of our companies, that you're not gonna deploy something bad. So we want, we want to help you to help yourself effectively. So that's why we have things like the, the testing. I am definitely interested in helping teams. because there's blurry lines at the edge of that part of just like running and operating an api, right. And managing it. It, there's, there's, there is this idea of, well, how can I put it? What my experience of customers using API gateways, like most of the, or API management products in the market is that the, the gateway lives on like an iron throne in the, in the business, in the enterprise. It's guarded by a team of architects dressing like Knight outfits as I'm going for the full on Game of Thrones thing here. Uh, you know, and no engineer can touch it. They probably have to fill in a Google form to make request changes. And it's just, it's just BS frankly from like how engineers normally work. And so we wanna fix that. And so now, Creating a new deployment, creating a new environment in zoo PLO tech, 20 seconds and you'll have it live. I have a customer paying for 250 concurrent production environments, and that's cuz every team gets a preview environment, gets multiple preview environments. They just wanna throw, create them, play with them, throw them away. Every engineer gets to do that where we are. Where I am interested in going a little bit further is, so how do we. You know, those architects, now they've kinda lost control, right? How do we give them governance with a little G? And we really wanna do that in automated ways. So some of the stuff we're, we're playing with now is the, the tests have to pass before you can promote this to the true production environment or the true QA environment. Um, maybe some lin rules are gonna come into play, like, Hey, you know, we have a set of standards here. And, um, and it, you can do whatever you want on your, what we call working copy. That's like the pri developer's private gateway we give them. Um, but if you wanna get that into production or QA or staging or whatever, then it's gonna have to pass these rules. You're gonna get warnings, and then they're gonna turn into errors. So there's blurry lines, but really we're about, you know, operating, um, operating a large API at scale. Track 1: That's, yeah, that's interesting. Cause that's one thing I wanted to ask about is like who, who operates it, like who's in charge of it. Right. Because I've worked at a bunch of companies where, You don't, you almost don't even know that the EPA gateway exists. It, it's like a, or any of the, you know, I, I throw around gateway and management interchangeably sometimes cuz they're pretty close. But, um, like they'll, they'll just kind of like sneak it in. You, you build whatever Rails app you're building or whatever, and then someone will just like slide this layer in, in front and you get rate limiting, which you never had to think about Cool. Or whatever. Um, and you might get a bit of like edge caching or something else, but like, it is just kind of this, this like DevOps implementation detail that you, it's more like infrastructure, um, but it, it kind of sounds like you are looking for other people to get involved. Right. So the, the developers maybe getting a bit more involved, but like, is there any, is there any room for the client side to get involved? Because you were showing me, um, the caching feature and I can absolutely, I, I bet. There's people out there. Kind of my frustration with the way that people talk about Graph UL a lot is that, that there's, there's lots of people out there that are really upset with bad rest APIs that are then building their own kind of API layer in Graph UL building bff so that, you know, they're a client team, but they're building a BFF to solve ship problems with that shit api. Um, and I could just kind of josh_twist: other Track 1: oh, sorry. Backend, backend, backend for front end. josh_twist: Oh, okay. Okay. Back in for Track 1: So, yeah, like say, say you are building a React app and you've gotta talk to like six different APIs that all have completely different, um, authentication. I've been in that situation and I was like, I don't think that every client should have to build their own BFFs to, to solve all these inconsistencies. We could just use an API gateway to remove those inconsistencies and it would use the same authentication system. But I could imagine that the clients would also have a bit more control if there, if there's just this one shared repo that's a bit less freaky to try and configure than some like hosted gateway somewhere else. Um, then they can add some cash headers. Just like, you know, you, you assure me how to add cash headers to my badly built API and then my client was quicker. Um, is that a use case that you kind of intended or josh_twist: Uh, no, I, I guess we hadn't thought much about the, the, the client as in the person calling the api. You mean, just to be a hundred percent clear. Track 1: Yeah. Yeah. The api, API josh_twist: React app or something? Yeah, the API consumer. Um, no, we wanna give them a great experience, particularly the developer. We care about that. We care about, we know, we think engineers are cramps people, and so we, we want, we wanna build something they're proud of, sort of saying they have their name attached to, but we don't think about it much beyond that. what'll happen is there's, there's a company, it has, it's, it's typically gotten a little bit bigger. It's not one of the startups we're working with. And now it has like seven teams building microservices and they want those teams to run really independently. But they also occur as an organization that their API is beautiful, is consistent and is ideally one single thing. So that react clients aren't calling 12 APIs. But that's hard to organize in the sort of, in the setup you just described, Phil, because there's this magical gateway, but how do I add new routes to it? Like what's the process to do that? So if you can, if you can create it, so it's very self-serve for the engineers inside those organizations to add new route. They can just go and clone the gateway, have their own copy of it that they run with, add in a bunch of new routes, and then there is a process by which that goes to production that the architects or the, the leadership still feel like they can manage. Then that, um, then we feel like that's a win-win. And that's actually one of the things where, where folks are really excited about zpa, it's one of the, the main wins we ways we win deals with like medium sized businesses. Does that make sense? Track 1: Yeah, that makes sense. Um, I'd like to ask Giant, uh, never-ending questions that are mostly just statements. mike_bifulco: So I've definitely found your outreach strategy interesting. And it's been cool to see, uh, Zulo showing up at, um, various events and bringing , content to conferences and things like that. Um, I'd imagine education is a big part of this and, and trying to figure out how to, uh, make the call to API developers that this is something that they should consider. Is there like a segment of the market, a way that you're trying to identify sort of, uh, API devs who, who you should be talking to, or devs who don't consider themselves API devs who, uh, you know, should be spun up on this sort of information? josh_twist: I wish I had a better answer to this. Not yet. We're, we're really kind of exploring that still. You know, we're, we're kind of early. People are finding us by one means or another. Um, some of our sponsorships, like the one we're doing with you folks, you know, is, is great. Uh, uh, so sort of our sort of just talking startup business for anyone trying to build something like this, you know, one of our initial strategies was we were just doing cold outreach and hitting people with like emails and trying to sense when they might be ripe to be thinking about an API gateway. And then, you know, that's hard because. Um, if someone's already got Apigee or Cong or something, you are not just gonna send 'em an email that's gonna make them, you know what? I changed my mind. Let's, let's uninstall this thing and let's replace it with Zpl. That's just not gonna, you know, that's not gonna happen easily. Um, so you've gotta time it where they're already thinking about that. And that's like shooting arrows into the woods with a blindfold on at night and hoping to hit some prey. Um, um, weird analogy for a vegan, but okay. . Um, so then we said, maybe a better analogy is actually we, we go and put trip wires out, um, around the forest where we think these people are running. And so, like, you know, we did, we'd done a bunch of content around rate limiting, around sponsoring, uh, spaces where people work. Like, uh, we've had a successful sponsorship with, um, have you seen Jason Schema? Um, by Jack Wooden. Um, so yeah, that's a, a really cool online designer if you wanna design Jason's schema documents using a tool. So we sponsor that. We've had a great relationship with them. There's another developer portal, an open source developer portal called Raddock that we sponsor. Um, uh, because again, like people in that area might be starting to think about like maturing how they're approaching APIs. So they'll, they'll see zulo, the, the sponsorship we've done with you folks@openapi.tools. That's, that's one of the ways we're trying to reach out to people. But I think we're just beginning. Um, some of the stuff we've done, um, is creating YouTube content, um, for super based developers. You know, this idea that if you're working on super base and you suddenly going, how do I build an API out of this that's actually feels like an api that's like not, not rest over data, which is what you kind of get with, um, Postgres, I think they're using, um, I want it to feel custom. So all zla can be a very easy gateway. On top of that, that's a dot. So we made a bunch of content for that, which has gone great for us. Um, so we're still, we're still really finding our way of doing it. I don't, I won't say we've cracked it yet, but, um, mike_bifulco: Yeah, sure. I, I feel like you, um, you laid out the, the breadcrumb for me earlier that I feel like you should be writing an incendiary blog poster, making a YouTube video that has a title, something along the lines of like, use Effect is costing you money, uh, and, and go publish that on the web and you'll get a billion josh_twist: making notes here right now. mike_bifulco: for sure. Yeah. Yeah. You can put me on the byline for that one if you want, but I, I like, those are the sorts of things that people don't realize, you know? Uh, and, but it does give people's attention. They know they're having problems with use effect doing, you know, rendering a billion times or whatever the case is. But, uh, they, they don't often have the solution to that, and that's why you find the same four Stack overflow threads that are, you know, as condescending as Stack Overflow can be. Uh, and, and as unfriendly as you could, you might imagine. josh_twist: Yeah, actually a great chance for a plug. We're actually trying to hire a developer relations developer advocate right now. Our first, a full-time developer advocate would be creating lots of content like this. So if anyone listening to the podcast is interested, you know, where to, you know, where to go. Hope you guys don't mind me sneaking that in there. Um, we did do one in, oh, sorry. One interesting article that again was, was quite popular when we designed our api I key, um, service like the, the fact, the fact that you can sort of add API I key authentication to an api. We did a lot of research, like how do people do this? You know, we, even though I worked, they're poured over stripes implementation cuz they're still sort of seen as the gold standard, I think of like APIs. Actually, I, I'd be curious on what you guys think is the best today. You know, we looked at Twilio, we looked at the same group, we looked at all these companies, looked at GitHub and we're like, how do they do it? What are the rules? What are the best practices? And so we thought, you know, it'd be, even though it's kind of IP for us really in a way that research and that knowledge, we thought, well, let's write it up in a really detailed article. And share that knowledge with folks. It might mean they don't use zoo PLO when they go and build it themselves. It's fine. Go and do that. You know? But also people may hopefully, um, see us as someone who's sort of, you know, done some thought leadership in this space and, and potentially will come and use us as a solution so they don't have to build that stuff and manage it all themselves. And that, that went well. And we'll keep doing things like that. Like the way, one of the things that Unico Zulo is it runs at the edge. So it's not, it's not, you know, it's not, um, an engine X or an Envoy Fork. This is built from the ground up. We had to build this thing from scratch pretty much. And, uh, so we run on edge compute like CloudFlare and Fastly and Dino Ploy, if you've heard of those folks using sort of, um, JavaScript, um, worker technology. And there are some hard, there are some hard lessons for someone if you do that for the first time and try and build like, real infrastructure on the edge. It's just, it's just different, you know? How do you do rate limiting in a consistent way if there are 250 data centers? Each with a thousand processes in it. I mean, how does that work? Right? So we have spent a lot of time solving that problem. Um, and, um, and yeah, we'll be willing to, I just haven't got around to writing it up yet. We'll be willing to share our learnings though, and hope that like, you know, we're seen as like, oh, these guys are real experts at this, so maybe we should just use them versus try and roll around Track 1: writing. Yeah, that's a brilliant segue. You, you don't wanna roll your own. So you want to use something like an API gateway that will, that will handle something like authentication for you, but you have just rolled your own josh_twist: I'm caught here. . The, the, because it's edge technology, there isn't really much we could have built on. I mean, we, we probably would've done, I mean, we used a few open source libraries that were compatible with workers, but you know, things like N Engine X and Envoy, they are designed to run like on native. Hardware with access to like file systems and, and you just don't have that in this, in this technology. You know, there's a bunch of advantages though. Um, and so we deliberately made a trade off. We said like, what, what does the best gateway in the world look like? It's like, well, it runs at the edge, obviously. So if you use caching, like, like, uh, Actually the, the cashing trick we did Phil, was we were cashing in the edge. So when you made your second request, uh, request, when when we did that, it was still making a request. We didn't set the cash outs. We can do that too. Um, but in that case it's just, we just kept it there on that worker. So if you'd have had two clients, would that two browsers request that they'd have both received the cashed version from the edge so that it's not just a question of browser cash, we can actually use server caching as well, like a bit like a cdn, right? Cause that's what the edge is good at. And so that means everybody gets a 50 millisecond response time wherever they are in the world. Um, so there's lots of advantages to building a, a gateway at the edge. And that's why we decided to sort of take a risk and, and build our own. We would've happily used something else. I think if there'd have been something suitable, but we didn't find anything. Track 1: something .Yeah, fair enough. It's, um, that's just always the, the tough one, I think. Yeah. Trying to find the balance of like using a few open source libraries to, to, to josh_twist: and we do like credit to people like, uh, path to RegX, which is the, the open source library, uh, that powers like express JS in node happens to be compatible with worker technology. So we use that for our routing. Nobody wants to write that stuff again. That's a really great library. Um, although actually I think there's one shipping now is a standard called URL patent, which is super interesting. So we'll probably move over to that at some point. It's actually based on Pat RegX, but it's actually part of the, the, like it's on, um, uh, which, who owns the standard? I'm not sure, but it's on MDN and I E T F and all that stuff. So yeah, it's, it's actually shipping as part of browsers. Track 1: And so something else, uh, obviously we're big fans of Open API here. I bang on about it all the time, um, for some reason. And, uh, you mentioned there's a little bit of open API coming to to Zulo. josh_twist: a backstory actually. So I have a sort of a love-hate relationship with Open api cuz when it, when I first encountered it was when I was working on API management in like 2013, I think it was still called Swagger and it was a burgeoning standard. It wasn't very popular. And then I went away from the space and I came back to build Zulo, having not worked on a specific gateway for a while and still had this image in my mind of open api. And um, we, we started out, when we built Zulo, we have a routing file, um, that's adjacent structure that tells us how to route your request. And we initially thought, should we make that open api? And we decided not to, you know, we thought we should own the standard. And what we do is we build an import for open API so it would import the file and convert it into. Standard format. And what we've just seen is when, when people come into the product, they click that import open API button first. Um, the, the, since I last spent time in the space, the, the perspective on Open API and just how useful it is and how broadly adopt it is has really changed. And so we really into embracing that. Like we love embracing standards if they're working well, you know, we just shipped actually, um, uh, all of the standard error responses from ZULO now come as, um, uh, problem details, which is a new it I E T F 7 8 0 7 I think it is. Uh, friends of yours I'm sure like Eric Wild and Gang, uh, who, who worked on that. So we, we shipped that recently. Saw all our standards are are problem, but h B. and then we're like, how do we lean more into open api? Because this is a great community, it's our people and, uh, we think we can do something really specialist. We're actually moving our routing file to be completely based on open api and we're just gonna use vendor extensions to, um, to essentially plug in the things that are zulo specific to open api. And there's a couple of things we're doing with that as well. So one is you can then import. So if you have like your public open API doc or your primary, you can import that to zulo. And what we'll do is we'll take everything that's not Zulo specific and overwrite it. and then we'll just keep the zulo specific stuff for you so that you have kind of a really seamless workflow. You know, I've, I've been told, um, I was actually checking to someone from another open API focus company called cusk, which is kind of a open source, uh, open API gateway based on Envoy for, for Kubernetes. And you know, lots and lots of stories of people trying to write generators to generate a format for Kong or ambassador or something based on open a p i. And I think you can really change the workflow if you just actually make the whole thing native that way. So we're pretty close to shipping that, that soon. mike_bifulco: Yeah, I think that's, uh, a, a good thing to, to see the support coming. I think we have found sort of the same thing, right? Like our audience, the people that we talk to, uh, generally are coming to us from some sort of, uh, search term that looks a whole lot like open API plus something, right? Like how do I x with open api? And I think that's a signal that, uh, there's been a real change in, uh, the way those thing, the, the, you know, the developer marketplace has kind of followed over the past, gosh, I don't know, maybe six or seven years since things have really changed. Uh, and we're, we're having less and less to tell people to call it open API and not swagger to, to that point. Which I think is one of those things that was a bug bear, you know, a few years ago and has less and less, um, been an issue for us. josh_twist: Yeah, I don't bump into swagger that much now, actually. The word, um, I don't know if that's, I'm just hanging around with the wrong people I'm hanging around with, with people like you. So, so you're all such fans of the, of the platform, but it is awesome and, you know, people like Darryl Miller, who I missed narrowly when he worked on Azure, came into work on Azure API management, I think super open to, to collaborating and, and, you know, gi giving advice, people like Kevin, uh, Schwaber, uh, and so on have helped us understand how we can do this better. So, yeah, it's cool. Track 1: And Darryl, who also is currently, um, maintaining open api.tools. Um, cuz we both are a smidge busy. It's really funny, it's really funny having, um, people who work for some of the tools listed on there. Um, because yeah, I mean e even stoplight was saying like, Hey, why don't you put us at the top? I'm like, no, I'm not doing that. there's, there's always, I don't think it's particularly serious, but um, yeah, there's, there's always that like, perception of, uh, of being biased. And so no, we, we, we have all the tools on there and yeah, it's not, it's not suddenly only Microsoft tools listed on that website. So josh_twist: it is the downside of picking a company with the name Z When you go into these catalogs, like we're always the last entry on all of these things. And we honored it. When I, when I made the poll request to open api.tools, I was like, I, I see what they're doing here. I'm not gonna, I'm not gonna disrespect that. Can I ask you guys a question? Is that loud? mike_bifulco: away. Track 1: Can I josh_twist: have you seen, since we're talking about open api, uh, Microsoft, I dunno if they just announced it, but I just came across it on a blog post, this thing called cattle. Track 1: don't think just josh_twist: C a d L. Um, and it's a new a, oh, I've caught you out. Sorry. I thought you might have seen it. I didn't mean Track 1: it's Yeah, yeah. I've, I haven't looked into it too much. Um, isn't that the API design language that Darryl's been talking about yet? So we haven't talked about that on here yet, but I think it's a really interesting idea because Darryl's basically talking about how, um, currently open API is, is being used. I call it an API description language. That's fairly standard language at this point, although people call it all sorts of stuff an a API description and you can, and, and he's saying that it's not very useful for designing an API that will. right. So the way I've, I've said it is you can describe the A API that you would like as well as you can describe the A API that you already have. But Darryl suggesting that it's a very terse open API is a very terse way of describing what you would like and you immediately get bogged down with implementation details like paths and headers and the names of query strings and, and everything else. Whereas you probably want to kind of plan something maybe in a bit more of a shorthand, like scratch notes kind of way is the understanding. I've not looked into the josh_twist: Yeah, no, I mean, we, we played with it just the last few days and we're super impressed. It's like, it's nice, it's very terse, it's very sort of short. Um, and then you can generate an open API document from that. Um, so I think it's an exciting development. We're, we're not sort of planning on jumping into it too deeply at any point. Um, but I think the great things about these is, and the reason why we we'd pick Open API is, is there's just so much else going on in that ecosystem, you know, from spectral. So when we wanna build this lintering, it's like we could just lean on the shoulders of, of stand on the shoulders of giants that are, and um, you know, all of the things that folks can do with open API that just make it great. Track 1: Yeah, you gotta take a look at some of those rule sets I was doing, um, in, in between tree planting seasons, I went back to stoplight for a little bit. They gave me a bit of extra, extra income cuz uh, yeah, when there's no trees to plant, I'm like, wait, what am I doing? Um, And um, yeah, they had me build a whole bunch of raw sets and so I, one of them was the, uh, spectral OWA set, which is quite a fun one. And it just, it tries to take a swing as many of the owas as it possibly can. Um, so you could just bake that one in there, like have, have a, do a quick check and go, um, that'll get you hacked, mate, you know, just by looking josh_twist: No, that sounds great. And I'm definitely gonna, uh, uh, uh, I think there was something else you mentioned actually the other day when we chatted, um, that I wanna, I want to come and knock on your door as we, as we start to work on that problem. So, uh, but yeah, no. Track
2026-01-13T08:47:44
https://www.algolia.com/use-cases/headless-commerce
Build search & discovery for Headless Commerce | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Headless ecommerce Search Create Search & Discovery for your headless ecommerce Provide rich product- and content-based customer experiences in a headless ecommerce framework across all your devices and channels. Get a demo Start building for free *]:border-l md:[&>*:nth-child(1)]:border-none md:[&>*:nth-child(4n+1)]:border-none"> 1.7+ Trillion searches every year 99.999% uptime SLA available 382% ROI according to Forrester Research 18,000+ customers across 150+ countries Start your headless journey with an improved search experience Headless ecommerce across all channels You can put our search-as-a-service platform to work with your traditional ecommerce website application, single-page app (SPA), progressive web app (PWA), mobile app, in-store kiosk, business app, and more, all from a single unified platform. Our API-first platform comes with front-end libraries for many popular frameworks. Dump your data silos Index all your product information, plus any editorial and help-desk content. Our search platform comes with an advanced crawler, integration with leading ecommerce platforms, and API clients in 11 languages. No matter which back-end system is housing your product data and content for your ecommerce store, we can index and release in any front-end experience. See our integrations Power true personalized, omnichannel experiences Create a unified personalization strategy across your customer touchpoints. One omnichannel search platform and AI personalization engine means a consistently personalized user experience. As visitors interact with your brand across your touchpoints, Algolia learns about their preferences and personalizes accordingly, making their every experience more rewarding. Develop and iterate 10X faster Algolia’s API first approach allows you easily to experiment with new experiences and front ends without the need for back end engineering Front-end flexibility for an optimal user experience Our front-end implementation is totally flexible, allowing you to build the experience that best meets your needs and promotes your brand. We provide transparent, fully customizable ranking and personalization algorithms. Try it Now Improve business agility with centralized merchandising Powering all user experiences from a single platform empowers your business teams to leverage search management tools for efficient optimization of the storefront. Discover the Merchandising Studio Go API first with your headless architecture Algolia is part of an ecosystem of best-of-breed ecommerce solutions. So whether you call your platform headless commerce, composable commerce, a microservices architecture, Jamstack, MACH, or serverless, our API-first approach marries well with it. Recommended content Merchandising in the era of artificial intelligence (AI) The advent of AI heralds a revolutionary opportunity that will change how merchandisers operate & strategize, but ecommerce businesses will face new challenges as they integrate AI-powered technology. Read more An introduction to data-driven AI merchandising Your homepage is the window into your store. But how do merchandisers maximize the power of their online real estate to drive sales, brand experiences, and other critical outcomes? Read more Zeeman improves Search performance & gives customers a 'remarkably simple' experience Zeeman deployed Algolia in record time and hasn’t looked back, iterating, and improving on Search to the benefit of its customers, its e-commerce and merchandising teams — and its revenue. Read more See more Headless ecommerce solution FAQs Which headless ecommerce platforms is Algolia compatible with? 0 Algolia's API-first solution is compatible with all headless ecommerce platforms. We also offer native integration with  Salesforce Commerce Cloud ,  Magento , and  Shopify . If I integrate Algolia with my headless ecommerce, do you provide front-end components? 0 Yes, you can build your own front end by leveraging our  InstantSearch  components, and you can use our  guides  if you want to build more-advanced versions. You can also start from a  prebuilt packaged  ecommerce search and discovery template. How much does Algolia for a headless ecommerce platform cost? 0 You can start with a  free trial  and find out how it works for you. Then, our competitive general  pricing  would apply. Do you provide services for transitioning to a headless approach for ecommerce? 0 No, but we work with partners who help retailers move to headless ecommerce.  Find out more .Another popular mobile app pattern for maximizing small-screen real estate during a mobile search is faceted search, which lets the searcher narrow their results by applying filters, typically by selecting options provided in a "tray"-style overlay. Faceted search is often utilized by retailers in ecommerce (and the mobile equivalent, m-commerce) and by travel service providers, as well as in online search tools on media websites. One relatively new application for searching on mobile devices is voice search. According to eMarketer, in 2019, 40% of all U.S. Internet users were using voice search, which has grown more popular, albeit slowly. Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.algolia.com/department/digital-experience
Digital experience teams Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Algolia for Digital Experience Teams Monitor, optimize, and implement engaging customer experiences Deliver seamless, accessible, and on-brand search and discovery solutions across every user journey. Request demo Get started More than 18,000 organizations in 150+ countries trust Algolia See all customer stories What great digital experiences make possible Ensure every channel feels consistent, every experience meets standards, and every system works together to support your brand. Unified experience across channels Deliver consistent, high-quality interactions across  desktop, mobile, and app by managing search and discovery from one platform—ensuring every touchpoint feels connected and intuitive. Scalable governance and control Safeguard brand integrity and compliance with enterprise-grade governance. Role-based access, audit logs, and standardized templates empower Digital Experience teams to monitor activity, enforce standards, and scale confidently. Streamlined project alignment Move faster with fewer silos and more cohesion, ensuring every digital initiative feels unified and intentional.  Deliver consistent, scalable digital experiences Every digital touchpoint — from a homepage to an in-store kiosk — should feel cohesive, be compliant, and be unmistakably on brand. With Algolia, your team gains the right visibility to help your organization deliver seamless, scalable experiences. Federate systems and results Unify data from CMS, knowledge bases, ecommerce platforms, and support portals into one unified experience. Digital Experience Managers can reduce friction, simplify governance, and ensure brand consistency while giving customers a seamless entry point across desktop, mobile, kiosk, and more. Learn more Empower teams while remaining in control Role-based permissions keep standards intact while giving regional teams the freedom to localize campaigns or experiment within brand guardrails. It’s how consistency scales without becoming rigidity. Learn more Measure impact and improve accessibility Continuous insights reveal where experiences succeed and where refinements are needed. Continually iterate to make the user journey smoother and more inclusive.  Learn more Works seamlessly with your tech stack Algolia connects with the platforms you already use, like Shopify, Adobe Commerce, and Salesforce Commerce Cloud, so you can work faster across systems, seamlessly.  See all integrations Related reading 2025 Gartner® Magic Quadrant™ Report For the second consecutive year, Algolia has been named a Leader in the Gartner® 2025 Magic Quadrant™ for Search and Product Discovery. Download your complimentary copy of the report today to learn more about why Algolia was recognized. Download Streamline data preparation and enhance data quality Introducing Algolia's new Data Transformation feature! Learn how this game-changing tool allows you to manipulate, filter, and enrich your data before it even reaches the search index: offering more control, less complexity, and a better search experience for your users. Watch recorded webinar How Arc'teryx scales product search and discovery Arc’teryx parent Amer Sports decided to move to a more powerful search solution: Algolia. The enterprise migration proved successful, improving product discovery and search relevance, all while empowering the Arc’teryx merchandising team. Read their story Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.linkedin.com/in/esen-bulut-1628601a/
Esen Bulut - Ruul | LinkedIn Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Register now Esen Bulut Sign in to view Esen’s full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Türkiye Contact Info Sign in to view Esen’s full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . 5K followers 500+ connections See your mutual connections View mutual connections with Esen Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Join to view profile Message Sign in to view Esen’s full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Ruul Boston College Carroll School of Management Report this profile Articles by Esen UPDATE ON THE INCIDENT Jul 16, 2019 UPDATE ON THE INCIDENT Thank you all for your interest, comments & support. Since we've taken the legal steps, as per our legal team's advice,… 101 9 Comments Activity Follow Sign in to view Esen’s full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Amerika’da bir şirkette ücretli olarak çalışıyorsunuz. Kişisel veya ailevi sebeplerden dolayı yılın belli bir kısmını vatandaşı olduğunuz ülkede -… Amerika’da bir şirkette ücretli olarak çalışıyorsunuz. Kişisel veya ailevi sebeplerden dolayı yılın belli bir kısmını vatandaşı olduğunuz ülkede -… Liked by Esen Bulut I’m really excited about what we’re building at Thred: an embedded accounting layer for SME platforms. If you get these two principles, you get… I’m really excited about what we’re building at Thred: an embedded accounting layer for SME platforms. If you get these two principles, you get… Liked by Esen Bulut We’re excited to announce that MiniPay is partnering with Ruul, enabling instant payouts powered by stablecoins, no receiving fees and the ability to… We’re excited to announce that MiniPay is partnering with Ruul, enabling instant payouts powered by stablecoins, no receiving fees and the ability to… Liked by Esen Bulut Join now to see all activity Experience & Education *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Ruul *]:mb-0 not-first-middot leading-[1.75]"> ********** *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ********* *]:mb-0 not-first-middot leading-[1.75]"> ******* *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ******** ******* *]:mb-0 not-first-middot leading-[1.75]"> ********* *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ****** ******* ******* ****** ** ********** *]:mb-0 not-first-middot leading-[1.75]"> ** undefined undefined *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 2003 - 2007 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ******* ******** ******* *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 1999 - 2003 View Esen’s full experience See their title, tenure and more. Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . More activity by Esen We’re proud to be featured in a new article by Emmanuel Nwosu, highlighting how Ruul and MiniPay are working together to remove payment barriers for… We’re proud to be featured in a new article by Emmanuel Nwosu, highlighting how Ruul and MiniPay are working together to remove payment barriers for… Liked by Esen Bulut Late payments aren’t caused by poor-quality work, they’re caused by weak payment systems. In his newest article for Business Age, Ruul's COO Eran… Late payments aren’t caused by poor-quality work, they’re caused by weak payment systems. In his newest article for Business Age, Ruul's COO Eran… Liked by Esen Bulut How to start selling with zero followers. No audience? No problem. You don’t need a massive following to monetize your work. You just need a… How to start selling with zero followers. No audience? No problem. You don’t need a massive following to monetize your work. You just need a… Liked by Esen Bulut 🚀 Thrilled to see Cenoa recognized on the global stage as a finalist at the Money20/20 Money Awards 2025 alongside our partner Bridge. This… 🚀 Thrilled to see Cenoa recognized on the global stage as a finalist at the Money20/20 Money Awards 2025 alongside our partner Bridge. This… Liked by Esen Bulut I'm back to law school! Studying LL.M in Real Estate Law at Fordham University School of Law. Onward and upward! #FordhamLaw #LLM #LawSchool… I'm back to law school! Studying LL.M in Real Estate Law at Fordham University School of Law. 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2026-01-13T08:47:44
https://docs.suprsend.com/docs/preferences
User Preferences - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? Quick Start Guide Best Practices Plan Your Integration Go-live checklist CORE CONCEPTS Templates Users Events Workflow Notification Categories Preferences User Preferences Tenant Preferences Preference Evaluation Tenants Lists Broadcast Objects Translations DLT Guidelines Whatsapp Template Guidelines WORKFLOW BUILDER Design Workflow Node List Workflow Settings Trigger Workflow Validate Trigger Payload Tenant Workflows Notification Inbox Overview Multi Tabs React Javascript (Angular, Vuejs etc) React Native Flutter (Headless) PREFERENCE CENTRE Embedded Preference Centre Javascript Angular React VENDOR INTEGRATION GUIDE Overview Email Integrations SMS Integrations Android Push Whatsapp Integrations iOS Push Chat Integrations Vendor Fallback Tenant Vendor INTEGRATIONS Webhook Connectors MONITORING & DEBUGGING Logs Audit Logs Error Guides MANAGE YOUR ACCOUNT Authentication Methods Contact Us Get Started SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Ask AI Contact Us Get Started Get Started Search... Navigation Preferences User Preferences Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Preferences User Preferences OpenAI Open in ChatGPT Learn how user preferences work in SuprSend and how to capture them. OpenAI Open in ChatGPT Before you start: Make sure you’ve set up notification categories first. See Manage Categories and Preferences for step-by-step instructions. Preferences let users control which notifications they receive. Instead of an all-or-nothing approach, users can opt out of specific categories, choose preferred channels, and set notification frequency. This granular control reduces the chance that users disable all notifications from your platform. In SuprSend, you can use ready-made UI and APIs to manage multi-tenant preference use cases. This includes letting admins set preferences for internal teams and handle notifications for enterprise customers, where companies, customers, and end users have distinct preferences. How It Works Preferences are evaluated in priority order: User Preference → Tenant Default → Category Default Three Levels of Control Global channel opt-outs, category preferences, and channel opt-outs within categories ​ What are user preferences? Preferences only work with sub-categories: User preferences apply to sub-categories you create, not root-categories (System, Transactional, Promotional). Use sub-category slugs in workflows for preferences to work. Each user has a preference set that controls which notifications they receive. A preference set has three levels of control: channel_preferences — Global channel opt-outs (e.g., opt out of all email) categories — Category-level preferences (opt in/out of all channels of a notification type) opt_out_channels — Opt-in/out of specific channels within a category Example: Copy Ask AI { "channel_preferences" : [ { "channel" : "email" , "is_restricted" : true } ], "categories" : [ { "category" : "invoice-ready" , "preference" : "opt_out" }, { "category" : "payment-reminder" , "preference" : "opt_in" , "opt_out_channels" : [ "slack" ] } ] } In this example: user opted out of email globally, opted out of invoice-ready category completely, and stays opted in to payment-reminder but without Slack. ​ How preferences are determined When a user hasn’t set their own preferences in a category, SuprSend uses defaults in this order: User Preference — Individual user’s explicit choices (highest priority) Tenant Default Preference — Default preferences set by tenant for the category Category Default Preference — Default preferences set at the category level (lowest priority) Preference precedence: User Preference → Tenant Default Preference → Category Default Preference Preference precedence is determined at category level . So, if a user overrides preference for a category but doesn’t touch other categories, defaults continue to apply to the untouched categories. ​ Setting up preference categories Before users can set their preferences, you must first create and configure preference categories. For step-by-step setup instructions, see Manage Categories and Preferences . ​ Default preferences Default preferences determine how users receive notifications when they haven’t set their own preferences. Configure these at the sub-category level when setting up categories. ​ What default preferences control Default preferences control: Channel or Category defaults : Which categories or channels will be turned on/off by default on users’ preference page. Mandatory channels : Which channel or category users cannot opt out of (shown as disabled on preference page) Visibility : Whether a category appears on the preference page ​ Preference types On — Users receive this category's notifications by default Users will receive notifications in this category by default. You can configure Opt-in Channels to specify which channels are included in the default “On” state: All : All available channels are enabled by default Selected Channels only : Only specific channels you select are enabled by default (e.g., Email, Android Push, iOS Push, In-App Inbox, MS Teams, Slack) Off — Users must opt in to get notifications Users will not receive notifications unless they change the preference. Can't Unsubscribe — Users cannot opt out of mandatory channels in this category Prevents users from fully opting out of the category. When selected, you can configure: Mandatory Channels : Channels which can’t be opted out of by the user. Set to “All” or “Selected Channels”. Opt-in Channels : In case of “Selected” Mandatory Channels, you can configure the channels that will be opted in by default. Channels other than mandatory and opt-in will be skipped for sending notification unless user explicitly opts in to them. Even when a category is set to “Can’t Unsubscribe,” users can still control channel-level preferences if your channel-level settings allow it. This configuration gives you fine-grained control over which channels a user is opted into by default, letting you differentiate between must-deliver channels, default-on channels, and optional channels. ​ Capturing user preferences Users can set their preferences through one of the following methods: ​ Hosted preference page Once you publish preference categories, SuprSend automatically generates a dedicated unsubscription webpage for collecting user preferences . Users can set channel-specific preferences from the hosted page. If the link is included in an email, the hosted page will show and save email preferences. Include it in your templates using {{$hosted_preference_url}} . This page is currently hosted on a SuprSend domain, but you can reach out to [email protected] if you’d prefer it hosted on your own domain. ​ Embed in your product You can embed the preference interface directly inside your product using SuprSend’s ready-made UI components. SDKs exist in the languages below. Update your product preference page link on the tenant page and render it in templates using {{$embedded_preference_url}} . Javascript React Angular Embeddable preference page ​ Controlling what categories to show on UI It’s always a good practice to show only the categories that are relevant to the user. There are two ways to achieve this: ​ Hide categories for tenant users In a multi-tenant setup, tenants or admins can control which categories their users see. Setting visible_to_subscriber: false in tenant preferences hides the category from tenant users’ preference pages. Hidden categories won’t send notifications to those users, even if they previously opted in. ​ Filter categories with tags Use tags to show categories based on user roles, departments, or teams. Filter categories in the preference center using the tags query parameter. 1 Setting Preference tags Tags can be added to sections and sub-categories directly from Developers → Notification Categories in the SuprSend Console. When a tag is assigned at the section level, it automatically applies to all categories under that section—so filtering by a section tag also filters its child categories. 2 Filter Categories with Tags You can filter categories using the tags query parameter in the API. This can be a simple tag match (e.g. tags=tag1 ) or a more advanced filter using logical operators. Supported operators: Operator Operand Datatype Description Example exists boolean Returns categories where any tag is set tags={ "exists": true } not string Excludes categories that have the specified tag tags={ "not": "admin" } or array Returns categories that match any of the provided tags tags={ "or": ["sales", "marketing"] } and array Returns categories that match all provided tags tags={ "and": ["sales", "manager"] } You can combine these operators for nested filtering like tags={ "or": [{ "and": ["sales", "manager"] }, { "and": ["marketing", "associate"] }] } . If no tags are provided, the preference center returns all visible categories. For details on how tags work, see Tags . ​ Translating preference categories in user’s locale Upload translation files for your category names and descriptions. See How to manage Category translations for details. Once uploaded, pass a locale parameter (e.g., es , fr , de ) when: Loading the embeddable preference center As a query parameter in the get user preference API . The hosted preference page picks the locale from user’s profile. On hosted preference page, Dynamic content (category names, descriptions) is translated using translation files you upload. Static content (CTA text, labels, buttons, etc.) is translated automatically using SuprSend’s built-in i18n support for commonly used languages. You can see the list of supported languages below. Supported languages Language Code English en Spanish es French fr German de Italian it Portuguese pt Catalan ca Russian ru Dutch nl Polish pl Japanese ja Vietnamese vi Language Code Indonesian id Korean ko Serbian sr Norwegian no Hebrew he Chinese zh Finnish fi Swedish sv Czech cs Lithuanian lt Arabic ar ​ How preferences are evaluated SuprSend evaluates user preferences at send time. For every recipient, the system checks user-level preferences first, then tenant-level overrides, and finally category defaults. For detailed information on the evaluation process, see Preference Evaluation . ​ Other ways to unsubcribe from notifications In addition to the preference center within SuprSend, communication channels provide their own opt-out options, which SuprSend manages internally. Email: Unsubscribe URL header Gmail requires an unsubscribe URL in email headers when sending bulk emails (5,000+ emails/day). Most email providers expect you to add your own unsubscription page or offer a basic all-or-nothing opt-out option. You can add {{$hosted_preference_url}} here to load the SuprSend hosted preference page from the email header. Inbox (In-App): Render preference page inside your Inbox Companies also give users the option to load preference settings inside their in-app Inbox or provide a link to redirect users to the Preference center in their product. Mobile Push: Preference Page in App settings For mobile push notifications, users typically manage their preferences through the app settings. The category you assign in your workflow is also sent as the push “category” (used by Android/iOS to group notifications). If you set preference categories, the system automatically reflects them in the user’s app settings, loading similar preference controls. SMS & Whatsapp: Reply `STOP` Users generally unsubscribe from Short Message Service (SMS) by replying “STOP.” SuprSend automatically marks the SMS channel as inactive in the user’s profile when it receives a STOP reply. For WhatsApp, opt-out behavior depends on the provider; where supported, users can reply STOP and SuprSend will mark the channel inactive. ​ FAQ How do I set up a digest schedule? You can create sub-categories for different digest schedules or set the digest schedule in the user profile and pass a dynamic schedule in the workflow digest node. An option to set the digest schedule directly on your preference page will be available soon. I have a use case where a company has multiple departments/roles, and the admin will set preferences for users in these departments. You can manage this with tenant preferences. In the SuprSend system, each tenant represents an organization, and the administrator sets which categories to send to their internal team using the tenant preference API . What happens to existing user preference view if I change default preference setting? Changing the default preference for a category doesn’t affect users who have already made changes to that category. For categories where users haven’t made any changes, the preferences update according to the new default settings. I have multiple enterprise customers with various product offerings. Customers should only receive notifications for the products they have enabled, and the same should be visible on their preference page. How can I manage this in SuprSend? You can turn off categories for tenants from the tenant page on the SuprSend console. Turning off the preference for a category automatically removes it from the tenant preference APIs and UI view. To further apply this to the tenant’s users, set visible to subscriber to false in the default tenant preferences to hide the category from the tenant’s end users. Why don't I see the 'inbox' channel in my user preferences? The inbox channel preference is behind a feature flag and needs to be enabled for your account. If you don’t see the inbox channel in your user preferences, contact [email protected] to have the feature flag enabled for your workspace. Why do users still receive promotional notifications even after unsubscribing from all categories? Unsubscribing from top-level categories (System, Transactional, Promotional) is not supported . Preferences only work with sub-categories you create. If you’re sending notifications using a top-level category like "promotional" in your workflows, users cannot unsubscribe from those notifications through the preference center, even if they unsubscribe from all visible categories. Solution: Create sub-categories under the Promotional category (e.g., “Marketing”, “Newsletter”, “Product Updates”) and use those sub-category slugs in your workflows instead of the top-level category. This allows users to: See and control preferences for each notification type Opt out of specific sub-categories Have their preferences respected when you send notifications Best practice: Organize notifications into meaningful sub-categories rather than using top-level categories directly. This provides users with granular control and improves their experience. Can I use user preferences in workflow branching to control which notifications are sent? User preferences are not passed in the workflow payload, so you cannot directly access them in branch conditions or other workflow nodes. Workaround: If you need to use preference-based logic in workflows (e.g., to route notifications based on user preferences or combine multiple notification scenarios in a single workflow), you can: Store the same preference data as custom properties in the user profile Use those custom properties in branch conditions to route notifications Example use case: If you want to combine multiple notification scenarios (e.g., “New Comment”, “Reply on my comment”, “I am mentioned”) in a single workflow to avoid duplicate notifications, you can: Store user preferences for each scenario as custom properties (e.g., wants_new_comment_notifications: true , wants_mention_notifications: true ) Use branch conditions to check these properties and route notifications accordingly This allows you to have one workflow that handles all scenarios while respecting user preferences Alternative approach: Create separate workflows for each notification scenario with conditions in the Trigger node. Each workflow can use its own preference category, allowing users to control each scenario independently. How do I let users control both notification on/off and the time they want to be reminded (e.g., medicine reminders)? You can combine preference categories with dynamic digest schedules to achieve this: 1. Set up preference categories: Create a preference category (e.g., “medicine-reminders”) that users can opt in/out of using the preference APIs or preference center UI . 2. Store time preference as user property: When users select their preferred reminder time, store it as a custom property in their user profile. For example: Copy Ask AI user.set({ "medicineReminderTime" : { "frequency" : "daily" , "time" : "09:00" , "tz_selection" : "recipient" } }) 3. Use dynamic schedule in digest node: In your workflow’s digest node, configure it to use a dynamic schedule that references the user property (e.g., ."$recipient".medicineReminderTime ). The digest will only send if the user has opted in to the category, and it will send at their preferred time. Implementation flow: Client side (React Native) : Capture user’s time preference and call your backend API Server side (Supabase Edge Function) : Update both the user’s preference (opt in/out) via SuprSend preference API and store the time preference as a user property Workflow : Use preference category to control on/off, and dynamic schedule to control timing For detailed information, see Dynamic Schedule in the digest documentation. ​ Related documentation Notification Categories - Setting up categories & defaults Manage Categories and Preferences - Complete guide to setting up and managing categories and preferences Tenant Preferences - Managing tenant-level preferences Preference Evaluation - How SuprSend evaluates preferences at runtime Was this page helpful? Yes No Suggest edits Raise issue Previous Tenant Preferences Learn how to manage preferences for your tenants and their users. Next ⌘ I x github linkedin youtube Powered by On this page What are user preferences? How preferences are determined Setting up preference categories Default preferences What default preferences control Preference types Capturing user preferences Hosted preference page Embed in your product Controlling what categories to show on UI Hide categories for tenant users Filter categories with tags Translating preference categories in user’s locale How preferences are evaluated Other ways to unsubcribe from notifications FAQ Related documentation
2026-01-13T08:47:44
https://www.algolia.com/industries
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https://future.forem.com/t/blockchain
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Right menu Smart Contract Security 101 — Reentrancy & Common AI‑Generated Mistakes Ribhav Ribhav Ribhav Follow Jan 12 Smart Contract Security 101 — Reentrancy & Common AI‑Generated Mistakes # security # crypto # blockchain # beginners Comments Add Comment 5 min read Solidity Basics (Part 2) — Arrays, Mappings & Structs (Upgrading the Web3 Journey Logger) Ribhav Ribhav Ribhav Follow Jan 6 Solidity Basics (Part 2) — Arrays, Mappings & Structs (Upgrading the Web3 Journey Logger) # crypto # blockchain # solidity # beginners Comments Add Comment 5 min read Tech Pulse – Weekly Tech Digest January 11, 2026 Om Shree Om Shree Om Shree Follow Jan 11 Tech Pulse – Weekly Tech Digest January 11, 2026 # ai # blockchain # security # science 15  reactions Comments Add Comment 4 min read Layer 0 & Layer 3 — How Blockchains Become an Internet, Not Islands Ribhav Ribhav Ribhav Follow Dec 28 '25 Layer 0 & Layer 3 — How Blockchains Become an Internet, Not Islands # crypto # blockchain # beginners # web3community Comments Add Comment 6 min read Solidity Basics (Part 1) — Variables, Functions & Your First Real Contract Ribhav Ribhav Ribhav Follow Jan 5 Solidity Basics (Part 1) — Variables, Functions & Your First Real Contract # crypto # blockchain # education # solidity 2  reactions Comments Add Comment 7 min read Stellar's Role in the Tokenized Real-World Assets (RWA) Boom Rohan Kumar Rohan Kumar Rohan Kumar Follow Dec 19 '25 Stellar's Role in the Tokenized Real-World Assets (RWA) Boom # blockchain # web3 # startup # rwa Comments Add Comment 21 min read UK Confirms Formal Cryptoasset Regulation to Begin in October 2027 Luckycoiner Luckycoiner Luckycoiner Follow Dec 18 '25 UK Confirms Formal Cryptoasset Regulation to Begin in October 2027 # blockchain # web3 # digitalregulation # cryptoassets Comments Add Comment 1 min read A Database‑Free Web3 Store: MetaMask Authentication and On‑Chain Product Management Arturas-Alfredas Lapinskas Arturas-Alfredas Lapinskas Arturas-Alfredas Lapinskas Follow Jan 10 A Database‑Free Web3 Store: MetaMask Authentication and On‑Chain Product Management # web3 # ether # solidity # blockchain 1  reaction Comments Add Comment 3 min read Why El Salvador's Bitcoin Experiment Looks Brilliant Through a Forex Trader's Lens Jude⚜ Jude⚜ Jude⚜ Follow Dec 15 '25 Why El Salvador's Bitcoin Experiment Looks Brilliant Through a Forex Trader's Lens # bitcoin # web3 # blockchain 2  reactions Comments Add Comment 5 min read How to Review AI‑Generated Solidity Like an Auditor (For Beginners) Ribhav Ribhav Ribhav Follow Jan 9 How to Review AI‑Generated Solidity Like an Auditor (For Beginners) # crypto # blockchain # ai # beginners Comments Add Comment 7 min read Crypto Regulation 101 — SEC, MiCA & What Builders Should Actually Care About Ribhav Ribhav Ribhav Follow Jan 2 Crypto Regulation 101 — SEC, MiCA & What Builders Should Actually Care About # crypto # blockchain # regulations # beginners 2  reactions Comments Add Comment 6 min read What emerging tech are you most excited or concerned about in 2026? 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Paul Bennett Paul Bennett Paul Bennett Follow Nov 26 '25 🚨 Bitcoin Stuck Below $90K — Bounce or Bear Trap? # bitcoin # blockchain Comments Add Comment 1 min read DAOs Explained: How Decentralized Organizations Actually Work Ribhav Ribhav Ribhav Follow Dec 18 '25 DAOs Explained: How Decentralized Organizations Actually Work # crypto # blockchain # daos # beginners Comments Add Comment 6 min read Ethereum vs Solana: Consensus in Action Ribhav Ribhav Ribhav Follow Dec 17 '25 Ethereum vs Solana: Consensus in Action # blockchain # web3 # crypto # beginners Comments Add Comment 6 min read MEV (Maximal Extractable Value): The Invisible Tax on Every Blockchain Transaction Ribhav Ribhav Ribhav Follow Dec 27 '25 MEV (Maximal Extractable Value): The Invisible Tax on Every Blockchain Transaction # crypto # blockchain # web3 # beginners 2  reactions Comments Add Comment 6 min read The FX Market Is Broken — Here’s How Blockchain Can Fix It Freecodingboss Freecodingboss Freecodingboss Follow Nov 23 '25 The FX Market Is Broken — Here’s How Blockchain Can Fix It # blockchain # stockmarket # trading # fxmarket Comments Add Comment 2 min read Cross-Chain Bridges: How Assets Travel Between Blockchains (Without Getting Robbed) Ribhav Ribhav Ribhav Follow Dec 25 '25 Cross-Chain Bridges: How Assets Travel Between Blockchains (Without Getting Robbed) # crypto # blockchain # web3 # beginners 1  reaction Comments 4  comments 6 min read Instagram’s feed and Reels recommendations are powered by machine learning models that examine a lot of signals. Aman Rathour Aman Rathour Aman Rathour Follow Nov 20 '25 Instagram’s feed and Reels recommendations are powered by machine learning models that examine a lot of signals. # webdev # ai # blockchain # programming Comments Add Comment 3 min read Bitcoin’s Settlement Layer Is Now Comparable to Visa + Mastercard Vin Cooper Vin Cooper Vin Cooper Follow Dec 3 '25 Bitcoin’s Settlement Layer Is Now Comparable to Visa + Mastercard # ai # blockchain # productivity # crypto Comments 1  comment 1 min read loading... trending guides/resources Bitcoin Liquidity Is Recovering and Price Might Follow Soon NFTs Explained Simply – What’s Actually Happening in 2025? Does Blockchain Actually Work? A Beginner’s Guide Without the Jargon Tech Pulse – Weekly Tech Digest January 11, 2026 Grok AI: A Deep Dive into xAI’s Maverick Chatbot Understanding Tokenomics – Why Token Design Matters Ethereum Wallets and Gas (for Non‑Technical People) DAOs in Practice – From Multi-Sig to Voting (And Why Ownership Tokens exist) Blockchain for Non-Technical People: Breaking Down the Basics 📰 Major Tech News: November 1st, 2025 — Nvidia's Korean AI Surge, Energy Pressures Mount, and Vid... 📰 Tech Takes: A Whirlwind Day in Innovation on November 20, 2025 Ethereum Price Outlook: Can ETH Reclaim $4,000 After Bitcoin’s Breakout? 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2026-01-13T08:47:44
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View in app me_irl :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/me_irl :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/me_irl wtf is a community status lol selfies of the soul | human posters only, bots go home | be excellent to each other Members Online wtf is a community status lol • me_irl How much is enough, Minnesota? :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/minnesota :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/minnesota You Betcha r/Minnesota is what YOU make it! We are a neutral grounds where Minnesotans come from all four corners of our great state to discuss the latest news, share great photography...and memes, discuss politics, the outdoors, and so much more! Keep it clean, keep it Minnesotan, please. Members Online You Betcha • How much is enough, Minnesota? Icelandic artist Björk snapped in Bangkok, 1996, when reporter Julie Kaufman approached her saying “Welcome to Bangkok.” Björk later alleged that Kaufman had stalked her and her 9-year-old son for days, turning a simple greeting into a breaking point 0:14 :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Damnthatsinteresting :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/Damnthatsinteresting For the most interesting things on the internet Members Online • Icelandic artist Björk snapped in Bangkok, 1996, when reporter Julie Kaufman approached her saying “Welcome to Bangkok.” Björk later alleged that Kaufman had stalked her and her 9-year-old son for days, turning a simple greeting into a breaking point Sorry, something went wrong when loading this video. View in app BREAKING: Illinois Secretary of State Alexi Giannoulias just announced he is suing Kristi Noem and ICE for unlawful activities in Illinois. This is huge. 1:09 :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/ProgressiveHQ :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/ProgressiveHQ Headquarters for Progressives in the United States Members Online • BREAKING: Illinois Secretary of State Alexi Giannoulias just announced he is suing Kristi Noem and ICE for unlawful activities in Illinois. This is huge. Sorry, something went wrong when loading this video. 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Members Online Earn double karma when you post non-political content! • [OC] Donald Trump's star at the Hollywood Walk Of Fame ICE kidnap 17-year-old U.S. citizen working at Target then dump him bleeding and crying miles away in a Walmart parking lot 0:57 :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/minnesota :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/minnesota You Betcha r/Minnesota is what YOU make it! We are a neutral grounds where Minnesotans come from all four corners of our great state to discuss the latest news, share great photography...and memes, discuss politics, the outdoors, and so much more! Keep it clean, keep it Minnesotan, please. Members Online You Betcha • ICE kidnap 17-year-old U.S. citizen working at Target then dump him bleeding and crying miles away in a Walmart parking lot Sorry, something went wrong when loading this video. View in app George Conway: “Donald Trump is a man who represents all the things we teach our children not to be. He’s a liar. He’s a thief. He’s a molester. He has no remorse, no shame, no empathy. He has no loyalty to the law, to the Constitution. This man is the lowest character of all” 0:36 :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/UnderReportedNews :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/UnderReportedNews News the mainstream media skipped over. Members Online • George Conway: “Donald Trump is a man who represents all the things we teach our children not to be. He’s a liar. He’s a thief. He’s a molester. He has no remorse, no shame, no empathy. He has no loyalty to the law, to the Constitution. This man is the lowest character of all” Sorry, something went wrong when loading this video. View in app POV: entering BIOS 0:14 :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/pcmasterrace :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/pcmasterrace Welcome to the official subreddit of the PC Master Race / PCMR! All PC-related content is welcome, including build help, tech support, and any doubt one might have about PC ownership. You don't necessarily need a PC to be a member of the PCMR. You just have to love PCs. It's not about the hardware in your rig, but the software in your heart! Join us in celebrating and promoting tech, knowledge, and the best gaming, study, and work platform there exists. The Personal Computer. Members Online • POV: entering BIOS Sorry, something went wrong when loading this video. View in app Frey: "You cannot drag pregnant women through the snow. You're not allowed to take teenagers out of their car and detain them when they are in fact American citizens. That is against the law in every state. That is against our US Constitution." 0:37 :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/UnderReportedNews :first-child]:h-full [&>:first-child]:w-full [&>:first-child]:mb-0 [&>:first-child]:rounded-[inherit] h-full w-full [&>:first-child]:overflow-hidden [&>:first-child]:max-h-full"> r/UnderReportedNews News the mainstream media skipped over. Members Online • Frey: "You cannot drag pregnant women through the snow. You're not allowed to take teenagers out of their car and detain them when they are in fact American citizens. That is against the law in every state. That is against our US Constitution." Sorry, something went wrong when loading this video. View in app
2026-01-13T08:47:44
https://dev.to/anand12/the-keyboard-warrior-irfan-hafiz
The Keyboard Warrior: Irfan Hafiz - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close #WithAnand Follow The Keyboard Warrior: Irfan Hafiz Sep 6 '21 play Nobody can defeat you if you are enough capable to face your problems. Today I am going to talk about an undefeatable person, the most courageous person in the entire world, a person who can definitely give you some courage and can change the meaning of disability for you. Yes, I am talking about the undefeatable man Irfan, from a small country Sri Lanka. Read Blog: https://ravimehta95112.medium.com/the-keyboard-warrior-irfan-hafiz-dcf4cc19126d --- Send in a voice message: https://anchor.fm/anand12/message Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:44
https://future.forem.com/t/blockchain/page/4
Blockchain Page 4 - Future Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Future Close Blockchain Follow Hide A decentralized, distributed, and oftentimes public, digital ledger consisting of records called blocks that are used to record transactions across many computers so that any involved block cannot be altered retroactively, without the alteration of all subsequent blocks. Create Post Older #blockchain posts 1 2 3 4 5 6 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Stablecoins: from hype to real payments infrastructure Taisia Taisia Taisia Follow Nov 9 '25 Stablecoins: from hype to real payments infrastructure # stablecoins # blockchain # stripe # fintech Comments Add Comment 1 min read NFTs, Certificates, Blockchain and Artificial Intelligence : The New Tools of Authenticating Art Sam Miller Sam Miller Sam Miller Follow Oct 6 '25 NFTs, Certificates, Blockchain and Artificial Intelligence : The New Tools of Authenticating Art # nfts # blockchain # ai # art Comments Add Comment 6 min read 📰 Major Tech News: November 4th, 2025: OpenAI's $38 Billion Amazon Pact, Nvidia's AI-Fueled Surge, and China's Chip Power Play Om Shree Om Shree Om Shree Follow Nov 4 '25 📰 Major Tech News: November 4th, 2025: OpenAI's $38 Billion Amazon Pact, Nvidia's AI-Fueled Surge, and China's Chip Power Play # ai # blockchain # crypto # security 11  reactions Comments 1  comment 4 min read The Hidden Power of Syntax: How Language Itself Moves Financial Markets Agustin V. Startari Agustin V. Startari Agustin V. 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2026-01-13T08:47:44
https://www.linkedin.com/in/nicholasmhughes/
Nicholas Hughes - Kaizen Approach, Inc. | LinkedIn Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join for free Sign in to view Nicholas’ full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Nicholas Hughes Sign in to view Nicholas’ full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Sykesville, Maryland, United States Contact Info Sign in to view Nicholas’ full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . 5K followers 500+ connections See your mutual connections View mutual connections with Nicholas Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Join to view profile Message Sign in to view Nicholas’ full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Kaizen Approach, Inc. University of Maryland University College Websites Websites GitHub https://github.com/nicholasmhughes Company Website https://eitr.tech Corporate GitHub https://github.com/eitrtechnologies Report this profile About With over 20 years of experience in IT engineering and management, I lead EITR… see more Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now Services IT Consulting Request proposal Activity Follow Sign in to view Nicholas’ full profile Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . ************ F*it Friday *************** 🎉It's never too late to say Happy New Year!! Is the lie I am telling myself right now 🎉 First work… ************ F*it Friday *************** 🎉It's never too late to say Happy New Year!! Is the lie I am telling myself right now 🎉 First work… Liked by Nicholas Hughes It was yet another successful AFCEA CMD Emerging Leaders Happy Hour with lots of great networking opportunities with some awesome folks. Thanks to… It was yet another successful AFCEA CMD Emerging Leaders Happy Hour with lots of great networking opportunities with some awesome folks. Thanks to… Liked by Nicholas Hughes "Vendors make more money when infrastructure is complicated." Our COO, Alex Peay, spent years inside IBM, VMware, and Broadcom. He's been in the… "Vendors make more money when infrastructure is complicated." Our COO, Alex Peay, spent years inside IBM, VMware, and Broadcom. He's been in the… Liked by Nicholas Hughes Join now to see all activity Experience & Education *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Kaizen Approach, Inc. *]:mb-0 not-first-middot leading-[1.75]"> ******** ******** *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> **** *]:mb-0 not-first-middot leading-[1.75]"> ** ** ******* *********** *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ********** *** *]:mb-0 not-first-middot leading-[1.75]"> ********* *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> ********** ** ******** ********** ******* *]:mb-0 not-first-middot leading-[1.75]"> **** ************* Cum Laude *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 2011 - 2013 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> *********** ********* ******* *]:mb-0 not-first-middot leading-[1.75]"> ****** ******** ************ *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 2003 - 2011 View Nicholas’s full experience See their title, tenure and more. Sign in Welcome back Email or phone Password Show Forgot password? Sign in or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . New to LinkedIn? Join now or By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Licenses & Certifications *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> SaltStack Certified Engineer *]:mb-0 not-first-middot leading-[1.75]"> SaltStack *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued Oct 2017 Credential ID 981F3022 See credential *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Linux Professional Institute Certification: Level 1 (LPIC-1) *]:mb-0 not-first-middot leading-[1.75]"> Linux Professional Institute *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued May 2013 Credential ID LPI000285205 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Linux+ *]:mb-0 not-first-middot leading-[1.75]"> CompTIA, Inc. *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued May 2013 Credential ID COMP001007591522 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Novell Certified Linux Administrator (CLA) *]:mb-0 not-first-middot leading-[1.75]"> Novell *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued May 2013 Credential ID 10234301 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Red Hat Certified Engineer (RHCE) *]:mb-0 not-first-middot leading-[1.75]"> Red Hat, Inc. *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued Aug 2012 Credential ID 111-155-420 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Microsoft Certified Systems Administrator (MCSA) *]:mb-0 not-first-middot leading-[1.75]"> Microsoft, Inc. *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued May 2010 Credential ID 3574196 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Security+ *]:mb-0 not-first-middot leading-[1.75]"> CompTIA, Inc. *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Issued Apr 2010 Credential ID COMP001007591522 Courses *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Advanced Oracle Programming *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> C++ Programming *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Ethical Hacking *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Interconnecting Cisco Devices *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Java Programming *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Security Policy Analysis *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Security Policy Implementation *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Visual Basic Programming *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> Honors & Awards *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Alpha Sigma Lambda (ΑΣΛ) National Honor Society for Nontraditional Students *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 2013 *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Upsilon Pi Epsilon (ΥΠΕ) International Honor Society for the Computing and Information Disciplines *]:mb-0">- *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 2013 Recommendations received Shelby E. “I did some freelance python work for Nick. He is easily one of the most patient mentors I have ever had. He (unlike most businesses currently) understood that you need to spend a bit of time mentoring and investment so we can have the next generation of technologists. He gave me some experience to carry forward, and most leaders and seniors in tech could learn from him.” Tom McNamara “Nick is a exceptional individual, entrepreneur, Cloud automation engineer, father and husband. He brings intelligence, commitment, perseverance, and humor to any team. He is also technically honest if he doesn’t think something is a good idea. I respect his opinion because he has the technical ‘chops’ and experience to know if a software approach will work in cloud architectures and environments. And he leads a great team at EITR. ” 2 people have recommended Nicholas Join now to view More activity by Nicholas I'm sharing this Annual Performance Review: CEO Edition because it’s a masterclass in leadership... and snack commitment! Happy Birthday, Matt! May… I'm sharing this Annual Performance Review: CEO Edition because it’s a masterclass in leadership... and snack commitment! Happy Birthday, Matt! May… Liked by Nicholas Hughes Our greatest mission advantage walks in the door every morning. Welcoming Chad to Bitwise is another step in building the capabilities that set us… Our greatest mission advantage walks in the door every morning. Welcoming Chad to Bitwise is another step in building the capabilities that set us… Liked by Nicholas Hughes When you host a small gathering and suddenly everyone knows exactly what industry you're in... 🧢☀️💼 Cheers to the friends, coworkers, and… When you host a small gathering and suddenly everyone knows exactly what industry you're in... 🧢☀️💼 Cheers to the friends, coworkers, and… Liked by Nicholas Hughes Not to brag, but our CEO pretty much nailed the vibe. We’re small but mighty, growing fast, and allergic to corporate fluff. We hire smart, kind… Not to brag, but our CEO pretty much nailed the vibe. We’re small but mighty, growing fast, and allergic to corporate fluff. We hire smart, kind… Liked by Nicholas Hughes If you’ve ever been on a call with me, you probably know I live in Maine. I’m proud of the quiet, coastal lifestyle here—it’s something I hold close.… If you’ve ever been on a call with me, you probably know I live in Maine. I’m proud of the quiet, coastal lifestyle here—it’s something I hold close.… Liked by Nicholas Hughes At Bitwise, we don’t just hand out custom sunglasses… we multiply them. Bright blue, navy, probably hiding under your car seat—we’ve got a lifetime… At Bitwise, we don’t just hand out custom sunglasses… we multiply them. Bright blue, navy, probably hiding under your car seat—we’ve got a lifetime… Liked by Nicholas Hughes Shoutout to everyone who swung by the company happy hour! It’s not every day we get that many of us together in one place! It was such a great… Shoutout to everyone who swung by the company happy hour! It’s not every day we get that many of us together in one place! It was such a great… Liked by Nicholas Hughes I was proud to attend the 2025 AFCEA Central Maryland Chapter partner reception to celebrate and thank all of our chapter sponsors for supporting our… I was proud to attend the 2025 AFCEA Central Maryland Chapter partner reception to celebrate and thank all of our chapter sponsors for supporting our… Liked by Nicholas Hughes Last week our President Amy Burkett, PMP and HR Ops Manager Olivia Lawson, PHR represented Akina, Inc at the Fort Meade Alliance Annual Meeting &… Last week our President Amy Burkett, PMP and HR Ops Manager Olivia Lawson, PHR represented Akina, Inc at the Fort Meade Alliance Annual Meeting &… Liked by Nicholas Hughes This was Day 1 Bitwise swag—before the cool kids knew us. A humble flat lay, now a collector’s item. Next round’s gonna be even better. Just wait. 😎… This was Day 1 Bitwise swag—before the cool kids knew us. A humble flat lay, now a collector’s item. Next round’s gonna be even better. Just wait. 😎… Liked by Nicholas Hughes We couldn’t have asked for a better night for the AFCEA CMD Emerging Leaders Happy Hour! Perfect weather and even better company, thanks to Cymertek… We couldn’t have asked for a better night for the AFCEA CMD Emerging Leaders Happy Hour! Perfect weather and even better company, thanks to Cymertek… Liked by Nicholas Hughes Power3 started 6 years ago this week at Bethany Beach when our CEO, Jenny Meetre, dared to say out loud what her brain had been churning on, giving… Power3 started 6 years ago this week at Bethany Beach when our CEO, Jenny Meetre, dared to say out loud what her brain had been churning on, giving… Liked by Nicholas Hughes Friendly reminder to all in my network that Bitwise is continuously #hiring. We have multiple recent hires and are advancing offers with several… Friendly reminder to all in my network that Bitwise is continuously #hiring. We have multiple recent hires and are advancing offers with several… Liked by Nicholas Hughes View Nicholas’ full profile See who you know in common Get introduced Contact Nicholas directly Join to view full profile Other similar profiles Shawn Castleberry Shawn Castleberry Decatur, GA Connect Cory C. Cory C. Washington, DC Connect Jay Hajeer Jay Hajeer McLean, VA Connect Mathew A. Redmond II Mathew A. Redmond II Raleigh-Durham-Chapel Hill Area Connect Dr. Erol Kalkan, P.E. Dr. Erol Kalkan, P.E. Roseville, CA Connect Doron Grinstein Doron Grinstein Los Angeles Metropolitan Area Connect Pavel Pragin Pavel Pragin Greater Reno Area Connect Seena Mojahedi Seena Mojahedi San Francisco, CA Connect Maurice Kamgaing Maurice Kamgaing Charlotte, NC Connect Mike Callahan Mike Callahan Palm Beach, FL Connect Gopal P. Gopal P. Dallas-Fort Worth Metroplex Connect Joshua Ross Joshua Ross Orange County, CA Connect David Mbugua, CISSP, CCNP, MCSE, MCSD, DCSE🎓 David Mbugua, CISSP, CCNP, MCSE, MCSD, DCSE🎓 Frisco, TX Connect Vijayakumar C Vijayakumar C United States Connect kumar Kumar k kumar Kumar k Greater Chicago Area Connect Will Greene Will Greene San Francisco, CA Connect Garret Grajek, CEH, CISSP, CGEIT, CISM Garret Grajek, CEH, CISSP, CGEIT, CISM Irvine, CA Connect Nicholas Friedman Nicholas Friedman Denver, CO Connect Justin Meskan Justin Meskan San Francisco, CA Connect Show more profiles Show fewer profiles Explore top content on LinkedIn Find curated posts and insights for relevant topics all in one place. 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2026-01-13T08:47:44
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OK Our Privacy Policy Data controller contact information Radix FZC F-19, Business Center 1, RAK Economic Zone P.O. Box 16113, UAE [email protected] This document governs the privacy notice of our website www.get.fun. Effective Date: May 1st, 2018 Your rights When using our website and submitting personal data to us, you may have certain rights under the General Data Protection Regulation (GDPR) and other laws. Depending on the legal basis for processing your personal data, you may have some or all of the following rights: The right to be informed You have the right to be informed about the personal data we collect from you, and how we process it. The right of access You have the right to get confirmation that your personal data is being processed and have the ability to access your personal data. The right to rectification You have the right to have your personal data corrected if it is inaccurate or incomplete. 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If the supervisory authorities fail to address your complaint properly, you may have the right to a judicial remedy. For details about your rights under the law, https://ico.org.uk/for-organisations/guide-to-the-general-data-protection-regulation-gdpr 'Non-personal data' (NPD) is information that is in no way personally identifiable. 'Personal data' (PD) means any information relating to an identified or identifiable natural person ('data subject'); an identifiable natural person is one who can be identified, directly or indirectly, by reference to an identifier such as a name, an identification number, location data, an online identifier or to one or more factors specific to the physical, physiological, genetic, mental, economic, cultural or social identity of that natural person. Personal Data is in many ways the same as Personally Identifiable Information (PII). However, Personal Data is broader in scope and covers more data. A “visitor” is someone who merely browses our website. A “member” is someone who has registered with us to use or buy our services and products. The term “user” is a collective identifier that refers to either a visitor or a member. Information we collect Generally, you control the amount and type of information that you provide to us when using our website. Our legal basis for collecting and processing personal data Our legal basis for collecting and processing your Personal Data when you buy or use our products or services is based on and the necessity for the performance of a contract or to take steps to enter into a contract. Our legal basis for collecting and processing your Personal Data when you sign up for our newsletter, conference, contests, events, workshop, services, and product information through our website opt-in forms is based on consent. What happens if you don't give us your personal data If you do not provide us with enough Personal Data, we may not be able to provide you with all our products and services. However, you can access and use some parts of our website without giving us your Personal Data. We collects your personal data in the following ways Automatic information We automatically receive information from your web browser or mobile device. This information may include the name of the website from which you entered our website, if any, as well as the name of the website you'll visit when you leave our website, your Internet service provider's name, your web browser type, the type of mobile device, your computer operating system, and data about your browsing activity when using our website. We use all this information to analyze trends among our users to help improve our website. When entering and using our website When you enter and use our website, some of the cookies used by our website may contain your Personal Data. At user and member registration or when buying products or services When you register as a user, member, or when buying our products or services, we may collect some or all of the following information: your first and last name, email address, physical address, ip address, company name, credit card or other payment information, phone number, user name, password, and other information listed. Our use of cookies Our website uses cookies. A cookie is a small piece of data or a text file that is downloaded to your computer or mobile device when you access certain websites. Cookies may contain text that can be read by the web server that delivered the cookie to you. The text contained in the cookie generally consists of a sequence of letters and numbers that uniquely identifies your computer or mobile device; it may contain other information as well. 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They can also be used to deliver services, such as letting a user make a blog post, listen to audio, or watch videos on the website. Media cookies These cookies can be used to improve a website's performance and provide special features and content such as the author images. They can be placed by third parties who provide services to us or by our company. Advertising or targeting cookies These cookies are usually placed and used by advertising companies to develop a profile of your browsing interests and serve advertisements on other websites that are related to your interests. You will see less advertising if you disable these cookies. Session cookies These cookies allow websites to link the actions of a user during a browser session. They may be used for a variety of purposes, such as remembering what a user has put in their shopping cart as they browse a website. 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We may also use cookies for: Identifying the areas of our website that you have visited Personalizing content that you see on our website Our website analytics Remarketing our products or services to you Remembering your preferences, settings, and login details Targeted advertising and serving ads relevant to your interests Allowing you to post comments Allowing you to share content with social networks Most web browsers can be set to disable the use of cookies. However, if you disable cookies, you may not be able to access features on our website correctly or at all. Web beacons We may also use a technology called web beacons to collect general information about your use of our website and your use of special promotions or newsletters. The information we collect by web beacons allows us to statistically monitor the number of people who open our emails. Web beacons also help us to understand the behavior of our customers, members, and visitors. 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All rights reserved  |  Legal Agreement Privacy Policy Legal Agreements Customer Master Agreement This is the main Customer Master agreement that would apply to you as our Customer. Apart from this Master Agreement, the following Product Specific Agreements may also apply to you depending on the Products and Services you buy Registrar Registrant Agreement for Domain Names This represents the Agreement between the Registrant (Owner) of a Domain Name and the Registrar. If you register a domain name through us, this Agreement will apply to the person whose information you filled in the Owner section during the Registration process Customer Agreement for Domain Names This represents an addendum to the Customer Master Agreement between yourself and us for Domain Registration Customer Agreement for Web Services This represents an addendum to the Customer Master Agreement between yourself and us for Domain / Mail Forwarding and Managed DNS Customer Agreement for Digital Certificates This represents the Customer Agreement for Digital Certificates Customer Hosting Product Agreement This represents the Customer Agreement for Hosting # Registrant shall further endeavour to familiarize themselves with the Registrants Benefits and Responsibilities applicable while registering gTLDs. # Registrant is encouraged to refer to ICANN published Registrant Educational Materials. #Domain Name Deletion & Auto-Renewal Policy. OK Our Privacy Policy Data controller contact information Radix FZC F-19, Business Center 1, RAK Economic Zone P.O. Box 16113, UAE [email protected] This document governs the privacy notice of our website www.get.fun. Effective Date: May 1st, 2018 Your rights When using our website and submitting personal data to us, you may have certain rights under the General Data Protection Regulation (GDPR) and other laws. Depending on the legal basis for processing your personal data, you may have some or all of the following rights: The right to be informed You have the right to be informed about the personal data we collect from you, and how we process it. The right of access You have the right to get confirmation that your personal data is being processed and have the ability to access your personal data. The right to rectification You have the right to have your personal data corrected if it is inaccurate or incomplete. The right to erasure (right to be forgotten) You have the right to request the removal or deletion of your personal data if there is no compelling reason for us to continue processing it. The right to restrict processing You have a right to 'block' or restrict the processing of your personal data. When your personal data is restricted, we are permitted to store your data, but not to process it further. The right to data portability You have the right to request and get your personal data that you provided to us and use it for your own purposes. We will provide your data to you within 90 days of your request. To request your personal data, please contact us using the information at the top of this privacy notice. The right to object You have the right to object to us processing your personal data for the following reasons: Processing was based on legitimate interests or the performance of a task in the public interest/exercise of official authority (including profiling); Direct marketing (including profiling); and Processing for purposes of scientific/historical research and statistics. Rights in relation to automated decision-making and profiling. Automated individual decision-making and profiling You will have the right not to be subject to a decision based solely on automated processing, including profiling, which produces legal effects concerning you or similarly significantly affects you. Filing a complaint with authorities You have the right to file a complaint with supervisory authorities if your information has not been processed in compliance with the General Data Protection Regulation. If the supervisory authorities fail to address your complaint properly, you may have the right to a judicial remedy. For details about your rights under the law, https://ico.org.uk/for-organisations/guide-to-the-general-data-protection-regulation-gdpr 'Non-personal data' (NPD) is information that is in no way personally identifiable. 'Personal data' (PD) means any information relating to an identified or identifiable natural person ('data subject'); an identifiable natural person is one who can be identified, directly or indirectly, by reference to an identifier such as a name, an identification number, location data, an online identifier or to one or more factors specific to the physical, physiological, genetic, mental, economic, cultural or social identity of that natural person. Personal Data is in many ways the same as Personally Identifiable Information (PII). However, Personal Data is broader in scope and covers more data. A “visitor” is someone who merely browses our website. A “member” is someone who has registered with us to use or buy our services and products. The term “user” is a collective identifier that refers to either a visitor or a member. Information we collect Generally, you control the amount and type of information that you provide to us when using our website. Our legal basis for collecting and processing personal data Our legal basis for collecting and processing your Personal Data when you buy or use our products or services is based on and the necessity for the performance of a contract or to take steps to enter into a contract. Our legal basis for collecting and processing your Personal Data when you sign up for our newsletter, conference, contests, events, workshop, services, and product information through our website opt-in forms is based on consent. What happens if you don't give us your personal data If you do not provide us with enough Personal Data, we may not be able to provide you with all our products and services. However, you can access and use some parts of our website without giving us your Personal Data. We collects your personal data in the following ways Automatic information We automatically receive information from your web browser or mobile device. This information may include the name of the website from which you entered our website, if any, as well as the name of the website you'll visit when you leave our website, your Internet service provider's name, your web browser type, the type of mobile device, your computer operating system, and data about your browsing activity when using our website. We use all this information to analyze trends among our users to help improve our website. When entering and using our website When you enter and use our website, some of the cookies used by our website may contain your Personal Data. At user and member registration or when buying products or services When you register as a user, member, or when buying our products or services, we may collect some or all of the following information: your first and last name, email address, physical address, ip address, company name, credit card or other payment information, phone number, user name, password, and other information listed. Our use of cookies Our website uses cookies. A cookie is a small piece of data or a text file that is downloaded to your computer or mobile device when you access certain websites. Cookies may contain text that can be read by the web server that delivered the cookie to you. The text contained in the cookie generally consists of a sequence of letters and numbers that uniquely identifies your computer or mobile device; it may contain other information as well. By agreeing to accept our use of cookies, you are giving us, and third parties we partner with, permission to place, store, and access some or all the cookies described below on your computer. Strictly necessary cookies These cookies are necessary for proper functioning of the website, such as displaying content, logging in, validating your session, responding to your request for services, and other functions. Most web browsers can be set to disable the use of cookies. However, if you disable these cookies, you may not be able to access features on our website correctly or at all. Performance cookies These cookies collect information about the use of the website, such as pages visited, traffic sources, users' interests, content management, and other website measurements. Functional cookies These cookies enable the website to remember a user's choices - such as their language, user name, and other personal choices - while using the website. They can also be used to deliver services, such as letting a user make a blog post, listen to audio, or watch videos on the website. Media cookies These cookies can be used to improve a website's performance and provide special features and content such as the author images. They can be placed by third parties who provide services to us or by our company. Advertising or targeting cookies These cookies are usually placed and used by advertising companies to develop a profile of your browsing interests and serve advertisements on other websites that are related to your interests. You will see less advertising if you disable these cookies. Session cookies These cookies allow websites to link the actions of a user during a browser session. They may be used for a variety of purposes, such as remembering what a user has put in their shopping cart as they browse a website. Session cookies also permit users to be recognized as they navigate a website so that any item or page changes they make are remembered from page to page. Session cookies expire after a browser session; thus, they are not stored long term. Persistent cookies These cookies are stored on a user's device in between browser sessions, which allows the user's preferences or actions across a site (or, in some cases, across different sites) to be remembered. Persistent cookies may be used for a variety of purposes, including remembering users' choices and preferences when using a website or to target advertising to them. We may also use cookies for: Identifying the areas of our website that you have visited Personalizing content that you see on our website Our website analytics Remarketing our products or services to you Remembering your preferences, settings, and login details Targeted advertising and serving ads relevant to your interests Allowing you to post comments Allowing you to share content with social networks Most web browsers can be set to disable the use of cookies. However, if you disable cookies, you may not be able to access features on our website correctly or at all. Web beacons We may also use a technology called web beacons to collect general information about your use of our website and your use of special promotions or newsletters. The information we collect by web beacons allows us to statistically monitor the number of people who open our emails. Web beacons also help us to understand the behavior of our customers, members, and visitors. Google analytics privacy notice Our website uses Google Analytics to collect information about the use of our website. Google Analytics collects information from users such as age, gender, interests, demographics, how often they visit our website, what pages they visit, and what other websites they have used before coming to our website. We use the information we get from Google Analytics to analyze traffic, remarket our products and services to users, improve our marketing, advertising, and to improve our website. We have enabled Google Analytics advertising features such as remarketing with Google Analytics, Google Display Network Impression Reporting, and Google Analytics Demographics and Interest Reporting. Google Analytics collects only the IP address assigned to you on the date you visit our website, not your name or other identifying information. We do not combine the information collected using Google Analytics with Personal Data. Although Google Analytics plants a permanent cookie on your web browser to identify you as a unique user the next time you visit our website, the cookie cannot be used by anyone but Google. Google also uses specific identifiers to help collect information about the use of our website. For more information on how Google collects and processes your data, visit https://www.google.com/policies/privacy/partners/ You can prevent Google Analytics from using your information by opting out at this link: https://tools.google.com/dlpage/gaoptout. OK
2026-01-13T08:47:44
https://twitter.com/integerman
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2026-01-13T08:47:44
https://cloudblogs.microsoft.com/sqlserver/2020/02/13/the-february-2020-release-of-azure-data-studio-is-now-available/
The February 2020 release of Azure Data Studio is now available - Microsoft SQL Server Blog Skip to main content Microsoft Data platform Data platform Data platform Home Products Data platform Data platform Microsoft Intelligent Data Platform Azure Arc Azure databases Power BI SQL Server SQL Server SQL Server 2025 SQL Server BI Previous versions Previous versions SQL Server 2022 SQL Server 2019 SQL Server 2017 SQL Server 2016 SQL Server 2005 - 2014 Downloads Community Resources SQL End of Support Data Security - SQL Server Encryption SQL Server blog SQL Server and Azure SQL workshops Browse Microsoft Solutions Hub SQL Server Tech Community Azure Databases Tech Community Azure Synapse Analytics Tech Community Developer Partner Find a partner Become a partner Partner resources Try SQL Server 2025 More All Microsoft Global Microsoft Security Azure Dynamics 365 Microsoft 365 Microsoft Teams Windows 365 Tech & innovation Tech & innovation AI Azure Space Mixed reality Microsoft HoloLens Microsoft Viva Quantum computing Sustainability Industries Industries Education Automotive Financial services Government Healthcare Manufacturing Retail All industries Partners Partners Find a partner Become a partner Partner Network Microsoft Marketplace Marketplace Rewards Software development companies Resources Resources Blog Microsoft Advertising Developer Center Documentation Events Licensing Microsoft Learn Microsoft Research View Sitemap Blog home Azure Navigate blog by Navigate blog by: Content type News Events Announcements Best Practices Thought Leadership Updates Product SQL SQL Server 2025 SQL Server 2022 SQL Server 2019 SQL Server Management SQL Server on Azure VMs SQL Server on Linux Azure Azure Data Studio Azure SQL Database Azure Synapse Analytics Power BI Machine Learning Server Topic Big Data Data analytics Data Security Data warehousing Developer Hybrid data solutions Search the site Search Azure Updates · 2 min read The February 2020 release of Azure Data Studio is now available By SQL Server Team February 13, 2020 Product Azure Data Studio We are excited to share that the February release of Azure Data Studio is now available. Download Azure Data Studio  and review the Release Notes to get started. Note: After downloading Azure Data Studio, say Yes to enabling preview features so that you can use extensions. Azure Data Studio is a multi-database, cross-platform desktop environment for data professionals using the family of on-premises and cloud data platforms on Windows, MacOS, and Linux. To learn more, visit our Github. The key highlights to cover this month include: Improved Azure sign in support. Find in Notebook support. Visual Studio Code merge to 1.42. Bug fixes. For complete updates, refer to the Release notes. Improved Azure sign in support As we continue to add additional support to make it easier to work with Azure Data services, it is important that we make the Azure Sign-In experience as easy as possible. In previous releases, users would need to copy and paste a device code in order to sign-in to Azure through Azure Data Studio. However, users reported that this was not ideal, as captured in this Github issue. With the February release, you now have a simplified Azure sign-in experience. After clicking on the sign-in button, a web browser will pop up where you can log in with your Azure account. After that, simply close the window and you are now connected to Azure Data Studio with your Azure account. It’s just that simple. If you have any feature requests or run into bugs, let us know on our Github issues page. Find in Notebook support With the growing popularity of notebooks, notebook content continues to become richer and more complex, making it imperative that users can easily find information within a notebook. With the February release, you can now use a common pattern to find text and code within a single notebook. To get started, you will need to press Ctrl+F or CMD + F to pull up the Find menu, and then type the text you are looking for. This should make it as easy to find lines of text similar to finding within an editor. If you have any feedback about this find in notebook experience, let us know on our Github issues page. Visual Studio Code November release merge 1.42 We continue to make merges with Visual Studio Code to give you the latest updates coming from Visual Studio Code. With the February release, we have updated from Visual Studio Code 1.38 to 1.42. To see the full list of changes, you can check the Visual Studio Code monthly release notes: Visual Studio Code 1.41 November release. Visual Studio Code 1.40 October release. Visual Studio Code 1.39 September release. Bug fixes If you would like to help make Azure Data Studio a great product, share any feedback or report issues through our issues page. Our engineering team is regularly going through the untriaged issues and assigning issues into different monthly milestones so that you can know we are working on it. Your votes on issues helps us prioritize what to work on next. A full list of bug fixes for the February release can be found here . Contact us If you have any feature requests or issues, please submit to our Github issues page. For any questions, feel free to comment below or tweet us at @AzureDataStudio . SQL Server Team See more articles from this author Related Posts Published Dec 5, 2025 3 min read How the Microsoft SQL team is investing in SQL tools and experiences   Published Oct 20, 2025 4 min read Innovation spotlight: How 3 customers are driving change with migration to Azure SQL   Published Aug 22, 2025 4 min read Accelerating SQL Server 2025 momentum: Announcing the first release candidate   Published Jul 17, 2025 3 min read Accelerate SQL Server Migration to Azure with Azure Arc    Explore SQL Server 2025 Accelerate your AI application's time to market by harnessing the power of your data and the built-in AI capabilities of SQL Server 2025, the enterprise database with best-in-class security, performance, and availability. 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2026-01-13T08:47:44
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2026-01-13T08:47:44
https://www.algolia.com/industries/saas
Build search & discovery for your SAAS company | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. 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Explore Stack Internal Trending questions Ask Question 24,179,897 questions se-uql#toggleEditor"> Newest Active Bountied 12 Unanswered More Bountied 12 Unanswered Frequent Score Trending Week Month Unanswered (my tags) Filter Filter by No answers No upvoted or accepted answers No Staging Ground Has bounty Days old Sorted by Newest Recent activity Highest score Most frequent Bounty ending soon Trending Most activity Tagged with My watched tags The following tags: Apply filter Cancel -1 votes 1 answer 33 views Is it necessary your python function should have retun in? def odd_or_even(n): if n % 2 != 0: return "Odd" else: return "Even" #Here I wrote a function which checks wheter the number is odd or even using if ... python Gautam Chawda 1 asked 24 mins ago -9 votes 0 answers 51 views Can someone do this project [closed] I have tried it, this is very challenging. Can someone do all eight of these KONG projects. Instructions in the link: Donkey Kong Jeroo. Drop the files below after completing them! java Zack Tudor 1 asked 28 mins ago 0 votes 0 answers 34 views Calculate mouse position in rotated div [duplicate] How to calc mouse position (ClientX, ClientY) in rotated and scaled DIV? HTML structure: SCALED DIV - transform: scale(0.8); ROTATED DIV - transform: rotate(340deg); ROTATED TARGET DIV - transform: ... javascript html user1167761 403 asked 58 mins ago -8 votes 0 answers 25 views Can anyone solve these very hard Jeroo challenges? [closed] https://docs.google.com/document/d/1_2y2eg8a5dXHW_KA-UYmVhTJ9fA4lJzRcFmuYcBVIoQ/edit?usp=sharing Can somebody solve all 8 of these Jeroo projects. Share your solutions if you solve it java Zack Tudor 1 asked 19 mins ago -2 votes 0 answers 32 views Capturing sudoku but Selenium didn't find it with Chrome in HTML I'm trying to capture this sudoku with Selenium and Python after accepting the cookie. With this code I could accept the cookie in the iframe and write the main site to the output.html for debugging: ... python selenium-webdriver cookies iframe kami 7 asked 57 mins ago 0 votes 0 answers 40 views Hosting Ansible Playbook using Docker So I been working on an Ansible based project which basically handles the application/firmware upgrade from a Centralised Ansible Server connecting to hundreds of thousands of Linux Application ... linux docker ansible amitk 161 asked 55 mins ago 1 vote 0 answers 9 views Shared Preferences lost on flutter edge browser I save my filters in sharedPreferences, in the app and in web-browser daily use its fine , it gets save even on browser/app close. But overnight it gets lost on edge in all mobile device : final prefs ... flutter sharedpreferences flutter-sharedpreference Rami Dhouib 11 asked 18 mins ago 0 votes 0 answers 11 views Is it a bad practice to have a Scaffold as a child of a ListenableBuilder I am currently building a Flutter app for a company I am working for, and I was doing some code refactoring that implied moving a Scaffold as a child of a ListenableBuilder . And I was wondering if it ... flutter johan 208 asked 17 mins ago 0 votes 2 answers 36 views Parsing an XML column in T-SQL with a colon in the XML Structure I have a column of XML data in SQL Server that I'm trying to parse into columns. The start of the XML data looks something like: <DataSet xmlns="google.com"> <diffgr:diffgram ... sql-server xml t-sql SomethingSomething 9 asked 2 hours ago 2 votes 0 answers 9 views Vue/Element Plus - Keyboard navigation in El-Tree I am trying to make use of the Vue content library Element Plus, more specifically of its El-Tree component, but I need to make it functional with a keyboard and this has proven more challenging than ... vue.js vuejs3 accessibility element-plus Avaloja 11 asked 14 mins ago -3 votes 0 answers 43 views How can I improve this beginner Go CLI calculator and handle input validation correctly? [closed] I am a beginner learning Go and building a simple CLI calculator as practice. Goal: I want to read two numbers and an operator from the user, perform the calculation, and handle invalid input in a ... go for-loop if-statement switch-statement Gabriel Eko Ogaba 1 asked 1 hour ago 0 votes 0 answers 32 views Why do Tkinter apps running under uv have strange fonts? I have a simple Tkinter app: import tkinter as tk from tkinter import ttk def main() -> None: root = tk.Tk() root.title('Hello world') label = ttk.Label(root, text='Hola Mundo') ... python tkinter uv cachyos Psionman 3,851 asked 1 hour ago -2 votes 0 answers 32 views How to create custom REST API endpoint in WordPress plugin [closed] I want to create a custom REST API endpoint in WordPress for a plugin. What’s the correct way to register a route and return JSON response? wordpress Anjali Avasthi 1 asked 1 hour ago -1 votes 0 answers 24 views dlopen fails to find shared object on CMAKE_BUILD_TYPE=Debug [closed] I tried building my program with CMAKE_BUILD_TYPE=Debug, but weirdly i got my dlopen failed to locate my shared object (modules for the main binary). On other build types such as release, default, etc-... c cmake ssosas 1 asked 1 hour ago Advice 1 vote 3 replies 26 views Why are MCPs needed at all? I've read the anthropic announcement about MCPs where it's supposed to be a protocol that standardizes how agentic software invokes other tooling within the systems so developers would not need to ... model-context-protocol anthropic Dragas 1,292 asked 2 hours ago 0 votes 0 answers 17 views Non-existent parameter from private bundle while loading extension twig On Symfony 7.4, I have a bundle SoCoreBundle with configure() configuring the configuration of the bundle config file and loadExtension() loading bundle services and parameters. $builder->... symfony Loenix 1,119 asked 1 hour ago -1 votes 0 answers 33 views How to achieve consistent font size in React Native I'm developing a react native app, i've noticed that the same font size 13 px looks larger on an s25 ultra than on my iphone 12 by default. I've done some research and by having different phones i've ... react-native nick 29 asked 1 hour ago 0 votes 0 answers 4 views Proto encoding for message with packed repeated elements Quite new to protobuf so hope the question isn't too basic. Can someone please help explain the example that is used in https://protobuf.dev/programming-guides/encoding/ repeated elements which I can'... encoding protocol-buffers proto3 packed Atilla Mete Turedi 1 asked 2 mins ago 0 votes 0 answers 27 views C# Maui and UraniumUI TreeView ItemsSource Binding has no DataContext I will start off by saying that I was following the Tutorial here: https://uraniumui.gh.enisn-projects.io/en/themes/material/components/TreeView.html#itemtemplate However, since I am still somewhat ... c# maui Vlad SD 289 asked 1 hour ago Advice 0 votes 2 replies 5 views Run command (simpleBrowser.show) in response to task output? Is it possible to run a VS Code command in response to the output of an external command run via a task? Specifically, I have a task triggered by a keyboard shortcut which runs an external command, ... visual-studio-code vscode-tasks A. Donda 8,494 asked 1 hour ago -6 votes 1 answer 42 views Why does WordPress recommend using hooks instead of editing core files? [closed] While learning WordPress, I noticed that most customizations are done using actions and filters instead of editing core files. From a beginner perspective, this feels indirect. What design or ... wordpress Shubha Rawat 1 asked 2 hours ago 0 votes 1 answer 39 views Isn't the object returned by ThreadPoolTaskExecutor.getThreadPoolExecutor() the same? I initialized a Bean for ThreadPoolTaskExecutor myself. Then call threadPoolTaskExecutor.getThreadPoolExecutor().hashCode() to get the latest hasCode. @Slf4j @EnableAsync @Configuration public class ... java spring-boot threadpool Qeir Mr.钟 21 asked 2 hours ago -1 votes 0 answers 38 views How to insert the following diagram in MSE? [closed] How to insert the following diagram in a MathStackExchange post ? \begin{tikzcd}[column sep=2cm, row sep=1.8cm] & S \arrow[d,"j_{S}"]\arrow[ddr,"\varphi_S"] \\ T\arrow[r,&... mathjax tikz Duchamp Gérard H. E. 99 asked 3 hours ago 0 votes 0 answers 12 views removing inline javascript failing A rails 7.1 view file runs with in-line javascript as follows. <script> var autoComplete = (function(){ [ ... contents of .js file. see below] </script> <%= javascript_tag do %> ... javascript ruby-on-rails stimulus-rails Jerome 6,357 asked 7 mins ago 0 votes 0 answers 8 views Houdini not able to pull schema. "ERROR: couldn't pull your schema: resp.text is not a function" I have a SvelteKit project where i am trying to query a GraphQL endpoint and get end to end typesafety using Houdini. I run npx houdini init in my repository and get the following error: ⚠️ Couldn't ... typescript graphql sveltekit Jayant Godse 1 asked 23 mins ago 0 votes 0 answers 35 views When/why is the Excel 130000 or 00130000 code to convert Gregorian to Chinese Lunar dates sometimes wrong? How to fix? When/why is the Excel 130000 or 00130000 code to convert Gregorian to Chinese Lunar dates sometimes wrong? How to fix? I understand that using =TEXT(A1,"[$-00130000]yyyy-mm-dd"), I can ... excel date excel-formula user182601 121 asked 2 hours ago -1 votes 2 answers 86 views Why do we need 1=1 in URL SQL injection? I was doing the first PortSwigger SQL injection lab, where the goal is to display all “Gifts” products regardless of whether they are released or not. The official solution is to inject the following ... sql oracle-database security sql-injection Diego Huite 19 asked 5 hours ago -2 votes 0 answers 25 views How to enqueue CSS and JS properly in a WordPress theme? [closed] I’m building a custom WordPress theme and currently adding CSS and JS directly in header.php. I read that wp_enqueue_style and wp_enqueue_script should be used instead. Can someone explain the correct ... javascript css wordpress enqueue Shubha Rawat 1 asked 2 hours ago -3 votes 0 answers 24 views Shared Visual Studio setup file I'm planning to create a centralized program using Visual Studio and .NET. My question is: I want to put the setup file on a server connected to different computers shared via a network. Is it ... visual-studio Morwena Gajo 1 asked 2 hours ago 0 votes 0 answers 19 views Stumped - Batch file won't set envrionment variable [duplicate] I'm using Win11 Pro 25h2 - Command Prompt. The edk2 toolsetup.bat wasn't isn't setting the EDK_TOOLS_BIN variable. So I started testing it and I'm stumped - never seen anything like this. The ... batch-file edk2 user3161924 2,587 asked 2 hours ago 0 votes 1 answer 91 views Hamburger menu button not working on my website The hamburger menu button appears correctly on mobile screens, and when I resize the window on desktop, but clicking it does nothing. I doubled checked my code, but I still can't figure out it's not ... javascript html css Job Celis 11 asked 5 hours ago 0 votes 1 answer 14 views Use Microsoft Graph 5.0 SDK to get display name from listitem's LookupId field I have retrieved an item in a list and got the field data, several of fields are users but the return value is a LookupId and I need the display name. Looking online it mainly talks about querying the ... c# sharepoint microsoft-graph-api microsoft-graph-sdks Tony C 25 asked 3 hours ago 0 votes 1 answer 54 views Javascript Import Variables so I have an HTML page, a linked Javascript(jQuery actually) file that has functions linked to clicks, etc. Then I want to add Regular Expressions to check user input. I want to maintain all JS ... javascript import module export Madventures 119 asked 3 hours ago 0 votes 1 answer 48 views C code does not detect SoundBlaster 16 sound card in QEMU I'm trying to create a small 32-bit "operating system" in protected mode that plays music on a SoundBlaster 16 via QEMU/VirtualBox/Bochs on a Debian 13 host. In fact, that's all the program ... c assembly audio x86 osdev Benjamin Barbosa 9 asked 5 hours ago 0 votes 0 answers 29 views Context Menu: Open with Command Prompt (Classic) Lately, Windows 11 is becoming increasingly bloated. Everything appears to load with some form of lag and I've notice this happening in Windows Terminal. Windows Terminal allows you to right-Click ... powershell shell cmd suchislife801 5,034 asked 3 hours ago 0 votes 1 answer 29 views Trouble using serial monitor on ESP32-C3 I am working on a start-up project at my job with some Arduino experienced sprinkled throughout my degree. I am using an ESP32-C3 board connected with a USB-C cable directly to my MacBook. The project ... arduino-esp32 serial-monitor Wyle E Coyote 9 asked 4 hours ago 0 votes 1 answer 30 views Why can Rust infer the static lifetime for a trait implementation's associated type in some syntactic situations but not others? Here is a small example that seems to show that Rust will infer that a type associated with a trait implementation that is 'static is itself 'static: fn require_static<T>() where T: 'static, ... rust lifetime associated-types jacobsa 7,905 asked 4 hours ago -3 votes 1 answer 25 views Migrated app out of AWS, but I'm still leasing the domain from Amazon. What do I need to leave? [closed] I have an app I was hosting with AWS, but I have switched hosting providers. I bought my domain from AWS and the new hosting provider doesn't sell domains. So, I want to keep the domain with Amazon, ... amazon-web-services amazon-route53 R. Woods 87 asked 4 hours ago -2 votes 0 answers 21 views Redis issues: Account access not granted Is it normal that I cannot access my Redis account? I tried to open my account but Redis keeps telling me my email is invalid. I tried signing up, it tells me the account is already in use. Can ... redis Guerson Dukens jr JOSEPH 1 asked 3 hours ago -2 votes 0 answers 49 views Why is the tar --use-compress-program-- here throwing an error when extracting the file? [closed] #!/usr/bin/env bash function create_archive() { if tar --create --directory="${HOME}/Desktop/scripts" --file "test.tar.br" --use-compress-program="brotli --quality=6"... bash shell tar brotli PirateApp 6,383 asked 4 hours ago 0 votes 0 answers 16 views Issues integrating OTA Updates with Electrode Native (ERN) 0.53 and React Native 0.77.2 I am attempting to implement an Over-the-Air (OTA) update strategy for a MiniApp-based project using Electrode Native (ERN) 0.53.7 and React Native 0.77.2. Because of our legacy dependencies, we are ... react-native electrode-native imran khan 392 asked 1 hour ago 0 votes 0 answers 19 views Mac Silicon Alire Run Fails Due to duplicate LC_RPATH Mac Silicon OSX 26.2 XCode 26.2 Compile and build of an Alire project based on GTKAda completes OK but alr run fails with: Building hello_gtk=0.1.0-dev/hello_gtk.gpr... gprbuild: "hello_gtk" ... ada alire Roger 13 asked 3 hours ago 3 votes 2 answers 94 views Shorthand to "reuse" object obtained from List? I have a line of code like so: return listOfObjects[Index].param1 == "test1" && listOfObjects[Index].param2 == "test2" ? listOfObjects[Index] : null; Instead of ... c# list CocoaMix86 157 asked 14 hours ago -4 votes 0 answers 42 views unwanted keyboard button on iOS 26 [closed] After I update the iOS and want to release the app to appstore, an unwanted button with "[" title is added to the keyboard toolbar. Does anyone know why it happens? As you can see in the ... ios swift iphone swiftui mohsen 5,191 asked 4 hours ago 1 vote 2 answers 50 views Excel macro able to save file as pdf, but does not email it via Outlook I had an earlier problem with part of a macro not correctly recording files saved as pdf in a worksheet list, but is fixed now and can be seen in the code to follow. After saving as a pdf and ... excel vba outlook macros Winston Smith 31 asked 7 hours ago 1 vote 1 answer 18 views App Maui .net 9.0. How configure project to create apk file for tablet 32bit armeabi-7a/armeabi? I have to create andoid app with maui .net 9.0 and I have to use old tablet with cpu 32bit. Tablet details: 2018, Android Version 10, API 29, Java VM ART 2.1.0, Kernel architecture armv8l, armeabi-7a/... android maui 32-bit slu 11 asked 4 hours ago -1 votes 1 answer 71 views Why does clicking the button cause a white screen, and how can I fix this? [closed] I'm building a portfolio website with React + TypeScript and Redux. I have a chat assistant component that should only appear after a user clicks an "Start" button (which sets app.ready to ... javascript reactjs Sahan Silva 37 asked 6 hours ago -5 votes 1 answer 55 views How to inspect DSLContext.select() for what JOIN tables exist? How can I get, for a DSLContext.select() query object, before I fetch the results, what JOIN tables exist, and other metadata like that? Basically I want to have helper functions that will add sorting,... jooq Drizzt321 1,033 asked 9 hours ago Best practices 0 votes 2 replies 11 views What data compression options and cost-optimization strategies does PolarDB offer? How do they compare in terms of cost, performance? I'm evaluating Alibaba Cloud PolarDB (MySQL-compatible edition) for a production workload and want to understand the trade-offs between storage cost reduction and query performance. Specifically, I'd ... polardb okla 1 asked 5 hours ago -3 votes 0 answers 20 views Mac silicon osx 26.2 Ada link phase of build fails [closed] Mac silicon OSX 26.2 IDE: Geany Attempts to link an Ada program fails with ld: library 'system' not found. ada Roger 13 asked 4 hours ago 15 30 50 per page 1 2 3 4 5 … 483598 Next The Overflow Blog Now everyone can chat on Stack Overflow Vibe code anything in a Hanselminute Featured on Meta A proposal for bringing back Community Promotion & Open Source Ads Community Asks Sprint Announcement – January 2026: Custom site-specific badges! Policy: Generative AI (e.g., ChatGPT) is banned Modernizing curation: A proposal for The Workshop and The Archive All users on Stack Overflow can now participate in chat Collectives see all AWS 37k Members Join A collective for developers who utilize Amazon Web Services' infrastructure and platform capabilities. 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MonoLisa - Checkout ../ Tester Specimen Posts Releases FAQ My Orders Get MonoLisa Menu ← Choose another product Checkout Basic Aa 100 Aa 200 Aa 300 Aa 400 Aa 500 Aa 600 Aa 700 Aa 800 Aa 900 Aa 100 Aa 200 Aa 300 Aa 400 Aa 500 Aa 600 Aa 700 Aa 800 Aa 900 Common styles used by most code editors. Font features Full character set Coding ligatures Symbols & Powerline Script variant and other OpenType™ features Variable font New Extras Customize font download Access to prerelease New Variable Webfont New Webfont Generator New Commercial use Net price ••• Tax ••• Order Total ••• Try before you buy If you are uncertain whether MonoLisa is the right font for you, we offer a limited trial version for free you can try on your machine. License By purchasing and downloading the font you’re agreeing to the EULA and our Refund Policy . For students To apply for a student discount ( basic version only), send proof of your student status to our email and we’ll see what we can do. A photo of your student card would be enough. What Developers Say Use script variant Gant Laborde CIO at Infinite Red As a consultant, an instructor, and a presenter, having a clean and engaging mono font is paramount, and MonoLisa delivers information perfectly to everyone without forgetting to sneak in some personality in a gentle smile. Kyle Welch Senior Software Developer at Eventbrite MonoLisa is now my go to font for all places. It has become my expectation in my terminal and code to the point that seeing other fonts confuses me. From the well designed and unique characters make it simple to parse and read throughout the day. Horacio Herrera Independent consultant This font is so sharp that the readability of my code increased a lot! Definitely a font I will use for a long time. Max Stoiber Frontend Developer at Gatsby I love it ♥️ Mark Dalgleish Developer at SEEK I’ve been using MonoLisa as my editor font for the past few months. After a small adjustment period, I really grew to love it. Going back to any of my old font choices feels like a downgrade in comparison. David Khourshid Software developer at Microsoft I’ve been using this font for months, and while the slightly wider nature of this font took a little getting used to at first, it eventually grew on me and I saw how well this font works with my daily workflow. A great, quality font and I highly recommend it! Sara Vieira Engineer at CodeSandbox As someone with an eye condition this font makes my life way easier. And not just in coding but even in design since it doesn’t only carry regular but the whole set of weights so you can even use it in design, logos or anything a monospace font makes sense. Cassidy Williams CTO at Contenda I switched to MonoLisa after trying out several different fonts in my terminal and in my IDE. As a coding instructor and speaker (and just someone who codes a lot in her free time), readability is always the most important thing to me in a font. Kent C. Dodds Making people's lives better with software I’m not much of a font guy, but after using this font for just a few days it’s grown on my and I really like it. (And people wasted no time in constantly asking me what font I use). Two thumbs up 👍👍 Dominik Sumer Co-Founder of seriouscode.io Love the aesthetics of the font and how it improves code readability. That’s why we’ve also decided to use it as the default font at snappify.io Michał Popek Frontend Developer I had been struggling with some vision issues before and MonoLisa really helped me a lot by taking a lot of strain off my eyes. Caleb Porzio Creator of Alpine.js MonoLisa is the perfect coding font IMO. Spacious, stylish, and super readable. I never pictured myself having such strong feelings about a font, yet here we are. ■ • • • • • • • • • • • • Get MonoLisa Tester Specimen Releases FAQ My orders Send feedback Follow on Twitter Subscribe for updates License Refund Policy Privacy Policy Cookie Policy Imprint © FaceType , 2026 Made in Vienna by Component-Driven
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MCP Server | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Algolia MCP Server Enable agents to search, recommend, and retrieve results securely through Algolia’s hosted MCP Server – built for fast, governed, real-time access. Request demo Get started See the Algolia MCP in action What is MCP? Model Context Protocol "Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools." — via modelcontextprotocol.io Learn more about MCP Sample prompts Search “Find results for wireless earbuds with more than 50 reviews.” “Add a new item to my electronics index.” Analytics & insights “What are the top searches with no results this week?” “Show the top performing queries in my e-commerce app.” “What’s my most searched product category right now?”   Recommend “Get similar products to AirPods Pro.” “Recommend complementary items for running shoes.” “Show what users often buy after purchasing wireless speakers.”   See more sample prompts on Github MCP FAQs Where can I learn more about the MCP standards? 0 Checkout the official website for the Model Context Protocol –  modelcontextprotocol.io/introduction   Why MCP and why now? 0 As AI agents take on more complex workflows, having a standardized protocol to connect them with external tools is becoming essential.  Where can I learn more about the Algolia MCP Server? 0 Visit our documentation: algolia.com/doc/guides/algolia-ai/mcp-server Enable anyone to build great Search & Discovery Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://future.forem.com/t/blockchain/page/6
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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Future Close Blockchain Follow Hide A decentralized, distributed, and oftentimes public, digital ledger consisting of records called blocks that are used to record transactions across many computers so that any involved block cannot be altered retroactively, without the alteration of all subsequent blocks. Create Post Older #blockchain posts 1 2 3 4 5 6 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu 💡 From PowerPoint to Smart Contracts: How $BTC and Web3 Are Rewriting the Rules of Work Emir Taner Emir Taner Emir Taner Follow Oct 7 '25 💡 From PowerPoint to Smart Contracts: How $BTC and Web3 Are Rewriting the Rules of Work # web3 # blockchain # career # bitcoin 5  reactions Comments 2  comments 2 min read A Pro-Russia Disinformation Campaign Is Using Free AI Tools to Fuel a ‘Content Explosion' AI News AI News AI News Follow Jul 8 '25 A Pro-Russia Disinformation Campaign Is Using Free AI Tools to Fuel a ‘Content Explosion' # ai # security # privacy # blockchain 1  reaction Comments Add Comment 1 min read Trump's 'Big Beautiful Bill' May Get a 'Hail Mary' Bitcoin Tax Exemption Crypto News Crypto News Crypto News Follow Jul 1 '25 Trump's 'Big Beautiful Bill' May Get a 'Hail Mary' Bitcoin Tax Exemption # crypto # blockchain # fintech # security 4  reactions Comments Add Comment 1 min read 42% of American Millennials Use Crypto for Purchases Crypto News Crypto News Crypto News Follow Apr 29 '25 42% of American Millennials Use Crypto for Purchases # cryptocurrency # blockchain 1  reaction Comments Add Comment 1 min read Ripple Hacked? Crypto News Crypto News Crypto News Follow Apr 29 '25 Ripple Hacked? # cryptocurrency # blockchain 3  reactions Comments Add Comment 1 min read Arizona legislature passes Bitcoin reserve bill, Governor approval pending Crypto News Crypto News Crypto News Follow Apr 29 '25 Arizona legislature passes Bitcoin reserve bill, Governor approval pending # cryptocurrency # blockchain 2  reactions Comments Add Comment 1 min read How web3 and block chain changes our future!🚀 Lakshmi Priya Aravamuthan Lakshmi Priya Aravamuthan Lakshmi Priya Aravamuthan Follow Mar 29 '25 How web3 and block chain changes our future!🚀 # futurechallenge # ai # blockchain # web3 14  reactions Comments Add Comment 1 min read A whopping $555m liquidation has now hit the crypto market Crypto News Crypto News Crypto News Follow Feb 3 '25 A whopping $555m liquidation has now hit the crypto market # cryptocurrency # blockchain 3  reactions Comments Add Comment 1 min read Young Hacker Used ‘Glitch’ To Steal $48,800,000 in Crypto From Trading Platform KyberSwap, Allege Feds Crypto News Crypto News Crypto News Follow Feb 6 '25 Young Hacker Used ‘Glitch’ To Steal $48,800,000 in Crypto From Trading Platform KyberSwap, Allege Feds # cryptocurrency # blockchain 5  reactions Comments Add Comment 1 min read Ripple announces the acquisition of money transfer licenses in New York and Texas Crypto News Crypto News Crypto News Follow Jan 29 '25 Ripple announces the acquisition of money transfer licenses in New York and Texas # cryptocurrency # blockchain Comments Add Comment 1 min read DeepSeek Sparks Crypto Sell-Off, Nearly $1 Billion Liquidated in 24 Hours Crypto News Crypto News Crypto News Follow Jan 27 '25 DeepSeek Sparks Crypto Sell-Off, Nearly $1 Billion Liquidated in 24 Hours # cryptocurrency # blockchain 3  reactions Comments Add Comment 1 min read BlackRock Buys Another $1,000,000,000 Worth of Bitcoin in a Week To Control 2.7% of BTC Supply - The Daily Hodl Crypto News Crypto News Crypto News Follow Jan 28 '25 BlackRock Buys Another $1,000,000,000 Worth of Bitcoin in a Week To Control 2.7% of BTC Supply - The Daily Hodl # cryptocurrency # blockchain Comments Add Comment 1 min read Sony Just Launched an Ethereum Network—Will It Get PlayStation Games? Crypto News Crypto News Crypto News Follow Jan 18 '25 Sony Just Launched an Ethereum Network—Will It Get PlayStation Games? # cryptocurrency # blockchain 2  reactions Comments 1  comment 1 min read Google Cryptocurrency Searches Explode to Five-Year High Crypto News Crypto News Crypto News Follow Jan 21 '25 Google Cryptocurrency Searches Explode to Five-Year High # cryptocurrency # blockchain 4  reactions Comments Add Comment 1 min read SEC Chair Gary Gensler Now Officially Resigns From His Position Crypto News Crypto News Crypto News Follow Jan 20 '25 SEC Chair Gary Gensler Now Officially Resigns From His Position # cryptocurrency # blockchain 1  reaction Comments Add Comment 1 min read TRUMP Token Stuns Crypto World, Becomes 14th Largest by Market Cap in Record Time Crypto News Crypto News Crypto News Follow Jan 20 '25 TRUMP Token Stuns Crypto World, Becomes 14th Largest by Market Cap in Record Time # cryptocurrency # blockchain 1  reaction Comments 1  comment 1 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Future — News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. 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2026-01-13T08:47:44
https://www.algolia.com/about
About | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Agentic. Generative. Search. From Agentic to Generative to Search AI, Algolia gives teams the tools to build intuitive, adaptive, and high-performing digital experiences on a single AI Retrieval Platform. At a glance 18,000+ Global brands served 1.75+ trillion Searches powered annually 500,000+ Developers supported worldwide 800+ Employees advancing AI retrieval innovation 100% Compliant & secure across all major certifications #1 Recognized leader in the Gartner Magic Quadrant for Search & Discovery Our purpose To transform how the world discovers information—helping people find what they need without foraging. Algolia transforms discovery into something effortless—understanding intent, surfacing what matters, and delivering results instantly.  No noise. No searching. Just the right product, the right content, the right answer—exactly when you need it. --> Built for speed. Designed for relevance. Algolia is trusted by global leaders in many industries including retail, ecommerce, SaaS, media, and more. Backed by more than a decade of innovation and scale, our AI Search platform delivers: The fastest AI-powered search technology available Average response time less than 20 milliseconds.  Learn more True developer freedom through flexible APIs and SDKs Scores of libraries and integrations available for use today. Learn more Personalized experiences that convert more users Advanced AI-powered personalization with first-party data. Learn more Massive scalability and global reliability 70+ data centers across 17 regions globally. Learn more Vector search LLMs and Multi-Signal Ranking A one-stop-shop for deploying AI quickly.  Learn more Our customers Our 18,000+ customers don’t settle. They build experiences that feel effortless, intuitive, and instantly relevant. They’re creators, disruptors, and pioneers—companies redefining how people discover products, content, and answers in a digital world. They choose Algolia not simply for speed or scale, but for precision. For the ability to understand intent. To personalize without friction. To search, and discover, in a blink of an eye. Real stories. Real results. Read now Our people & culture We’re nearly a thousand people, united by a single vision—spanning continents, time zones, and perspectives.  From Paris to San Francisco, Sydney to London, we build together—remotely, flexibly, inclusively.  Our largest team? R&D. Because innovation isn’t an initiative. It’s our foundation. Help shape the future of discovery. Join us Our company values At Algolia, we live our values at every level of the company, guiding how we work, collaborate, and make decisions each day. Grit We thrive outside of our comfort zone, pushing ourselves to go ever further. We think long-term and constantly strive to be better, even if things don’t always go as expected. Trust We trust each other just as we trust our users. We earn that trust by listening to each other, following through with our commitments and keeping our words. We exercise transparency within the company, our customers and our community. Care We want the best for our customers, community & colleagues. We go above and beyond to make sure they are happy. We have each other’s backs and help one another succeed. Candor We are open and honest. We give each other praise and criticism because we want to challenge each other and help one another grow. Humility We want our teammates to succeed as much as we do ourselves. We believe each team member is as important as the other and we approach each new challenge knowing that we may not have all the answers. Learn about our social impact Our leadership & investors Algolia is guided by innovators who’ve shaped industries—and backed by investors who’ve helped build some of the most iconic companies of our time. Visionaries from Y Combinator, Accel, Salesforce Ventures, and others believe in what we’re building. Because they’ve seen what’s possible. And so have we. Meet our leadership team Our news and awards From AI breakthroughs to developer-first design, Algolia’s innovations have earned recognition from top industry analysts and global publications. We’ve been recognized by G2, Gartner, Forrester and ParadigmB2B for delivering top-rated relevance, speed, and developer experience. Visit our newsroom View our awards Built on Trust Privacy isn’t a feature. It’s a foundation.
 At Algolia, your users are yours. Always. We don’t track them. We don’t profile them. And we never sell your data. Transparency, by default.
 You’ll always know where your data is, how it’s used, and why it matters. No surprises. No fine print. Security—by design.
 Every product we build begins with one question: how do we protect what matters? From architecture to interface, security is not added on—it’s built in. Visit the Algolia Trust Center Try the AI search that understands Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/products/features/data-enrichment
Data Enrichment Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Data Enrichment Enhance your search index with Algolia Fetch Use built-in enrichment features to modify, enhance, or restructure data as it’s indexed for search.  Get a demo Get started Algolia Fetch Enrich your data and enhance data quality with Fetch, a powerful feature that pulls data from external sources via third-party APIs within your transformation pipeline.  Enhance data richness Add valuable context to your Algolia records with real-time data from any compatible third-party connector or API.  Simplify integration Seamlessly integrate external data sources without complex pre-processing.  Improve search relevance Provide more accurate and relevant search results with up-to-the-minute information.  Helper functions Set up quickly with several included functions in the UI, as well as an open API for anything else. How it works Fetch uses a simple function to pull in data from external sources. That information enriches your Algolia records in real-time, enhancing the quality and relevance of your search results.  --> Unleash powerful new use cases Data Enrichment with Fetch makes it easier to enhance your search index and deliver better results. Common use cases include: Translation Automatically translate product descriptions to support a multilingual experience.  Learn more Personalization Pull in user preferences from your CRM or other platforms to deliver tailored, more relevant search results.  Learn more Product data Enrich tour records with real-time inventory, pricing, or review data from external sources.  Learn more Enhancement Use LLMs to generate metadata-like themes or styles.  Data Enrichment FAQs Do I need to set up a separate system to use Fetch? 0 No. Fetch is built directly into your transformation pipeline, so you can enrich data on the fly without managing a separate ETL process or infrastructure. What kinds of external APIs can I use with Fetch? 0 You can use any third-party API that returns data in a compatible format—this includes services like DeepL, Stripe, HubSpot, OpenWeather, and even custom internal APIs. Is Fetch available for all Algolia customers? 0 Yes! Check with your Algolia representative or sign up to explore availability. How is the fetched data added to my records? 0 Fetched data is merged into your records during the transformation step—before indexing—so it's fully searchable and available at query time. Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/developers
Developers Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Algolia Developer Hub Everything you need to build search that understands. Back-end Front-end Analytics Dropdown Ruby Rails Python Django Php Symfony Laravel JavaScript Java Scala Go C# Kotlin Swift JavaScript React Android Vue Angular IOS Php Ruby JavaScript Python Swift Android C# Java Go Scala my_index = client.init_index('contacts') my_index.save_object({   firstname: "Jimmie",   lastname: "Barninger",   company: "California Paint" }) Build with Ruby class Contact < ActiveRecord::Base   include AlgoliaSearch   algoliasearch do     attribute :firstname, :lastname, :company   end end Build with Rails myIndex = apiClient.init_index("contacts") myIndex.save_object({   "firstname": "Jimmie",   "lastname": "Barninger",   "company": "California Paint" }) Build with Python from algoliasearch_django import AlgoliaIndex from algoliasearch_django.decorators import register @register(YourModel) class YourModelIndex(AlgoliaIndex):     fields = ('firstname', 'lastname', 'company') Build with Django $myIndex = $apiClient->initIndex("contacts"); $myIndex->saveObject([   "firstname" => "Jimmie",   "lastname" => "Barninger",   "company" => "California Paint", ]); Build with Php /**  * @ORM\Entity  */ class Contact {   /**    * @var string    *    * @ORM\Column(name="firstname", type="string")    * @Group({searchable})    */   protected $firstname;   /**    * @var string    *    * @ORM\Column(name="lastname", type="string")    * @Group({searchable})    */   protected $lastname;   /**    * @var string    *    * @ORM\Column(name="company", type="string")    * @Group({searchable})    */   protected $company; } Build with Symfony use Illuminate\Database\Eloquent\Model; use Laravel\Scout\Searchable; class Contact extends Model {   use Searchable; } Build with Laravel const myIndex = apiClient   .initIndex('contacts'); myIndex.saveObject({   firstname: 'Jimmie',   lastname: 'Barninger',   company: 'California Paint', }); Build with JavaScript Index<Contact> index = client     .initIndex("contacts", Contact.class);  index.saveObject(     new Contact()       .setFirstname("Jimmie")       .setLastname("Barninger")       .setCompany("California Paint")   ); Build with Java import algolia.AlgoliaDsl._ import scala.concurrent.ExecutionContext.Implicits.global case class Contact(   firstname: String,   lastname: String,   company: String ) val indexing: Future[Indexing] = client.execute {   index into "contacts" `object` Contact(     "Jimmie",     "Barninger",     "California Paint"   ) } Build with Scala object := map[string]string{     "firstname": "Jimmie",     "lastname":  "Barninger",     "company":   "California Paint"   }   res, err := index.SaveObject(object) Build with Go SearchIndex index = client.InitIndex("contacts"); var contact = new Contact {   FirstName = "Jimmie",   LastName = "Barninger",   Company = "California Paint" }; index.SaveObject(contact); Build with C# val index = client.initIndex(IndexName("contacts")) val json = json {   "firstname" to "Jimmie"   "lastname" to "Barninger"   "company" to "California Paint" } index.saveObject(json) Build with Kotlin let myIndex = apiClient.getIndex("contacts") let n = [   "firstname": "Jimmie",   "lastname": "Barninger",   "company": "California Paint" ] myIndex.saveObject(n) Build with Swift <div id="searchbox"></div> <div id="refinement"></div> <div id="hits"></div> <script> const {   searchBox,   hits } = instantsearch.widgets; search.addWidgets([   searchBox({     container: "#searchbox"   }),   hits({     container: "#hits"   }),   refinementList({     container: "#refinement",     attribute: "company"   }), ]); search.start(); </script> Build with JavaScript const App = () => ( <InstantSearch>   <SearchBox />   <Hits />   <Pagination />   <RefinementList     attribute="company"   /> </InstantSearch> ); Build with React <RelativeLayout xmlns:algolia="http://schemas.android.com/apk/res-auto" xmlns:android="http://schemas.android.com/apk/res/android" android:layout_width="match_parent" android:layout_height="match_parent"> <com.algolia.instantsearch.ui.views.SearchBox   android:id="@+id/search_box"   android:layout_width="match_parent"   android:layout_height="wrap_content"/> <com.algolia.instantsearch.ui.views.Stats   android:id="@+id/search_box"   android:layout_width="match_parent"   android:layout_height="wrap_content"/> <com.algolia.instantsearch.ui.views.Hits   android:layout_width="match_parent"   android:layout_height="wrap_content"   algolia:itemLayout="@layout/hits_item"/> </RelativeLayout> Build with Android <ais-instant-search>     <ais-search-box />     <ais-refinement-list       attribute="company"     />     <ais-hits />     <ais-pagination />     </ais-instant-search> Build with Vue <ais-instantsearch>     <ais-search-box></ais-search-box>     <ais-refinement-list       [attribute]="company"     ></ais-refinement-list>     <ais-hits></ais-hits>     </ais-instantsearch> Build with Angular import InstantSearch override func viewDidLoad() { super.viewDidLoad() let searchBar = SearchBarWidget(frame: ...) let statsWidget = StatsLabelWidget(frame: ...) self.view.addSubview(searchBar) self.view.addSubview(statsWidget) InstantSearch.shared.registerAllWidgets(in: self.view)} Build with IOS $insights = AlgoliaAlgoliaSearchInsightsClient::create(   'ALGOLIA_APP_ID',   'ALGOLIA_API_KEY' ); $insights->user("user-123456")->clickedObjectIDsAfterSearch(   'Product Clicked',   'products',   ['9780545139700'],   [7],   'cba8245617aeace44' ); Build with Php insights = Algolia::Insights::Client.create('ALGOLIA_APP_ID', 'ALGOLIA_API_KEY') insights.user('user-123456').clicked_object_ids_after_search(   'Product Clicked',   'products',   ['9780545139700'],   [7],   'cba8245617aeace44' ) Build with Ruby // This requires installing the search-insights separate library: // https://github.com/algolia/search-insights.js // https://www.npmjs.com/package/search-insights aa('clickedObjectIDsAfterSearch', {   userToken: 'user-123456',   eventName: 'Product Clicked',   index: 'products',   queryID: 'cba8245617aeace44',   objectIDs: ['9780545139700'],   positions: [7], }); Build with JavaScript insights = client.init_insights_client().user('user-123456') insights.clicked_object_ids_after_search(   'Product Clicked',   'products',   ['9780545139700'],   [7],   'cba8245617aeace44' ) Build with Python Insights.register(   appId: "ALGOLIA_APP_ID",   apiKey: "ALGOLIA_API_KEY",   userToken: "user-123456" ) Insights.shared?.clickedAfterSearch(   eventName: "Product Clicked",   indexName: "products",   objectIDs: ["9780545139700"],   positions: [7],   queryID: "cba8245617aeace44" ) Build with Swift Insights.register(   context,   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY",   "user-123456" ) Insights.shared?.clickedAfterSearch(   "Product Clicked",   "products",   "cba8245617aeace44",   EventObjects.IDs("9780545139700"),   listOf(7) ) Build with Android var insights = new InsightsClient(   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY" ).User("user-123456"); insights.ClickedObjectIDsAfterSearch(   "Product Clicked",   "products",   new List<string> { "9780545139700" },   new List<uint> { 7 },   "cba8245617aeace44" ); Build with C# AsyncUserInsightsClient insights = new AsyncInsightsClient(   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY",   client ).user("user-123456"); insights.clickedObjectIDsAfterSearch(   "Product Clicked",   "products",   Arrays.asList("9780545139700"),   new ArrayList<>(Arrays.asList(7l)),   "cba8245617aeace44" ); Build with Java client := insights.NewClient(   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY", ).User("user-123456") res, err := client.ClickedObjectIDsAfterSearch(   "Product Clicked",   "products",   []string{"9780545139700"},   []int{7},   "cba8245617aeace44", ) Build with Go client.execute {     send event ClickedObjectIDsAfterSearch(       "user-123456",       "Product Clicked",       "products",       Seq("9780545139700"),       Seq(7),       "cba8245617aeace44"     )   } Build with Scala *:nth-child(n+1)]:border-b px-4" data-expansion-type="multiItem" > Manage your data using any of our API clients. Build search front-end from customizable UI libraries with reusable components. Configure analytics to show click conversions, run A/B testing and tune recommendations. Scale with Integrations Use integrations and pre-built libraries to build scalable search experiences. --> --> --> No Products Found!!! View all integrations Explore every possibility with full documentation Find everything you need to get started with API reference docs, guides and sample code. Read the docs Develop your stack with UI libraries Deploy pre-built, customizable UI libraries for instantsearch and autocomplete, available in multiple frameworks. Explore all front-end possibilities Build DocSearch Free search for your developer documentation. Discover DocSearch Code Exchange Building blocks for search and discovery. Back-end tools Use our API clients, frameworks and integrations to push your data. Explore back-end building blocks Front-end tools Build your frontend using our UI libraries and templates. Explore front-end building blocks Showcase Don’t start from a blank page. Explore our demos and sample apps. Explore Showcase Explore Code Exchange For startups - all the power, none of the headache Startups, you can get going in minutes and scale for decades. Whatever your future demands, and however much you grow - Algolia has you covered. Eligible startups can begin with $10k of credits from Algolia and $100k from startup partners. Learn more Enterprises, delight your customers Grow your customer satisfaction - and sales. Because when your customers feel understood, they click and they come back. Get help from our experts to start fast and run efficiently. Contact sales "[Algolia] was very professional from the start. We had a great Customer Success Manager and team that provided a lot of help and was a great partner." Clint Fischerström Head of Ecommerce @ Swedol “I think we’ve grown leaps and bounds with Algolia. There's a lot of features that we still can tap into, which is great because I feel like we've gotten a ton out of it already.” Geoff Lyman Digital Experience Solutions Manager @ Hershey's “Instead of having to go into the back end and the catalog—which would have been a technical headache—we were able to figure it out in a matter of a day, test it, and ‘boom’ it’s live.” Courtney Grisham Director of E-Commerce @ Shoe Carnival “Algolia is very fast — able to keep up with our level of traffic… The API and SDK options are really great, and the ability to handle traffic at scale (we have a high volume)” Matt Goorley Engineering Manager @ LTK “Algolia is a breeze to work with. With Algolia, our editorial team has seen significant productivity improvements when building the daily online edition of The Times and weekly edition of The Sunday Times, with search being 300-500 times faster than our prior solution.” Matt Taylor Editorial Product Manager @ The Times Explore more Discord Community Documentation Algolia Startup Program Search API Security & compliance Global infrastructure Customer Hub Enable anyone to build great Search & Discovery Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://www.algolia.com/products/ai/agent-studio
Agent Studio Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Agent Studio Build faster with Agent Studio Now in beta: A new way to create, test, and deploy AI agents Get a demo Sign up for beta What is Agent Studio? Agent Studio is a framework for developers that accelerates the creation of AI agents. Built on Algolia’s AI-first infrastructure, it gives you the power to combine large language models (LLMs) with real-time search, behavioral data, and configurable logic. Launch personalized, brand-centric AI assistants that deliver a powerful user experience immersed in your product. More than 18,000 customers in 150+ countries trust Algolia See all customer stories Composable by design Combining industry-leading LLMs with the precision of Algolia Retrieval, Agent Studio lets you orchestrate smarter AI experiences that reflect your brand and business logic. Build with composable building blocks Configure flexible workflows using developer APIs and LangChain components. Define prompts, permissions, and LLMs through a self-service dashboard or code. Plug in your own LLM Use the model that fits your needs — OpenAI at launch, with more coming soon — no vendor lock-in. You control your infrastructure and costs. Search-native retrieval Powered by Algolia’s 1.75 trillion yearly searches, Agent Studio gives your agents the same instant access to personalization, business logic, and index control trusted by the world’s top brands. Integrated tooling Bring your own tools or use Algolia’s analytics, recommendation engines, and customer data—all with the security and scale of our platform. Benefits for developers and product teams Built for developers who want to move fast, Agent Studio provides full control while removing the need to build infrastructure from scratch. Launch faster Go from idea to production in weeks, not months. Keep control Own your data, logic, and LLM integrations. Adapt quickly Iterate with built-in observability and prompt management. Scale securely Define permissions, avoid shadow data, and maintain brand safety. Cut complexity, not performance We handle the orchestration, AI engineering, and cloud infrastructure setup—at no extra GenAI cost to you. Use any LLM Bring-your-own-LLM flexibility with no vendor lock-in and transparent pricing. Real-world use cases From retrieval-powered chatbots to personalized product assistants, Agent Studio supports agentic experiences across industries. Ecommerce 0 Shopping assistants, size & fit recommenders, cart recovery agents. Learn more Media 0 Content recommenders, editorial copilots, research assistants. Learn more Enterprise 0 Internal knowledge bots, support agents, document Q&A tools. Learn more SaaS 0 In-product guidance, onboarding copilots, troubleshooting flows. Learn more Sign Up for Early Access Be among the first developers to explore the future of AI-powered applications with Algolia.   To learn more about how to use the Agent Studio, check out Algolia's documentation or join our Discord community. * First name * Last name * Email * Company * Country Yes, I'd like to receive more information on Algolia products, events and promotions via email. Refer to Algolia's Privacy Policy for more information on how we use and protect your data. By submitting this form, I understand that I may receive email communication about Algolia products, events and promotion according to Algolia's Privacy Policy . (You can unsubscribe at anytime here ) Submit Success! Someone will be in touch with you soon. Algolia Agent Studio FAQs Is Agent Studio available now? 0 Agent Studio is now available in beta. Sign up to try it today, or connect with our team to learn more. What makes Agent Studio different from other agentic solutions? 0 Agent Studio is the only agent framework built on ten years of search expertise and leadership, combining real-time retrieval with customizable orchestration, LLM flexibility, and developer-first tools. How are you grounding your agentic experiences in real-time, accurate data? 0 While many AI solutions can be helpful, they can "hallucinate" answers. Agent Studio prevents hallucinations because it uses your up-to-the-minute data. It retrieves information from your structured search index to augment its generated responses with that data, an approach appropriately called Retrieval Augmented Generation, or RAG.  Is Agent Studio designed for my industry? 0 Yes. Agent Studio supports use cases across every industry—from SaaS and media to enterprise search and beyond—making it adaptable to virtually any AI agent need. Which LLMs are supported? 0 Algolia supports OpenAI, Azure OpenAI, Google Gemini, and OpenAI-compatible LLMs. See the complete list of supported models in our docs . Can I use non-product data in agents? 0 Yes. Agents can access any data indexed in Algolia, including help docs, guides, and more. Does it store chat data? 0 No server-side chat history is stored during beta. How does Agent Studio use my data? 0 Agent Studio uses your first-party data—such as search interactions, transaction history, and user behavior—to generate highly relevant, brand-specific responses. Unlike generic agent frameworks, it integrates this data directly from your Algolia indices, giving your agents context-aware intelligence out of the box. Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://www.algolia.com/products/features/personalization
Customize user experience with search personalization | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack ADVANCED PERSONALIZATION Choose the level of personalization that fits your business Deliver dynamic, data-driven experiences that adapt in near real time — across every touchpoint and for every user Request demo Get started Personalization redefined Most personalization engines rely on static rules or delayed data. But today’s shoppers change their minds fast — and your experience needs to change with them. Algolia Personalization adjusts dynamically, responding to user signals as they happen. Whether you're helping users discover products or guiding them to purchase, Algolia ensures your experience reflects their evolving intent — not just historical behavior.   A full spectrum of personalization Personalize the whole user journey Deliver personalization across searching, browsing, recommendations, and other touchpoints. Tailor your full experience for every user. Automate set-up and optimization Get going in minutes with automatically calculated attributes. Leave ongoing optimization to our algorithm — or fine-tune manually when you want deeper control. Choose the access point that works best for you Developers can run Advanced Personalization from the Dashboard or API — and business users from the Merchandising Studio, making them more self-sufficient. Enrich data with third-party sources Improve customer profiles with data from tools like Segment, Shopify, and Google BigQuery. Our newest feature — now adapting in real time Real-Time Personalization is the latest addition to Algolia’s personalization. It captures user behavior within sessions and adapts experiences in real time — responding to what users are doing right now, not just what they’ve done in the past.  Shorten the path to discovery Reduce abandonment with relevance in the moment Maximize conversion by responding to immediate buying signals Surface the most relevant products even when intent moves across categories Keep shoppers engaged as their behavior shifts during a session Turn every click and browse into a conversion opportunity Personalization drives profitability “We opted for Algolia primarily for its performance, alleviating concerns about scalability. Moreover, the streamlined optimization, storage upgrades, and product indexing handled by Algolia eliminated any worries about speed.”   Josh Hepworth Head of Technology @ Huckleberry Read their story “For a retailer like us with more than 25,000 products in our catalog, a solution that improves each of our users’ experiences along their search journey adds tremendous value. Algolia’s built-in personalization represents a real step forward in the digital era for Decathlon Singapore.”   Richard Migette Ecommerce project leader @ Decathlon  Read their story “Algolia has helped us manage our hypergrowth very effectively, scaling quickly to cover over 30,000 products in our catalog, grow our search results click-through rate by 81%, and increase search conversion by 4X.”   Luis Aledo User Experience and CRO Manager @ PCComponentes Algolia Personalization FAQs How does personalization improve search results? 0 Personalization adapts search results based on each user’s behavior, preferences, and past interactions. This means returning the most relevant products or content faster, reducing bounce rates and boosting conversion.  What kind of data powers personalization? 0 We use behavioral data like clicks, searches, page views, purchases, and engagement patterns. All data is anonymized and processed in real time to tailor the experience for each visitor.  How does real-time personalization work? 0 Real‑time personalization dynamically adjusts search results (and other discovery experiences) as each user interacts with your site—right within their current session. It uses immediate signals (e.g. clicks, navigation, searches) while the user is browsing, not just past history, and evolves and adapts to understand user intent. First‑time or anonymous users are still covered: even without a recorded profile, real‑time behavior can help tailor the experience. Learn more on our docs .  Does personalization work across all touchpoints? 0 Yes. Personalization applies across search, category pages, homepage recommendations, and even product detail pages—creating a consistent, optimized experience at every step of the customer journey. Can we personalize category or collection pages, too? 0 Absolutely. Personalization can reorder or prioritize products on category pages based on each visitor’s preferences and behavior—helping them find what they’re looking for faster.  What role does personalization play in increasing conversions? 0 Personalized experiences reduce friction in the customer journey. When users find relevant products more quickly, they’re more likely to convert, repurchase, and stay loyal.  Can personalization be tailored to different segments or audiences? 0 Yes. You can create personalization strategies for different user segments—like new vs. returning visitors, or high-value customers—ensuring the experience aligns with each group’s needs.  How does personalization handle new or anonymous visitors? 0 Even without login data, we personalize experiences using session-based signals like search terms, clicks, or category visits to surface relevant results from the very first interaction.  Is personalization customizable to fit our business goals? 0 Definitely, whether your priority is increasing AOV, boosting discovery, or reducing bounce rates, you can fine-tune personalization strategies to align with your specific KPIs.  Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/products/ai-recommendations
AI recommendation engine for products and content | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack AI RECOMMENDATION ENGINE Suggestions that just make sense Use AI-powered behavioral cues to recommend items and content that your audience is actually interested in Get a demo Get started for free AI-Powered Product & Content Recommendations Your browser does not support the video tag. Inspire undecided visitors No matter where your users are in their journey, AI Recommendations drives higher site engagement and cart/conversion metrics.   Algolia’s AI surfaces personal recommendations in a smart carousel, to match user affinities. Advanced filters let you apply more granular preferences at a user or customer segment level. Maximize catalog exposure and drive cross-sell A seamless integration with your backend CMS and product catalogs will help expose the full breadth of your products or content to users throughout their journey. How Algolia’s AI Recommendations Engine Works Algolia’s AI recommendations engine turns first-party behavioral signals and catalog data into revenue-driving suggestions in four fast steps: Ingest & enrich your data Sync your full product or content index and stream real-time events (views, clicks, add-to-cart, purchases). The engine enriches each record with vector embeddings and image fingerprints, laying the groundwork for high-quality matches. Train purpose-built ML models Supervised machine-learning algorithms—collaborative, content-based, and hybrid—spot patterns in what shoppers browse and buy to predict what each person is most likely to want next. Serve lightning-fast recommendations via API A single API call returns a ranked JSON list in <10 ms. Choose from out-of-the-box models (Related Products, Frequently Bought Together, Trending Items) or spin up custom ones without slowing the page. Learn & optimize continuously As fresh events stream in, models retrain automatically and feed dashboards so you can A/B-test, merchandise, and fine-tune relevance over time. AI-powered recommendation models and tools Frequently bought together 0 Drive cross-sales and increase average cart value by showing your shoppers products that complement their current selection. Read the docs Looking similar 0 Algolia's 'Looking Similar' feature uses image recognition technology to identify related items, helping users discover products that fit a specific theme, vibe or mood and increase cart size through additional purchases. Read the docs Related items 0 Whether an item is unavailable, or a user is looking for inspiration, Algolia’s AI model compares images to your index in real time, to find related items. Read the docs Trending items 0 Algolia AI Recommendation's Trending Items model showcases the hottest products in your catalog, capturing customer interest and boosting engagement. Read the docs Personalized recommendations 0 Use Algolia’s AI capabilities to go beyond recommendations based on customer segment, to 1:1 marketing based on context and behavior signals. More than 18,000 customers in 150+ countries trust Algolia Featured Customer Stories END. Clothing lifts conversions with AI Recommendations Streetwear retailer END. boosted product-listing click-throughs and delivered a 2 % site-wide conversion lift after adding Algolia Recommendations. Read the END. Clothing case study Auto Mercado grows baskets & revenue online Costa Rica’s premium grocer saw a 50 %+ post-search conversion jump and larger basket sizes, while unlocking new ad-revenue streams thanks to Algolia’s Recommend plus Search. Explore the Auto Mercado story Gymshark’s Black Friday orders soar 150 % During peak traffic, Gymshark recorded a 150 % increase in order rate and 32 % more “add-to-cart” actions from new users after switching to Algolia Recommend. See Gymshark’s results The one-stop shop for your AI recommendations Easy to use Launch personalized carousels in minutes—just sync your catalog and events, drag-and-drop our pre-built Recommend widgets, and stay in full control with no-code tuning. Fast Serve AI-driven product or content recommendations in < 10 ms, keeping pages—and add-to-cart clicks—blazing fast even at holiday traffic peaks. Scalable Work with a partner who handles 30 billion records and nearly 1.7 trillion searches and recommendations a year with 99.999% availability. Addressing a wide range of industries B2C ecommerce 0 Boost AOV with AI-powered product recommendations that adapt to every click—from homepage inspiration to checkout upsells. Read more on B2C ecommerce B2B ecommerce 0 Guide buyers to the exact SKUs, parts, and cross-sell add-ons they need with account-aware recommendations. Read more on B2B ecommerce Marketplaces 0 Surface the most relevant listings for each user and seller, increasing GMV and engagement across your multi-vendor catalog. Read more on marketplaces Media 0 Keep audiences bingeing with content recommendations that learn from viewing history, trending topics, and seasonal interests. Read more on media SaaS 0 Drive feature adoption and retention by recommending in-app tutorials, integrations, and plan upgrades based on real-time usage. Read more on SaaS Solutions for multiple use-cases Enterprise search 0 Connects your customers to the right content, and your employees to the right information. Read more on Enterprise search Mobile & app search 0 Create mobile search and discovery sessions that your users love. Read more on mobile search Image search 0 Build image search for your website or app. Read more on image search Headless ecommerce 0 Rich product- and content-based customer experiences in a headless ecommerce framework. Read more on headless ecommerce Voice search 0 Contextual understanding capabilities, NLP, natural-language understanding, and AI tools. Read more on voice search AI Recommendations FAQs What is Algolia’s AI Recommendations? 0 Algolia’s AI Recommendations is a powerful API-driven AI recommendation engine that uses behavioral cues to suggest items and content that your audience is actually interested in.  It's designed to deliver personalized suggestions anywhere in the user journey, helping businesses drive higher site engagement and improve conversion metrics. How does Algolia's recommendation engine work technically? 0 Under the hood recommendations rely on supervised machine learning models and the Algolia foundation. For both models, the data corresponding to the past 30 days is collected. This results in a matrix where columns are  userTokens  and rows are  objectIDs . Each cell represents the number of interactions (click and/or conversions) between a  userToken  and an  objectID . Then, Algolia Recommend applies a  collaborative filtering algorithm : for each item, it finds other items that share similar buying patterns across customers. Items would be considered similar if the same users set interacted with them. Items would be considered bought together if the same set of users bought them. Can AI Recommendations be used for products and content? 0 Yes! Algolia’s AI Recommendations can work for both products and content For retail and e-commerce, it can suggest relevant products, accessories, or bundles based on browsing and purchase behavior. In media, publishing, and SaaS, it can recommend articles, videos, courses, or documentation tailored to each user’s interests. What features and capabilities does Algolia’s AI Recommendations offer? 0 Algolia’s AI Recommendations provides several features and capabilities that allow you to provide visitors, users, or shoppers with relevant, highly-personalized suggestions: Related Products: Shows shoppers products that complement their current selection Looking Similar: Uses image recognition technology to identify related items, helping users discover products that fit a specific theme, vibe or mood Trending Items: Showcases the hottest products in your catalog, capturing customer interest and boosting engagement Frequently Bought Together: Suggests items commonly purchased in combination Personalized Recommendations: Goes beyond recommendations based on customer segment, to 1:1 marketing based on context and behavior signals What industries can benefit from Algolia’s AI recommendation engine? 0 Algolia’s AI Recommendations serves a wide range of industries like B2C and B2B ecommerce, marketplaces, media, SaaS, fashion, and more.  Each industry can leverage the recommendation engine's flexibility to create tailored experiences that match their specific user needs and business objectives. How fast are Algolia's AI recommendation responses? 0 Very fast. Most recommendation requests will take from 1 to 20 milliseconds to process. This lightning-fast response time gives users instant suggestions without any noticeable delay. What is the implementation process for AI Recommendations? 0 Implementing AI Recommendations is straightforward, four-step process: Capture your users' conversion events - Track user interactions like clicks, views, and purchases Send your data to Algolia - Upload your behavioral data to the platform Train the models with the push of a button - Let Algolia's AI process and learn from your data Add recommendations to your UI - Integrate the recommendation widgets into your website or app Learn more about getting started with AI Recommendations   Does Algolia AI Recommendations support multiple languages? 0 Yes, Algolia's recommendation engine is completely language-agnostic. It supports alphabet-based and symbol-based languages such as Chinese, Japanese, and Korean, making it suitable for global businesses operating in diverse markets. How are AI-powered recommendation engines different from traditional recommendation engines? 0 AI recommendation engines analyze the full sequence and context of a user’s behavior. Traditional recommendation engines, on the other hand, often base their suggestions on only a single action like the most recent item viewed or purchased.  By leveraging AI, recommendation engines can detect patterns, predict intent, and deliver more relevant, personalized recommendations that adapt in real time as the user interacts with your site or app. How does Algolia ensure scalability for large businesses? 0 Algolia is built to handle enterprise-scale operations with exceptional reliability. The platform handles 30 billion records and nearly 1.7 trillion searches and recommendations a year with 99.999% availability, making it suitable for businesses of any size. What's the difference between content-based and personalized recommendations? 0 Content-based recommendations rely solely on item descriptions, while personalized recommendations incorporate user interactions to create individualized experiences.  What are the benefits of an AI-powered recommendation engine? 0 An AI-powered recommendation engine can lead to higher average order value, conversion rates , and customer lifetime value while also reducing bounce rates. For example, global retailer END increased conversions by 2% using Algolia’s AI Recommendations. What makes Algolia AI Recommendations different from other solutions? 0 Algolia stands out through several key differentiators: Speed : Sub-20 millisecond response times for real-time recommendations Scale : Proven ability to handle enterprise-level traffic and data volumes Ease of Implementation: Implement our APIs in minutes and gain easy control over rankings Comprehensive Models: Multiple recommendation types from collaborative filtering to image-based suggestions Global Language Support: Works across all major languages and character sets Integration Flexibilit y: Seamless connection with existing CMS and product catalogs The platform combines technical sophistication with user-friendly implementation, making advanced AI recommendations accessible to businesses of all sizes. Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://dev.to/apisyouwonthatepodcast/api-environmentalism-with-alexander-karan-of-climate-clever#main-content
API Environmentalism with Alexander Karan of Climate Clever - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close APIs You Won't Hate Follow API Environmentalism with Alexander Karan of Climate Clever Aug 2 '22 play Mike chats with Alexander Karan, CTO of Climate Clever, where "You can't manage what you don't measure" is a mantra. Climate Clever is an API-first company helping businesses, schools, and homeowners in Australia manage and minimize their carbon footprints.  Climate Clever - https://www.climateclever.org/ Alexander's recent Article on APIs You Won't Hate: Modern API deployment options in the cloud Scope 1 and Scope 2 Inventory Guidance - US EPA Alexander Karan (@alexanderkaran_) on twitter Thank you so much to our sponsors: Lob: https://lob.com/careers Treblle : https://treblle.com/apisyoulove Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:44
https://www.algolia.com/industries/b2b-ecommerce
Build Search & Discovery for B2B Ecommerce | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack B2B & MANUFACTURING Build seamless B2B buyer journeys with Algolia Guide buyers to the products they need with intuitive, AI-driven search solutions Get a demo Start building for free More than 1700 manufacturers and distributors choose Algolia “Ergodyne saw 5X CTR growth and 1.9X uplift in search interactions.” Read their story “King Arthur Baking Company saw an 18% increase in conversions. We now have total control over the look and feel of our search results. ” Mike Hoefer Director of Web Development King Arthur Baking Company Read their story “Algolia has become so mission critical for navigating our application that users instantly notice whenever we ship a new enhancement to our Algolia implementation.” Desmond Brand Engineering Manager Flexport Read their story “Swedol saw their conversion rate grow by 22% and a 7.5% increase in searches. The speed of Algolia has been incredibly impactful, along with the visibility and control we get through the dashboard. Best of all, we get the help we need from Algolia to find the best way forward on things really important to us.” Clint Fischerström Head of Ecommerce @ Swedol Read their story All the tools you need to build best-in-class B2B ecommerce experiences Your browser does not support the video tag. AI Search Quickly show your customers exactly what they need with industry-leading AI Search that understands buyer intent. Search by keyword, description, part #, SKU, or any other product attribute.  Combine results from all your data sources in a single search experience – from product results, to case studies, FAQs and more. Deliver relevant results for all queries, even those in the ‘long tail’. Automate category reporting & ranking with Query Categorization. Display best-sellers automatically with Dynamic Reranking. Learn more about AI Search Your browser does not support the video tag. AI Recommendations Boost average order value with tailored product and content suggestions using behavioral and contextual data.  Drive cross-sell with predictive models including “related products”, “trending items” and “frequent combinations”. Add personalized recommendations on your homepage, product landing pages, shopping cart and almost anywhere else. Image-based recommendations can help buyers find even more. Learn more about AI Recommendations Your browser does not support the video tag. AI Browse Automatically build category, collection, and other pages to show your buyers what they need based on their behavior and preferences. Deliver results instantly with our UI components and SDKs. A/B test different category ranking algorithms and push the highest converting results live. Automatically boost items that are trending and popular - saving you time and enhancing your customer experience with improved ranking. Learn more about AI Browse Merchandising Studio Harness complete transparency and control over ranking and relevance strategies, allowing business teams to fine-tune results from an intuitive dashboard. Boost, bury, pin, and promote items based on your business goals.  Track high-revenue search terms in real time, find those that don’t return results, evaluate category performance, and plan for seasonal success with historic events insights. Save hours on manual synonym creation with AI. Discover the Merchandising Studio Personalization Tailor your customer experience to each customer.  Show your customers only the products they have access to, personalized based on their behavior and preferences. Manage customer-specific pricing. Display inventory specific to the warehouse they buy from.  Learn more about Personalization Help buyers easily find everything they need, with AI search Easy to use Implement our APIs in minutes and gain easy control over rankings. Fast Search as quick as you type, with the fastest enterprise AI search we know of. Scalable Work with a partner who  handles 30 billion records and nearly 2 billion searches a year with 99.999% availability. Algolia Integration Partners Fully compliant, globally secure, and privacy-focused solutions Global business expansion Effortlessly replicate your experience in new markets using Algolia's worldwide infrastructure and API-centric approach. Consistent and high-quality service Ensure top-notch service quality globally as your business grows. Top-tier security & compliance Algolia guarantees adherence to SOC2, SOC3, and GDPR standards, enhanced by advanced encryption to protect your data. Distributed infrastructure Dedicated options across six continents, providing a strong, secure foundation for business growth and global market reach. The retail media advantage With global retail media spend projected to total $180 billion in 2025, the opportunity is vast, but success depends on how retailers use data, design, and technology to serve both customers and brands. In our newest report, we asked executives how they plan to invest in retail media networks.  76% sponsored listings on search result pages is the top retail media strategy 30% better audience targeting is the top goal for sponsored listings on search result pages 11% of retail media buyers use multiple retail media platforms Get the report Try the AI search that understands Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/products/intelligent-data-kit
Intelligent Data Kit Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Intelligent Data Kit Smarter data. Simpler process. More possibilities. Transform, enrich, and prepare data, simply, with our built-in toolkit. Introducing the Intelligent Data Kit Messy, siloed data is one of the biggest blockers to great search and personalization. The Intelligent Data Kit solves that by putting intuitive tools and AI guidance in the hands of every team—not just data engineers.  Data transformation Reshape your data — clean out irrelevant fields, create dynamic attributes, compute custom rankings, and more. Technical users can work directly in code, and non-technical users can use the no-code UI.  Learn more Enrich your data Algolia Fetch allows you to connect external sources via API and pull data automatically to have an always up-to-date index.  Learn more Seamless integrations Connect with your existing stack using no-code connectors. Pull in real-time data from APIs like DeepL, Stripe, and Google Maps to enrich search results. Learn more Some things you can do with the Intelligent Data Kit Highlight promotions automatically Tag products for seasonal campaigns Exclude junk/test data from search Create size categories from raw data Derive missing discount values Enrich records using live external data --> Benefits at a glance Whether you're a merchandiser, content manager, or developer, you can now clean, enrich, and activate your data—faster than ever. Boost search relevance and personalization Clean, enriched data improves relevance scoring, powering more accurate results and tailored experiences across search, recommendations and merchandising. Speed up time to value The Intelligent Data Kit eliminates repetitive cleaning tasks, minimizes index bloat, and streamlines integration with external APIs. Increase transparency and trust Gain visibility into how data is transformed, enriched, and used, fostering trust across teams and helping ensure compliance with internal standards. Reduce development bottlenecks With intuitive no-code tools and AI-guided transformations, business users can take action—speeding up experimentation, campaign launches, and product iteration. Intelligent Data Kit FAQs What is the Intelligent Data Kit? 0 It’s a suite of tools from Algolia that helps you clean, enrich, and connect your data—so you can unlock better search, insights, and digital experiences without heavy dev work. Who is the Intelligent Data Kit for? 0 The Kit is designed for both technical and non-technical users. Business teams can make data changes via a visual interface, while developers benefit from robust integrations and reduced maintenance overhead. Do I need to know how to code to use it? 0 No coding is required. You can use plain-English prompts or drag-and-drop controls to perform complex data transformations. Developers can also plug into APIs or advanced pipelines as needed. What kinds of data can I clean or transform? 0 Anything from product catalogs and content metadata to user behavior logs. Common use cases include tagging seasonal products, removing junk/test data, computing rankings, and structuring filters like price tiers or size buckets. How does this improve my Algolia search experience? 0 Cleaner, enriched data leads to more relevant search results and personalized experiences. You can also reduce noise in your index, improve performance, and gain more control over how items are ranked and filtered. Can I connect it to external APIs or tools? 0 Yes. The Fetch capability allows you to enrich records with real-time data from third-party sources like DeepL, Google Maps, or Stripe, all within your Algolia transformation pipeline. Is this included in my current plan? 0 The Intelligent Data Kit is available today. Contact your Algolia representative to check compatibility with your current plan and pricing tier. 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2026-01-13T08:47:44
https://github.com/eachampagne
eachampagne (Elizabeth Champagne) · GitHub Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes APPLICATION SECURITY GitHub Advanced Security Find and fix vulnerabilities Code security Secure your code as you build Secret protection Stop leaks before they start EXPLORE Why GitHub Documentation Blog Changelog Marketplace View all features Solutions BY COMPANY SIZE Enterprises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all solutions Resources EXPLORE BY TOPIC AI Software Development DevOps Security View all topics EXPLORE BY TYPE Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICES Documentation Customer support Community forum Trust center Partners Open Source COMMUNITY GitHub Sponsors Fund open source developers PROGRAMS Security Lab Maintainer Community Accelerator Archive Program REPOSITORIES Topics Trending Collections Enterprise ENTERPRISE SOLUTIONS Enterprise platform AI-powered developer platform AVAILABLE ADD-ONS GitHub Advanced Security Enterprise-grade security features Copilot for Business Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... --> Search Clear Search syntax tips Provide feedback --> We read every piece of feedback, and take your input very seriously. Include my email address so I can be contacted Cancel Submit feedback Saved searches Use saved searches to filter your results more quickly --> Name Query To see all available qualifiers, see our documentation . Cancel Create saved search Sign in Sign up Appearance settings Resetting focus You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} eachampagne Follow Overview Repositories 25 Projects 0 Packages 0 Stars 0 More Overview Repositories Projects Packages Stars eachampagne Follow Elizabeth Champagne eachampagne Follow 3 followers · 0 following Achievements x2 Achievements x2 Block or Report Block or report eachampagne --> Block user Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users . You must be logged in to block users. Add an optional note Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you. Block user Report abuse Contact GitHub support about this user’s behavior. Learn more about reporting abuse . Report abuse Overview Repositories 25 Projects 0 Packages 0 Stars 0 More Overview Repositories Projects Packages Stars Popular repositories Loading Electric-Field-Calculation Electric-Field-Calculation Public Code from an E&M I project C# Multi-Slit-Project Multi-Slit-Project Public E&M II Project C++ Ising-Metropolis Ising-Metropolis Public Class Project for University of Arizona PHYS 426 C++ Quantum-Solver Quantum-Solver Public Rust doxTest doxTest Public C documentGitTest documentGitTest Public C Something went wrong, please refresh the page to try again. If the problem persists, check the GitHub status page or contact support . Uh oh! There was an error while loading. Please reload this page . Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact Manage cookies Do not share my personal information You can’t perform that action at this time.
2026-01-13T08:47:44
https://x.com/tos#chapter6
X Terms of Service Skip to main content Terms of Service <path opacity="0" d="M0 0h24v24H0z" /> <path d="M17.207 11.293l-7.5-7.5c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414L15.086 12l-6.793 6.793c-.39.39-.39 1.023 0 1.414.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-arrow-left="<svg width="28px" height="28px" viewbox="0 0 28 28" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="none" class="twtr-icon u01b__icon-arrow-left"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd" stroke-linecap="round"> <g transform="translate(-1216.000000, -298.000000)" stroke-width="2.25"> <g transform="translate(1200.000000, 282.000000)"> <g transform="translate(17.000000, 17.000000)"> <path d="M0.756410256,12.8589744 L25.7179487,12.8589744"></path> <path d="M13.2371795,25.3397436 L25.7179487,12.8589744"></path> <path d="M13.2371795,12.4807692 L25.3397436,0.378205128" transform="translate(19.288462, 6.429487) rotate(-90.000000) translate(-19.288462, -6.429487) "></path> </g> </g> </g> </g> </svg>" data-icon-chevron-down="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M20.207 7.043c-.39-.39-1.023-.39-1.414 0L12 13.836 5.207 7.043c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414l7.5 7.5c.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-close="<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewbox="0 0 24 24" style="enable-background:new 0 0 24 24;" xml:space="preserve" aria-hidden="true" focusable="false" role="none" class="twtr-icon--md"> <g> <g> <defs> <rect id="SVGID_1_" x="-468" y="-1360" width="1440" height="3027" /> </defs> <clippath id="SVGID_2_"> <use xlink:href="#SVGID_1_" style="overflow:visible;" /> </clippath> </g> </g> <rect x="-468" y="-1360" class="st0" width="1440" height="3027" style="fill:rgb(0,0,0,0);stroke-width:3;stroke:rgb(0,0,0)" /> <path d="M13.4,12l5.8-5.8c0.4-0.4,0.4-1,0-1.4c-0.4-0.4-1-0.4-1.4,0L12,10.6L6.2,4.8c-0.4-0.4-1-0.4-1.4,0c-0.4,0.4-0.4,1,0,1.4 l5.8,5.8l-5.8,5.8c-0.4,0.4-0.4,1,0,1.4c0.2,0.2,0.4,0.3,0.7,0.3s0.5-0.1,0.7-0.3l5.8-5.8l5.8,5.8c0.2,0.2,0.5,0.3,0.7,0.3 s0.5-0.1,0.7-0.3c0.4-0.4,0.4-1,0-1.4L13.4,12z" /> </svg>" data-icon-search="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M22.06 19.94l-3.73-3.73C19.38 14.737 20 12.942 20 11c0-4.97-4.03-9-9-9s-9 4.03-9 9 4.03 9 9 9c1.943 0 3.738-.622 5.21-1.67l3.73 3.73c.292.294.676.44 1.06.44s.768-.146 1.06-.44c.586-.585.586-1.535 0-2.12zM11 17c-3.308 0-6-2.692-6-6s2.692-6 6-6 6 2.692 6 6-2.692 6-6 6z" /> </svg>" data-icon-search-submit="<svg width="21" height="21" viewbox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="none" class="twtr-icon"> <path fill-rule="evenodd" clip-rule="evenodd" d="M16.33 14.21L20.06 17.94C20.646 18.525 20.646 19.475 20.06 20.06C19.768 20.354 19.384 20.5 19 20.5C18.616 20.5 18.232 20.354 17.94 20.06L14.21 16.33C12.738 17.378 10.943 18 9 18C4.03 18 0 13.97 0 9C0 4.03 4.03 0 9 0C13.97 0 18 4.03 18 9C18 10.942 17.38 12.737 16.33 14.21ZM3 9C3 12.308 5.692 15 9 15C12.308 15 15 12.308 15 9C15 5.692 12.308 3 9 3C5.692 3 3 5.692 3 9Z" fill="white" /> </svg>" data-bg-color="white-neutral" data-root-page-title="Terms of Service" data-search-placeholder="Search" data-search-query-key="q" data-search-query-type="?" data-scribe-element="RJPO" data-scribe-section="u01b-navigation" data-cta-enabled="true" data-cta-text="Download PDF" data-cta-link="https://cdn.cms-twdigitalassets.com/content/dam/legal-twitter/site-assets/terms-of-service-2025-05-08/en/x-terms-of-service-2025-05-08.pdf" data-cta-link-new-tab="true"> Terms of Service We have made some updates to our Terms of Service. This version of the Terms of Service will go into effect on January 15, 2026. Until then, the current Terms of Service continue to apply.   Summary of our Terms These Terms of Service (“Terms”) are part of the User Agreement – a legally binding contract governing your relationship with X. You should read these Terms in full, but here are a few key things you should take away: You will see advertising on the platform: In exchange for accessing the Services, X and our third-party providers and partners may display advertising to you. When posting Content and otherwise using the Services, you must comply with this User Agreement and Applicable Law: You are responsible for your use of the Services and your Content. You must comply with the User Agreement, including all applicable policies and rules, and all applicable laws. You must abide by the Services’ acceptable use terms: You may not access the Services in any way other than through the currently available, published interfaces that we provide. For example, this means that you cannot scrape the Services without X’s express written permission, try to work around any technical limitations we impose, or otherwise attempt to disrupt the operation of the Services. We have broad enforcement rights: X reserves the right to take enforcement actions against you if you do violate these terms, such as, for example, removing your Content, limiting visibility, discontinuing your access to X, or taking legal action. Certain jurisdictions, including the European Union and the United Kingdom, also impose obligations on X to enforce against not only illegal content but also categories of content deemed by law to be “harmful” or “unsafe.” As a result, your Content or account may be subject to restrictions in those jurisdictions. We may also suspend or terminate your account for other reasons, such as prolonged inactivity, risk of legal exposure, or commercial inviability.  There are intellectual property licenses in these Terms: You retain ownership and rights to any of your Content you post or share, and you provide us with a broad, royalty-free license to make your Content available to the rest of the world and to let others do the same. Conversely, we provide you a license to use the software we provide as part of the Services, such as the X mobile application, solely for the purpose of enabling you to use and enjoy the benefit of the Services.  Your use of the Services is at your own risk: We provide the Services on an “AS IS” and “AS AVAILABLE” basis, and we disclaim all warranties, responsibility, and liability to you or others to the extent permitted by law. You may be exposed to offensive or harmful Content posted by other users. The Services may change from time to time, and we may limit or terminate availability of the Services or particular features to you or other users at any time.  You have remedies and redress mechanisms, but our liability is limited: You have a right to terminate this agreement at any time by deactivating your account and discontinuing use of the Services. Depending on your country of residence, we may not be liable for certain types of damages as described in the agreement, and in any event, our aggregate liability shall not exceed the greater of $100 USD or the amount you paid us, if any, in the past six months for the Services giving rise to the claim. Further, if you believe that your Content has been displayed on the Services in an unauthorized manner that constitutes copyright infringement, the reporting process is detailed in these Terms. If you are a recipient of the X Service in the United Kingdom, you may challenge enforcement actions (such as Content removal or account suspension) that breach these Terms by filing a complaint through our internal complaints process or by bringing a claim in a competent court, as provided under the Online Safety Act 2023. You can find details on how to file a complaint here . If you are a recipient of the X Service in the European Union, you may challenge certain decisions we make under the Digital Services Act (Regulation (EU) 2022/2065) via our internal process or via out-of-court dispute settlement as described here . Please also note that these Terms incorporate our Privacy Policy ( https://x.com/privacy ) as well as other terms applicable to your use of the Services and your Content. Finally, these Terms may vary depending on where you live, but in any case, you must be at least 13 years old to use X. If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies. If you live in the European Union, EFTA States, or the United Kingdom, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies.   X Terms of Service If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affilitates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Corp., which provides X and the Services, with its registered office at 865 FM 1209, Building 2, Bastrop, TX 78602 U.S.A. The words “we,” “us,” and “our” mean X Corp. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or our affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. All Content, including anything referenced therein, is the sole responsibility of the person who posted, generated, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies , https://help.x.com/rules-and-policies/x-report-violation#specific-violations , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. You agree that this license includes the right for us to (i) analyze text and other information you provide and to otherwise provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames without liability to you. In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do not disclose personally-identifying information to third parties except in accordance with our Privacy Policy . Certain services or features may be offered on X for which additional terms and conditions may apply in connection with your use of those services. By using or paying for any of these additional services, you agree to any additional terms applicable to those services, and those additional terms become part of our agreement with you. If any of the applicable additional terms conflict with these Terms, the additional terms will prevail while you are using those services to which they apply. If you use paid features, products, or services of the Services, you agree to the applicable Terms for Paid Services ( https://legal.x.com/purchaser-terms ). If you use developer features, products, or services of the Services, including but not limited to X for Websites ( https://developer.x.com/docs/x-for-websites ), X Cards ( https://developer.x.com/docs/x-for-websites/cards/overview/abouts-cards ), Public API ( https://developer.x.com/docs ), or Sign in with X ( https://docs.x.com/resources/fundamentals/authentication/guides/log-in-with-x ), you agree to our Developer Agreement ( https://developer.x.com/developer-terms/agreement ) and Developer Policy ( https://developer.x.com/developer-terms/policy ). If you want to reproduce, modify, create derivative works, distribute, sell, transfer, publicly display, publicly perform, transmit, or otherwise use the Services or Content on the Services, you must use the interfaces and instructions we provide, except as permitted through the Services, these Terms, or the terms provided on https://developer.x.com/developer-terms . Otherwise, all such actions are strictly prohibited. If you are a security researcher, you are required to comply with the rules of our  Vulnerability Reporting Program ( https://hackerone.com/x ). The requirements set out in the preceding paragraph may not apply to those participating in our Vulnerability Reporting Program. If you use advertising features, products, or services of the Services in any way, including but not limited to self-service and managed service offerings, you agree that your use of the advertising features, products, and services as well as your advertisements are subject to the terms of our  Master Services Agreement ( https://ads.x.com/terms ). Your Account You may need to create an account to use the Services. You are responsible for safeguarding your account, so use a strong password and limit its use to this account, and use two-factor authentication via an authenticator app or security key. We cannot and will not be liable for any loss or damage arising from your failure to comply with the above. You can control most communications from the Services. We may need to provide you with certain communications, such as service announcements and administrative messages. These communications are considered part of the Services and your account, and you may not be able to opt-out from receiving them. If you added your phone number to your account and you later change or deactivate that phone number, you must update your account information to help prevent us from communicating with anyone who acquires your old number. Your License to Use the Services We give you a personal, worldwide, royalty-free, non-assignable and non-exclusive license to use the software provided to you as part of the Services. This license cannot be assigned, gifted, sold, shared or transferred in any other manner to any other individual or entity without X’s express written consent. This license has the sole purpose of enabling you to use and enjoy the benefit of the Services as provided on X, in the manner permitted by these Terms. The Services are protected by copyright, trademark, and other laws of both the United States and other countries. Nothing in the Terms gives you a right to use the X name or Twitter name or any of the X or Twitter trademarks, logos, domain names, other distinctive brand features, and other proprietary rights, and you may not do so without our express written consent. All right, title, and interest in and to the Services (excluding Content provided by users) are and will remain our and our licensors' exclusive property. Any feedback, comments, or suggestions you may provide regarding X, or the Services is entirely voluntary and we will be free to use such feedback, comments or suggestions as we see fit and without any obligation to you. Misuse of the Services You also agree not to misuse the Services, for example, by interfering with them or accessing them using a method other than the interface and the instructions that we provide. You agree that you will not work around any technical limitations in the software provided to you as part of the Services, or reverse engineer, decompile or disassemble the software, except and only to the extent that applicable law expressly permits. You may not do any of the following while accessing or using the Services: (i) access, tamper with, or use non-public areas of the Services, our computer systems, or the technical delivery systems of our providers; (ii) probe, scan, or test the vulnerability of any system or network or breach or circumvent any security or authentication measures; (iii) access or search or attempt to access or search the Services by any means (automated or otherwise) other than through our currently available, published interfaces that are provided by us (and only pursuant to the applicable terms and conditions), unless you have been specifically allowed to do so in a separate agreement with us (NOTE: crawling or scraping the Services in any form, for any purpose without our prior written consent is expressly prohibited); (iv) attempt to circumvent, manipulate, or disable systems and Services, including through "jailbreaking", “prompt engineering or injection", or other methods intended to override or manipulate safety, security or other platform controls; (v) forge any TCP/IP packet header or any part of the header information in any email or posting; (vi) in any way use the Services to send altered, deceptive or false source-identifying information; (vii) engage in any conduct that violates our Platform Manipulation and Spam Policy or any other Rules and Policies , including our Misuse of Reporting Features Policy ; or (viii) interfere with, or disrupt, (or attempt to do so), the access of any user, host or network, including, without limitation, sending a virus, overloading, flooding, spamming, mail-bombing the Services, or by scripting the creation of Content in such a manner as to interfere with or create an undue burden on the Services. It is also a violation of these Terms to facilitate or assist others in violating these Terms, including by distributing products or services that enable or encourage violation of these Terms. Ending These Terms You may end your legal agreement with us at any time by deactivating your accounts and discontinuing your use of the Services. See https://help.x.com/managing-your-account/how-to-deactivate-x-account  for instructions on how to deactivate your account and the Privacy Policy for more information on what happens to your information. We may suspend or terminate your account or cease providing you with all or part of the Services at any time if we reasonably believe: (i) you have violated these Terms or our Rules and Policies , (ii) you create risk or possible legal exposure for us; (iii) your account should be removed due to unlawful conduct; (iv) your account should be removed due to prolonged inactivity; or (v) our provision of the Services to you is no longer commercially viable. We will make reasonable efforts to notify you by the email address associated with your account or the next time you attempt to access your account, depending on the circumstances. To the extent permitted by law, we may also terminate your account or cease providing you with all or part of the Services for any other reason or no reason at our convenience. In all such cases, the Terms shall terminate, including, without limitation, your license to use the Services, except that the following sections shall continue to apply: 2, 3, 5, 6, and the misuse provisions of Section 4 (“Misuse of the Services”). If you believe your account was terminated in error you can file an appeal following the steps found in our Help Center ( https://help.x.com/forms/account-access/appeals ). For the avoidance of doubt, these Terms survive the deactivation or termination of your account.   5. Disclaimers and Limitations of Liability The Services are Available "AS-IS" Your access to and use of the Services or any Content are at your own risk. You understand and agree that the Services are provided to you on an “AS IS” and “AS AVAILABLE” basis. The “X Entities” refers to X Corp., its parents, affiliates, related companies, officers, directors, employees, agents, representatives, partners, and licensors. Without limiting the foregoing, to the maximum extent permitted under applicable law, THE X ENTITIES DISCLAIM ALL WARRANTIES AND CONDITIONS, WHETHER EXPRESS OR IMPLIED, OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. The X Entities make no warranty or representation and disclaim all responsibility and liability for: (i) the completeness, accuracy, availability, timeliness, security or reliability of the Services or any Content; (ii) any harm to your computer system, loss of data, or other harm that results from your access to or use of the Services or any Content; (iii) the deletion of, or the failure to store or to transmit, any Content and other communications maintained by the Services; and (iv) whether the Services will meet your requirements or be available on an uninterrupted, secure, or error-free basis. No advice or information, whether oral or written, obtained from the X Entities or through the Services, will create any warranty or representation not expressly made herein. Limitation of Liability NOTWITHSTANDING ANY OTHER TERMS TO THE CONTRARY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE X ENTITIES SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, RELIANCE OR ANY LOSS OF PROFITS OR REVENUES, WHETHER INCURRED DIRECTLY OR INDIRECTLY, OR ANY LOSS OF DATA, USE, GOODWILL, OR OTHER INTANGIBLE LOSSES, RESULTING FROM (i) YOUR ACCESS TO OR USE OF OR INABILITY TO ACCESS OR USE THE SERVICES; (ii) ANY CONDUCT OR CONTENT OF ANY USER OR THIRD PARTY ON THE SERVICES, INCLUDING WITHOUT LIMITATION, ANY DEFAMATORY, OFFENSIVE OR ILLEGAL CONDUCT OF OTHER USERS OR THIRD PARTIES; (iii) ANY CONTENT OBTAINED FROM THE SERVICES; OR (iv) UNAUTHORIZED ACCESS, USE OR ALTERATION OF YOUR TRANSMISSIONS OR CONTENT. IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE X ENTITIES EXCEED THE GREATER OF ONE HUNDRED U.S. DOLLARS (U.S. $100.00) OR THE AMOUNT YOU PAID US, IF ANY, IN THE PAST SIX MONTHS FOR THE SERVICES GIVING RISE TO THE CLAIM. THE LIMITATIONS OF THIS SUBSECTION SHALL APPLY TO ANY THEORY OF LIABILITY, WHETHER BASED ON WARRANTY, CONTRACT, STATUTE, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, AND WHETHER OR NOT THE X ENTITIES HAVE BEEN INFORMED OF THE POSSIBILITY OF ANY SUCH DAMAGE, AND EVEN IF A REMEDY SET FORTH HEREIN IS FOUND TO HAVE FAILED OF ITS ESSENTIAL PURPOSE. IN THE EVENT ANY PORTION OF THESE LIMITATION OF LIABILITY PROVISIONS IS DEEMED UNENFORCEABLE AS A MATTER OF LAW, THAT LIMITATION SHALL INSTEAD BE THE GREATEST LIMITATION PERMITTED BY LAW. BY AGREEING TO THESE TERMS OR USING THE SERVICES, YOU AGREE, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THAT THE X ENTITIES ARE NOT RESPONSIBLE OR LIABLE TO YOU OR OTHERS FOR THE ACTIONS OR CONDUCT OF USERS AND THIRD PARTIES ON THE SERVICES, OR FOR ANY CONTENT USERS AND THIRD PARTIES SHARE ON THE SERVICES, INCLUDING OFFENSIVE, DEFAMATORY, ILLEGAL OR OTHER OBJECTIONABLE CONTENT. Liquidated Damages Protecting our users’ data and our system resources is important to us. You further agree that, to the extent permitted by applicable law, if you violate the Terms, or you induce or knowingly facilitate others to do so, in addition to all other legal remedies available to us, you will be jointly and severally liable to us for liquidated damages as follows for requesting, viewing, or accessing more than 1,000,000 posts (including reply posts, video posts, image posts, and any other posts) in any 24-hour period - $15,000 USD per 1,000,000 posts. You agree that these amounts are (i) a reasonable estimate of our damages; (ii) not a penalty; and (iii) not otherwise limiting of our ability to recover from you or others under any legal or equitable theory or claim, including but not limited to statutory damages and/or equitable relief. You further agree that repeated violations of these Terms will irreparably harm and entitle us to injunctive and/or other equitable relief, in addition to monetary damages.   6. General We may revise these Terms from time to time. The changes will not be retroactive, and the most current version of the Terms, which will always be at https://x.com/tos , will govern our relationship with you. We will try to notify you of material revisions, for example via a service notification or an email to the email associated with your account. By continuing to access or use the Services after those revisions become effective, you agree to be bound by the revised Terms.  The laws of the State of Texas, excluding its choice of law provisions, will govern these Terms and any dispute that arises between you and us, notwithstanding any other agreement between you and us to the contrary. Notwithstanding any other agreement to the contrary, all disputes related to these Terms, the Services, or any patents — including without limitation disputes related to or arising from any Content (whether your or others’ Content), or your or others’ use of the Services or the complete or partial termination thereof — shall be brought and must proceed exclusively in the federal or state courts located in Tarrant County, Texas, United States, and you consent to personal jurisdiction in those forums and waive any objection as to inconvenient forum. For the avoidance of doubt, the choice of law and forum selection provisions of this paragraph shall apply regardless of whether a dispute or any claims contained therein are based in contract, tort, statute, common law, or otherwise, and the choice of law and forum selection provisions of this paragraph shall apply to pending and future disputes and shall apply to your dispute regardless of when the conduct relating to the dispute arose or occurred. The choice of law and forum selection provisions of this paragraph shall also extend to disputes involving our U.S. corporate affiliates, who are intended third-party beneficiaries of this paragraph. Without prejudice to the foregoing, you agree that, in its sole discretion, X may bring any claim, cause of action, or dispute we have against you in any competent court in the country in which you reside that has jurisdiction and venue over the claim. To the extent permitted by law, you also waive the right to participate as a plaintiff or class member in any purported class action, collective action or representative action proceeding against us or our corporate affiliates. If you are a federal, state, or local government entity in the United States using the Services in your official capacity and legally unable to accept the controlling law, jurisdiction or venue clauses above, then those clauses do not apply to you. For such U.S. federal government entities, these Terms and any action related thereto will be governed by the laws of the United States of America (without reference to conflict of laws) and, in the absence of federal law and to the extent permitted under federal law, the laws of the State of Texas (excluding choice of law). You and X agree that you must initiate any proceeding or action asserting a federal claim within one (1) year of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. You and X agree that you must initiate any proceeding or action asserting a state law claim within two (2) years of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. Otherwise, to the extent permitted by applicable law, you forever waive the right to pursue any claim or cause of action, of any kind or character, based on such events or facts, and such claims or causes of action are permanently barred.  In the event that any provision of these Terms is held to be invalid or unenforceable, then that provision will be limited or eliminated to the minimum extent necessary, and the remaining provisions of these Terms will remain in full force and effect. Our failure to enforce any right or provision of these Terms will not be deemed a waiver of such right or provision. The X User Agreement is written in English but is made available in multiple languages through translations. X strives to make the translations as accurate as possible to the original English version. However, in case of any discrepancies or inconsistencies, the English language version of the X User Agreement shall take precedence. You acknowledge that English shall be the language of reference for interpreting and constructing the terms of the X User Agreement. If you have any questions about these Terms, please contact us . Effective:  January 15, 2026 Archive of Previous Terms   X Terms of Service If you live in the European Union, EFTA States, or the United Kingdom These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affiliates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Internet Unlimited Company (Co. number 503351, VAT number IE9803175Q), an Irish company, which provides X and the Services, with its registered office at One Cumberland Place, Fenian Street Dublin 2, D02 AX07 Ireland. The words “we,” “us,” and “our,” mean X Internet Unlimited Company. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. Content recommendations are made based on a combination of factors: how you engage with the Services, the topics you have indicated that you are interested in, and likes of other users with your similar interests. Adjustments can be made in your settings, and additional information can be found in our Help Center ( https://help.x.com/resources/recommender-systems ). All Content, including anything referenced therein, is the sole responsibility of the person who posted, generate, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies ,  https://help.x.com/rules-and-policies/x-report-violation , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. However, if you have chosen via our features to limit the distribution of your Content to a restricted community, we will respect that choice. You also agree that this license includes the right to analyze text and other information you provide with the view to improve the Services. You agree that this license includes the right for us to (i) provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames if it is appropriate, including for the following reasons: (i) protecting the Services or our users; (ii) compliance with applicable laws or orders from competent authorities; (iii) breach of these Terms or our Rules and Policies or third parties' intellectual property or other rights; (iv) if you or your Content exposes us, other users or any third party to legal or regulatory risk; and/or (v) your prolonged inactivity.  In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do
2026-01-13T08:47:44
https://www.algolia.com/use-cases/documentation-search
Documentation Search | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Documentation Search Find answers faster with conversational doc search Get lightning-fast, typo-tolerant, and language-aware search across your documentation Get a demo Start building for free Give your customers better results Whether you're supporting an open source library or a complex enterprise product, developers deserve fast, intuitive search and accurate results and answers to their queries from documentation. Smart indexing Pre-built crawler templates adapt to your doc structure automatically, with optimized relevance settings. Need more control? Use the DocSearch helper function to customize extraction and indexing logic. Learn more Reduce maintenance with reliable automation No need to worry about updating the search index when documentation changes. The crawler auto-updates as your site evolves, ensuring search results always reflect the latest content. Learn more Get insights with analytics With built-in analytics, your team can see what users are typing into the search bar—and where results might be lacking. This helps prioritize documentation updates and identify content gaps based on real usage. Learn more Customize usability The DocSearch UI library delivers a tailored search experience with autocomplete, Ask AI, and deep framework support—including Docusaurus, VuePress, and more. Learn more Integrate with any backend Whether you use a static site generator, a docs-as-code platform, or a hosted service — like Mintlify, Docusaurus, Vuepress, Next.js, or others — Algolia fits right in. See all integrations Try it on Algolia Docs! Free for public projects DocSearch is our way of giving back to the community. It’s free for open source projects and can be set up instantly. Learn more and apply today Learn more Natural language understood AI is changing how developers work. Ask AI brings your docs into the new era. Ask AI is an optional add-on that adds a conversational search experience to your documentation. Ask AI understands user questions and provides contextual answers grounded in your docs, reducing support tickets and boosting self-service. Learn more about Ask AI Documentation search FAQs What’s the difference between Smart Groups and Retail Media Platform integrations? 0 Smart Groups are best for merchandising teams that want to feature specific brands or products in defined placements, such as a brand partnership or themed promotion. These groups are updated manually. Retail Media Platform integrations , on the other hand, are used when you want real-time bidding for sponsored listings through external ad tech partners like CitrusAd or Criteo.  Do sponsored results affect the relevance of our search experience? 0 Algolia applies AI-powered ranking and personalization even to sponsored content, ensuring that promoted listings remain relevant to shoppers’ intent and search context.  What kind of reporting and performance insights are available? 0 When integrated with an RMP or analytics platform, Algolia enables tracking of impressions, clicks, conversions, and revenue impact from sponsored placements—helping you measure ROI and optimize campaigns.  Will this work with our existing Retail Media Network? 0 Yes. Algolia’s sponsored listings solutions is platform-agnostic, working with popular Retail Media Networks like Criteo, CitrusAd, Kevel, or Zitcha.  Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.algolia.com/use-cases
Build Search & Discovery across use cases | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Use cases overview Algolia powers Search & Discovery across use cases Get a demo Start building for free --> Documentation search Get lightning-fast, typo-tolerant, and language-aware search across your documentation. Learn more Enterprise search Connects your customers to the right content, and your employees to the right information. Empower your organization at scale with AI-driven enterprise search. Learn more Headless commerce Future-proof your storefront with headless commerce and Algolia search. Deliver fast, flexible product experiences across channels with any ecommerce stack. Learn more Image search Let users search with images—not just words. Unlock visual discovery and reverse image search capabilities with Algolia’s image-search solution. Learn more Mobile & App Search Build mobile search that users love. Integrate fast, intelligent search & discovery into apps for better engagement and conversions. Learn more Retail Media Networks Drive incremental revenue by turning your search results into premium ad inventory, without compromising the customer experience.  Learn more Site search Add AI-powered search to your site, instantly, and connect your customers to the content and answers they need. Learn more Visual search Help shoppers go from “I saw it online” to “I found it on your site.” Visual Search makes product discovery effortless — even when your customers don’t know what words to use. Learn more Voice search Enable voice search experiences your users expect. From mobile to assistants, deliver fast, relevant results via natural language. Learn more --> Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.who.int/news-room/fact-sheets/detail/disability-and-health
Disability Skip to main content Global Regions WHO Regional websites Africa Americas South-East Asia Europe Eastern Mediterranean Western Pacific When autocomplete results are available use up and down arrows to review and enter to select. 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Shimizu © Credits Disability 7 March 2023 Key facts An estimated 1.3 billion people experience significant disability. This represents 16% of the world’s population, or 1 in 6 of us. Some persons with disabilities die up to 20 years earlier than those without disabilities. Persons with disabilities have twice the risk of developing conditions such as depression, asthma, diabetes, stroke, obesity or poor oral health. Persons with disabilities face many health inequities. Persons with disabilities find inaccessible and unaffordable transportation 15 times more difficult than for those without disabilities. Health inequities arise from unfair conditions faced by persons with disabilities, including stigma, discrimination, poverty, exclusion from education and employment, and barriers faced in the health system itself. Overview Disability is part of being human and is integral to the human experience. It results from the interaction between health conditions such as dementia, blindness or spinal cord injury, and a range of environmental and personal factors. An estimated 1.3 billion people – or 16% of the global population – experience a significant disability today. This number is growing because of an increase in noncommunicable diseases and people living longer. Persons with disabilities are a diverse group, and factors such as sex, age, gender identity, sexual orientation, religion, race, ethnicity and their economic situation affect their experiences in life and their health needs. Persons with disabilities die earlier, have poorer health, and experience more limitations in everyday functioning than others. Factors contributing to health inequities Health inequities arise from unfair conditions faced by persons with disabilities. Structural factors: Persons with disabilities experience ableism, stigma and discrimination in all facets of life, which affects their physical and mental health. Laws and policies may deny them the right to make their own decisions and allow a range of harmful practices in the health sector, such as forced sterilization, involuntary admission and treatment, and even institutionalization. Social determinants of health: Poverty, exclusion from education and employment, and poor living conditions all add to the risk of poor health and unmet health care needs among persons with disabilities. Gaps in formal social support mechanisms mean that persons with disabilities are reliant on support from family members to engage in health and community activities, which not only disadvantages them but also their caregivers (who are mostly women and girls). Risk factors: Persons with disabilities are more likely to have risk factors for non-communicable diseases, such as smoking, poor diet, alcohol consumption and a lack of physical activity. A key reason for this is that they are often left out of public health interventions. Health system: Persons with disabilities face barriers in all aspects of the health system. For example, a lack of knowledge, negative attitudes and discriminatory practices among healthcare workers; inaccessible health facilities and information; and lack of information or data collection and analysis on disability, all contribute to health inequities faced by this group. International frameworks Countries have an obligation under international human rights law, and in some cases domestic laws, to address the health inequities faced by persons with disabilities. There are two important international frameworks which relate to health equity for persons with disabilities. The Convention on the Rights of Persons with Disabilities requires States Parties to ensure that persons with disabilities have access to the same range, quality and standard of free or affordable health care as other people. The World Health Assembly Resolution WHA74.8 on the highest attainable standard of health for persons with disabilities calls for Member States to ensure that persons with disabilities receive effective health services as part of universal health coverage; equal protection during emergencies; and equal access to cross-sectoral public health interventions. Achieving health for all Disability inclusion is critical to achieving the Sustainable Development Goals and global health priorities to achieve health for all. Universal health coverage will not be achieved if persons with disabilities do not receive quality health services on an equal basis with others. Investing in universal health coverage for persons with disabilities will benefit not only individuals but also communities. There could be almost an US$ 10 return for every US$ 1 spent on implementing disability inclusive prevention and care for noncommunicable diseases. Persons with disabilities must be considered when preventing and responding to health emergencies because they are more likely to be affected, both directly and indirectly. For example, during the COVID-19 pandemic, persons with disabilities living in institutions have been “cut off from the rest of society” with reports of residents being overmedicated, sedated, or locked up, and examples of self-harm also occurring (1) . In the COVID-19 pandemic, there are higher mortality rates among persons with intellectual disabilities (2) , who are also less likely to receive intensive care services (3) . Promoting healthier populations through clean air and water, road safety, child nutrition and addressing violence against women will only be achieved if public health interventions for the wider population consider the needs, skills and capacities of persons with disabilities. Women with disabilities being 2–4 times more likely to experience intimate partner violence than those without disabilities (4) . The WHO Global report on health equity for persons with disabilities outlines 40 key actions for countries to take to strengthen their health systems and reduce health inequities for persons with disabilities. There are three things that all governments and health sector partners can do. First, they must consider health equity for persons with disabilities in all health sector actions. Second, they can include persons with disabilities in decision-making processes. Third, they can monitor how persons with disabilities are being reached and benefitting from health sector actions. WHO response WHO works to ensure persons with disabilities have equitable access to effective health services; are included in health emergencies preparedness and responses; and can access cross-sectoral public health interventions to achieve the highest attainable standard of health . Towards this goal, WHO: guides and supports Member States on disability inclusion in health system governance and planning; facilitates collection and dissemination of disability-related data and information; develops normative tools, including guidelines to strengthen disability inclusion in the health sector; builds capacity among health policymakers and service providers; promotes strategies to ensure that people with disability are knowledgeable about their own health conditions, and that health care personnel support and protect the rights and dignity of persons with disabilities; contributes to the United Nations Disability Inclusion Strategy (UNDIS) to promote “sustainable and transformative progress on disability inclusion through all pillars of work of the United Nations”; and provides Member States and development partners with updated evidence, analysis and recommendations related to disability inclusion in the health sector.     References Brennan, C.S., Disability Rights During the Pandemic: A Global Report on Findings of the COVID-19 Disability Rights Monitor . 2020, COVID-19 Disability Rights Monitor. Williamson, E.J., et al., Risks of COVID-19 hospital admission and death for people with learning disability: population based cohort study using the OpenSAFELY platform. BMJ, 2021. 374: p. n1592. Baksh, R.A., et al., Understanding inequalities in COVID-19 outcomes following hospital admission for people with intellectual disability compared to the general population: a matched cohort study in the UK. BMJ Open, 2021. 11(10): p. e052482. Dunkle, K., et al., Disability and violence against women and girls . 2018, UKaid: London. Related Global report on health equity for persons with disabilities WHO policy on disability World report on disability 10 Facts on disability More on disability   News Health inequities lead to early death in many persons with disabilities 2 December 2022 Fact sheets Blindness and vision impairment 10 August 2023 Deafness and hearing loss 26 February 2025 Rehabilitation 22 April 2024 Assistive technology 2 January 2024 Events Launch of the WHO Global Report on Health Equity for Persons with Disabilities 2 December 2022 14:00 – 15:30 CET International Day of Persons with Disabilities 2022 3 December 2022 Side event on health equity for persons with disabilities at the Conference of State Parties to the Convention on the Rights of Persons with Disabilities 12 June 2023 13:15 – 14:30 ET Regions Africa Americas Eastern Mediterranean Europe South-East Asia Western Pacific Policies Cybersecurity Ethics Information disclosure Permissions and licensing Preventing sexual exploitation Terms of use About us Careers Frequently asked questions Library Procurement Publications Contact us Newsletters Report misconduct Privacy policy © 2026 WHO
2026-01-13T08:47:44
https://dev.to/devnews/s7-e4-potential-effects-of-a-cyberwar-between-russia-and-ukraine-a-coding-bootcamp-stands-strong-in-afghanistan-and-more
S7:E4 - Potential Effects of a Cyberwar Between Russia and Ukraine, a Coding Bootcamp Stands Strong In Afghanistan, and More - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close DevNews Follow S7:E4 - Potential Effects of a Cyberwar Between Russia and Ukraine, a Coding Bootcamp Stands Strong In Afghanistan, and More Feb 3 '22 play In this episode, we talk about The New York Time’s Wordle acquisition, and Apple App Stores new unlisted apps option. Then we speak with Hector Monsegur, director of research at Alacrinet and former black hat hacker about what a cyberwar between Russia and Ukraine would look like and what its effects could be. Finally, we speak with Jamshid Hashimi, founder of CodeWeekend, a coding bootcamp that is still providing education and hope within the chaos caused by the US pullout from Afghanistan and the new Taliban regime. Show Notes DevDiscuss (sponsor) Stack Overflow Podcast (sponsor) CodeNewbie (sponsor) Scout APM (DevNews) (sponsor) Wordle Is Joining The New York Times Games Unlisted app distribution Destructive malware targeting Ukrainian organizations Cybersecurity & Infrastructure Security Agency CodeWeekend Hector X. Monsegur Hector X. Monsegur is director of research at Alacrinet and former black hat hacker Jamshid Hashimi Jamshid Hashimi is a software engineer, teacher and founder of CodeWeekend, the first and largest developer community in Afghanistan. Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:44
https://www.algolia.com/industries/media
Build search & discovery for Media | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack MEDIA Convert readers to customers with content that keeps them engaged Show your audience what they want and keep them coming back for more Get a demo Start building for free Make them feel understood with AI search Relevant, personalized and lightning-fast results for websites and apps. Leading media brands rely on Algolia “Algolia is a breeze to work with...our editorial team has seen significant productivity improvements when building the daily online edition of The Times and weekly edition of The Sunday Times, with search being 300–500 times faster than our prior solution.” Matt Taylor Edition production manager @ The Times “Our goal at 8Tracks is to push the barrier on what’s possible in terms of music discovery. That wouldn’t be possible without Algolia’s API.” Rémi Gabillet Co-founder & CTO @ 8Tracks Build immersive and personalized content experiences AI that understands your users Deliver the most relevant results with industry-leading  AI Search  and  AI Browse Search multiple content sources with a single query with federated search Better results across the whole user journey Expand cross- and upsell through predictive  AI Recommendations Match audience interests perfectly with  Personalization Empower your business teams with the  Merchandising Studio The one-stop shop for AI search Easy to use Implement our APIs in minutes and gain easy control over ranking. Fast Search as quick as you type, with the fastest enterprise AI search we know of. Scalable Work with a partner who  handles 30 billion records and 1.7+ trillion searches a year with 99.999% availability. The retail media advantage With global retail media spend projected to total $180 billion in 2025, the opportunity is vast, but success depends on how retailers use data, design, and technology to serve both customers and brands. In our newest report, we asked executives how they plan to invest in retail media networks.  76% sponsored listings on search result pages is the top retail media strategy 30% better audience targeting is the top goal for sponsored listings on search result pages 11% of retail media buyers use multiple retail media platforms Get the report Try the AI search that understands Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/use-cases/site-search
Build site search natively in your applications | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack AI-powered site search Help customers find answers with AI-powered site search Add AI-powered search to your site, instantly, and connect your customers to the content and answers they need. Get a demo Start building for free See all customer stories Why AI site search matters Search isn't just a feature—it's the cornerstone of any digital experience. It’s a powerful way to connect users with the right answers, features, or documentation, quickly. Algolia helps you turn search into a competitive advantage. Benefits of AI-powered site search 93% of online experiences begin with a search engine. Investing in search can have an outsized influence on how customers engage with your content, and whether they want to return.  Drive user engagement and retention Roughly two-thirds of users will abandon a site if it's not streamlined and easy to use. Fast, intuitive search keeps customer connected to your site, boosting conversation and satisfaction. Understand what your customers need - no cookies necessary Monitor your analytics for insight into the types of people who become customers, and how they interact with your content. Scale confidently with proven performance Sub-20ms response times and global infrastructure mean search won’t slow your site down, even as you grow. --> Deploy powerful site search in minutes AI-powered relevance Typo-tolerant, semantic, and personalized results with NeuralSearch. Learn more Control without code Let marketers and product managers customize ranking and relevance using low/no-code tools. Learn more Built to scale High-availability, multi-region architecture ensures you can deliver results at scale. Learn more Actionable insights  Use built-in analytics to understand user intent, optimize content, and reduce friction. Learn more Flexible integrations Plug Algolia into your CMS, help desk, product docs, or custom front end. Learn more Core features powering exceptional site search NeuralSearch Algolia NeuralSearch combines traditional keyword search with modern vector-based semantic understanding—delivering relevant results for any query, instantly. Crawler Automatically index content across your site, even without structured data or a backend connection.  Search API Build fast, flexible search into any digital experience with a robust, developer-friendly API. Autocomplete Guide users to the right results instantly with predictive search suggestions and smart query completion. InstantSearch Deliver results as users type for a seamless, zero-latency experience. Filters & facets Let users refine results by category, type, or any custom attribute to improve discoverability and control. Personalization Adapt results to individual users based on behavior, preferences, and intent. Ensure that every user sees content and features tailored to their journey. AI Ranking Go beyond static rules with dynamic ranking powered by machine learning.  See site search with Ask AI Essential UI components, advanced patterns, and AI integrations. From buttons to AI chat interfaces - everything you need to build modern search experiences. See SiteSearch components Site search FAQs What makes Algolia different from other site search solutions? 0 Algolia combines blazing-fast speed with powerful AI capabilities like semantic understanding, personalization, and AI ranking. It gives both developers and business teams full control over the search experience—without sacrificing performance or scalability. Can non-developers manage the site search experience? 0 Yes. Algolia offers intuitive, low/no-code tools for marketers and product teams to adjust relevance rules, promote content, and analyze search performance—no engineering time required. How does Algolia use AI for site search? 0 Algolia’s AI powers everything from typo-tolerance and semantic relevance, to personalized results and dynamic ranking. Our AI engine adapts in real time to user behavior and intent, delivering smarter results with less manual tuning. Is Algolia suitable for larger or complex SaaS platforms? 0 Absolutely. Algolia handles millions of queries per day across some of the world’s most complex digital platforms. With robust APIs, multi-region infrastructure, and flexible integrations, it’s built to scale with your business. How quickly can we implement Algolia site search? 0 Many teams can go live in days, not weeks. Our web crawler and pre-built libraries (like InstantSearch) accelerate setup, while detailed documentation and onboarding support streamline implementation. Does Algolia intgegrate with my website stack? 0 Algolia offers out-of-the-box integrations for dozens of platforms and frameworks, as well as flexible APIs and connectors for custom CMSs, help desks, documentation tools, and more. Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/events/event-NRF2026
NRF 2026 | Schedule a demo with Algolia | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Agentic | Generative | Search See Algolia's AI retieval platform at NRF Booth #6051 | New York, NY | Jan 11-13   Companies power Agentic Generative and Search experiences with the Algolia AI Retrieval Platform Every great retail experience starts with intelligent retrieval — the ability to instantly understand what shoppers want and surface the right results. In a competitive market, meeting those expectations with speed and relevance is key to delighting customers and driving growth. That’s why more than 18,000 companies trust Algolia’s AI retrieval platform to power their agentic, generative, and search experiences. By combining advanced AI with multimodal search — across text, image, and conversation — Algolia delivers the intelligence that fuels modern shopping agents and dynamic storefronts. However customers choose to shop, retailers can ensure they always find just what they’re looking for. See Algolia in action Book a demo with the team at NRF to see how Algolia’s AI Retrieval platform  Improves every shopper KPI by applying AI in search and retrieval Increases staff productivity, applying AI to reduce merchandising and catalogue tasks Improves shopper loyalty with a responsive search and discovery experience that combines personalization, AI, and engaging shoppers’ senses   Don’t miss Algolia on stage Monday, January 12  |  1:45 PM - 2:15 PM Panel Topic: “Beyond the website: Reinventing retail for AI-native shoppers” The next era of ecommerce isn’t an evolution — it’s a reinvention. Traditional websites, as we know them, may not survive. This session will dive into what the end of the website storefront will mean. With AI in the forefront, agents become trusted shopping companions, taking actions for users through voice and text prompts. To stand out in the next age of ecommerce, you must build multi-modal, adaptive shopping experiences that align with human behavior and anticipate intent. Leave equipped with a strategic lens and roadmap for thriving in the AI- empowered future. You won’t want to miss this discussion between: Bernadette Nixon, CEO, Algolia David Clark, Chief Customer Officer of Frasers Group Jennifer Myers, Head of Strategic Partnerships, Microsoft Shopping Add to calendar - Monday, January 12 | 1:45 PM - 2:15 PM ReturnPro Stage A Roaring Retail Affair during NRF! Join us for an after hours 1920s-themed party at the historic Campbell Bar, hosted by Algolia x Shopify. Get ready for an evening of dinner, drinks, and revelry – plus some surprises along the way. When: Monday, January 12, 2026   7 -11pm  Where: The Campbell Bar  Grand Central Terminal at 15 Vanderbilt Avenue  (between 42nd & 43rd Street)   Registration Link The Campbell Bar Catch our in-booth presentations! Full list of our presentations below: Topics: 1 . Create AI Agents in Minutes: A Live Retail Demo   2.  Faster, Smarter Search at Scale: How Leroy Merlin Improved the Retail Experience with AI   3.  Scaling AI Search: Crecera Brands’ Two-Site Transformation (and Growing)   4.  Behind the Scenes of AI Shopping: How Algolia + Microsoft Copilot Are Redefining the Next Era of AI-Driven Product Discovery   5.  Adaptive AI Agents: Redefining Seasonal Shopping Experiences with Algolia x Shopify   6.  From Search Bar to Smart Assistant: Reinventing the Shopping Experience with Shoe Carnival   7.  Algolia's AI Agent in Action: Aries Solutions and Five Below Turn Search Signals into a Smart Shopping Assistant.   Meet the team! More to come! Bernadette Nixon Board Member Close Bernadette Nixon Board Member Katie Goodwin SVP, Americas Revenue Close Katie Goodwin SVP, Americas Revenue Piyush Patel Chief Ecosystem Officer Close Piyush Patel Chief Ecosystem Officer Laura Hamilton SVP, Marketing Close Laura Hamilton SVP, Marketing Get the AI search that shows users what they need Request demo Get started Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://www.algolia.com/products/ai/ask-ai
Ask AI Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Ask AI Instant AI chat assistant for search Instantly deliver precise, conversational answers—right from your search bar— for your documentation, support, and site search experiences.  Start now View documentation What is Ask AI? Ask AI turns your docs into a conversational expert. Built on your content, it delivers accurate, cited answers—no more keyword guessing, just real dialogue. --> How it works Ask AI turns questions into answers fast. It understands natural language queries and uses your technical documentation, help content, or  knowledge base to deliver meaningful, context-rich responses for developers, customers, or teams. Built for technical content Ask AI is built to work alongside the search in your documentation, your website, or your support knowledge base to surface high-quality answers through an intuitive conversational interface. Powered by your LLM Bring your own LLM provider and control behavior, cost, and usage with your own API key. Learn more Fast set up Integrate directly with DocSearch or your custom UI, and test instantly in the Ask AI Playground. Learn more Semantic understanding A proprietary AI layer enhances traditional keyword search for deeper query comprehension. Ask AI key features Conversational interface 0 Users ask questions in plain language and receive generative answers with citations. Learn more Follow-up ready 0 Multi-turn interactions allow users to refine questions and dig deeper into topics. Learn about prompting Playground for testing 0 Quickly validate implementation in a visual sandbox. See the playground Markdown indexing 0 Improved chunking and context for more accurate responses. Read more See Ask AI running on Algolia DocSearch DocSearch makes your technical documentation instantly searchable—and it’s free. Ask AI runs on DocSearch today. Just press ctrl-k on PCs or ⌘-k on Macs to see it in action. See it on DocSearch Ask AI FAQs What is Ask AI? 0 Ask AI is a generative AI layer that enhances your documentation or Help site by providing natural-language answers pulled from your existing content. Do I need to be using DocSearch to enable Ask AI? 0 No. While Ask AI integrates seamlessly with DocSearch , it can also be used with custom UIs. And, it can be used for non-documentation use case with any record shape, not just docs pages structure. Can I use my own LLM provider? 0 Yes. Ask AI is LLM-agnostic, allowing you to connect the LLM provider of your choice using your API key. Which LLMs are supported? 0 Algoia supports Anthropic, Grok, Mistral, OpenAI and more. See the complete list of supported models in our docs . How long does it take to set up? 0 DocSearch customers can have Ask AI up and running in minutes. Other use cases require additional customizations. Contact us to learn more. Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://www.algolia.com/use-cases/enterprise
Build search & discovery for Enterprises | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Enterprise search Get the most from our enterprise search solution Algolia’s enterprise search connects your customers to the right content, and your employees to the right information. Get a demo Start building for free *]:border-l md:[&>*:nth-child(1)]:border-none md:[&>*:nth-child(4n+1)]:border-none"> 1.7+ Trillion searches every year 99.999% uptime SLA available 382% ROI according to Forrester Research 18,000+ customers across 150+ countries A powerful hosted enterprise search engine Build a leading digital Search and Discovery experience quickly, with fewer IT resources, and a lower total cost of ownership (TCO). Personalize customer experiences, while optimizing to meet your business goals. APIs, front-end libraries, integrations, dashboard Empower your teams to build, configure, and customize search and discovery applications for any use case or industry, with advanced digital experience features. Go live fast No need to build an internal search team and expertise. Leverage our algorithms, integrations, UI libraries and scalability. Discover Algolia's AI Search API Enterprise pricing Enterprise search software doesn't mean high costs. Pay as you scale. Volume & committed-use discounts available. Learn more about pricing Company intranet search & knowledge management re-imagined Increase workplace efficiency and employee productivity by managing your internal corporate content with modern, flexible site search experiences. Guide your workforce to the right organizational knowledge across systems. Indexing without limits Aggregate and intelligently display organized information, agnostic of your back-end systems. Customization and flexible integrations Integrate custom-made search-as-service functionalities across third-party applications. Connect back office systems Add corporate search (and recommendations!) to your content management systems (CMS), ERP, CRM, and other business platforms and processes. Maximize employee productivity with leading workplace search and discovery Business users 0 Our intuitive dashboard allows you to make impactful changes easily, without developers or IT. Merchandisers or PMs 0 Our Merchandising Studio allow you to easily merchandize and manage content in real time. Executives or Analysts 0 Our data sources enable robust analytics, easy monitoring, testing, and optimization. Engineers 0 We have APIs in eleven programming languages for any tech stack, pre-built UI libraries, and platform integrations. Track and optimize search performance, user experience, and key business metrics Leverage the power of analytics, business insights, and machine learning without hiring ML or artificial intelligence engineers. Data collection connectors Easily collect data via API and Google Tag Manager or Segment integrations. Natural language understanding AI-powered enterprise search relevance, personalization, recommendations, synonyms and more. Actionable user interface User-friendly dashboard and API control for reporting, workplace search, UX management, configuration and A/B testing. Artificial intelligence at your fingertips No need for internal AI and machine learning search teams. Get leading expertise without costly investment. Discover AI Search Flexible 10,000+ servers globally Reliable SLA over 99.999% for enterprise customers Scalable Globally fast, with 100+ data centers on 6 continents Global infrastructure Secure SSO, SAML, SOC2, SOC3 & ISO27001 compliant Security & compliance “Algolia is a breeze to work with. Tearing out the old back-end system and replacing it with a prototype took just a few days. We played around with ranking and faceting to get what we needed. Journalists were able to surface their writing 300 - 500 times faster than our prior solution.” Matt Taylor Editorial Product Manager @ The Times Read their story “Algolia is the heart of WeWork’s inventory search navigation system... Rather than us trying to maintain our own back-end API, it does exactly what we want to do and it’s doing a great job. It’s an index in the cloud that’s distributed efficiently… It’s just a cool feature, there’s no way around it.” Fernando Padilla Software Engineer @ WeWork The most advanced companies use Algolia Recommended content Understanding AI transparency This white paper for business and technology leaders explores real world examples of how to incorporate transparent AI into their business. Read more Want to sound really smart about AI personalization? To assist you in understanding the latest search personalization technologies, here are 16 terms you need to know to master the language Read more B2B Search Audit Grab your pencils: we’re auditing B2B ecommerce search experiences together! This virtual search audit workshop is based on Baymard’s CX best practices & learnings from Algolia’s 1,700+ B2B customers. Read more See more Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://x.com/tos#twtr-main
X Terms of Service Skip to main content Terms of Service <path opacity="0" d="M0 0h24v24H0z" /> <path d="M17.207 11.293l-7.5-7.5c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414L15.086 12l-6.793 6.793c-.39.39-.39 1.023 0 1.414.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-arrow-left="<svg width="28px" height="28px" viewbox="0 0 28 28" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="none" class="twtr-icon u01b__icon-arrow-left"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd" stroke-linecap="round"> <g transform="translate(-1216.000000, -298.000000)" stroke-width="2.25"> <g transform="translate(1200.000000, 282.000000)"> <g transform="translate(17.000000, 17.000000)"> <path d="M0.756410256,12.8589744 L25.7179487,12.8589744"></path> <path d="M13.2371795,25.3397436 L25.7179487,12.8589744"></path> <path d="M13.2371795,12.4807692 L25.3397436,0.378205128" transform="translate(19.288462, 6.429487) rotate(-90.000000) translate(-19.288462, -6.429487) "></path> </g> </g> </g> </g> </svg>" data-icon-chevron-down="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M20.207 7.043c-.39-.39-1.023-.39-1.414 0L12 13.836 5.207 7.043c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414l7.5 7.5c.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-close="<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewbox="0 0 24 24" style="enable-background:new 0 0 24 24;" xml:space="preserve" aria-hidden="true" focusable="false" role="none" class="twtr-icon--md"> <g> <g> <defs> <rect id="SVGID_1_" x="-468" y="-1360" width="1440" height="3027" /> </defs> <clippath id="SVGID_2_"> <use xlink:href="#SVGID_1_" style="overflow:visible;" /> </clippath> </g> </g> <rect x="-468" y="-1360" class="st0" width="1440" height="3027" style="fill:rgb(0,0,0,0);stroke-width:3;stroke:rgb(0,0,0)" /> <path d="M13.4,12l5.8-5.8c0.4-0.4,0.4-1,0-1.4c-0.4-0.4-1-0.4-1.4,0L12,10.6L6.2,4.8c-0.4-0.4-1-0.4-1.4,0c-0.4,0.4-0.4,1,0,1.4 l5.8,5.8l-5.8,5.8c-0.4,0.4-0.4,1,0,1.4c0.2,0.2,0.4,0.3,0.7,0.3s0.5-0.1,0.7-0.3l5.8-5.8l5.8,5.8c0.2,0.2,0.5,0.3,0.7,0.3 s0.5-0.1,0.7-0.3c0.4-0.4,0.4-1,0-1.4L13.4,12z" /> </svg>" data-icon-search="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M22.06 19.94l-3.73-3.73C19.38 14.737 20 12.942 20 11c0-4.97-4.03-9-9-9s-9 4.03-9 9 4.03 9 9 9c1.943 0 3.738-.622 5.21-1.67l3.73 3.73c.292.294.676.44 1.06.44s.768-.146 1.06-.44c.586-.585.586-1.535 0-2.12zM11 17c-3.308 0-6-2.692-6-6s2.692-6 6-6 6 2.692 6 6-2.692 6-6 6z" /> </svg>" data-icon-search-submit="<svg width="21" height="21" viewbox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="none" class="twtr-icon"> <path fill-rule="evenodd" clip-rule="evenodd" d="M16.33 14.21L20.06 17.94C20.646 18.525 20.646 19.475 20.06 20.06C19.768 20.354 19.384 20.5 19 20.5C18.616 20.5 18.232 20.354 17.94 20.06L14.21 16.33C12.738 17.378 10.943 18 9 18C4.03 18 0 13.97 0 9C0 4.03 4.03 0 9 0C13.97 0 18 4.03 18 9C18 10.942 17.38 12.737 16.33 14.21ZM3 9C3 12.308 5.692 15 9 15C12.308 15 15 12.308 15 9C15 5.692 12.308 3 9 3C5.692 3 3 5.692 3 9Z" fill="white" /> </svg>" data-bg-color="white-neutral" data-root-page-title="Terms of Service" data-search-placeholder="Search" data-search-query-key="q" data-search-query-type="?" data-scribe-element="RJPO" data-scribe-section="u01b-navigation" data-cta-enabled="true" data-cta-text="Download PDF" data-cta-link="https://cdn.cms-twdigitalassets.com/content/dam/legal-twitter/site-assets/terms-of-service-2025-05-08/en/x-terms-of-service-2025-05-08.pdf" data-cta-link-new-tab="true"> Terms of Service We have made some updates to our Terms of Service. This version of the Terms of Service will go into effect on January 15, 2026. Until then, the current Terms of Service continue to apply.   Summary of our Terms These Terms of Service (“Terms”) are part of the User Agreement – a legally binding contract governing your relationship with X. You should read these Terms in full, but here are a few key things you should take away: You will see advertising on the platform: In exchange for accessing the Services, X and our third-party providers and partners may display advertising to you. When posting Content and otherwise using the Services, you must comply with this User Agreement and Applicable Law: You are responsible for your use of the Services and your Content. You must comply with the User Agreement, including all applicable policies and rules, and all applicable laws. You must abide by the Services’ acceptable use terms: You may not access the Services in any way other than through the currently available, published interfaces that we provide. For example, this means that you cannot scrape the Services without X’s express written permission, try to work around any technical limitations we impose, or otherwise attempt to disrupt the operation of the Services. We have broad enforcement rights: X reserves the right to take enforcement actions against you if you do violate these terms, such as, for example, removing your Content, limiting visibility, discontinuing your access to X, or taking legal action. Certain jurisdictions, including the European Union and the United Kingdom, also impose obligations on X to enforce against not only illegal content but also categories of content deemed by law to be “harmful” or “unsafe.” As a result, your Content or account may be subject to restrictions in those jurisdictions. We may also suspend or terminate your account for other reasons, such as prolonged inactivity, risk of legal exposure, or commercial inviability.  There are intellectual property licenses in these Terms: You retain ownership and rights to any of your Content you post or share, and you provide us with a broad, royalty-free license to make your Content available to the rest of the world and to let others do the same. Conversely, we provide you a license to use the software we provide as part of the Services, such as the X mobile application, solely for the purpose of enabling you to use and enjoy the benefit of the Services.  Your use of the Services is at your own risk: We provide the Services on an “AS IS” and “AS AVAILABLE” basis, and we disclaim all warranties, responsibility, and liability to you or others to the extent permitted by law. You may be exposed to offensive or harmful Content posted by other users. The Services may change from time to time, and we may limit or terminate availability of the Services or particular features to you or other users at any time.  You have remedies and redress mechanisms, but our liability is limited: You have a right to terminate this agreement at any time by deactivating your account and discontinuing use of the Services. Depending on your country of residence, we may not be liable for certain types of damages as described in the agreement, and in any event, our aggregate liability shall not exceed the greater of $100 USD or the amount you paid us, if any, in the past six months for the Services giving rise to the claim. Further, if you believe that your Content has been displayed on the Services in an unauthorized manner that constitutes copyright infringement, the reporting process is detailed in these Terms. If you are a recipient of the X Service in the United Kingdom, you may challenge enforcement actions (such as Content removal or account suspension) that breach these Terms by filing a complaint through our internal complaints process or by bringing a claim in a competent court, as provided under the Online Safety Act 2023. You can find details on how to file a complaint here . If you are a recipient of the X Service in the European Union, you may challenge certain decisions we make under the Digital Services Act (Regulation (EU) 2022/2065) via our internal process or via out-of-court dispute settlement as described here . Please also note that these Terms incorporate our Privacy Policy ( https://x.com/privacy ) as well as other terms applicable to your use of the Services and your Content. Finally, these Terms may vary depending on where you live, but in any case, you must be at least 13 years old to use X. If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies. If you live in the European Union, EFTA States, or the United Kingdom, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies.   X Terms of Service If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affilitates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Corp., which provides X and the Services, with its registered office at 865 FM 1209, Building 2, Bastrop, TX 78602 U.S.A. The words “we,” “us,” and “our” mean X Corp. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or our affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. All Content, including anything referenced therein, is the sole responsibility of the person who posted, generated, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies , https://help.x.com/rules-and-policies/x-report-violation#specific-violations , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. You agree that this license includes the right for us to (i) analyze text and other information you provide and to otherwise provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames without liability to you. In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do not disclose personally-identifying information to third parties except in accordance with our Privacy Policy . Certain services or features may be offered on X for which additional terms and conditions may apply in connection with your use of those services. By using or paying for any of these additional services, you agree to any additional terms applicable to those services, and those additional terms become part of our agreement with you. If any of the applicable additional terms conflict with these Terms, the additional terms will prevail while you are using those services to which they apply. If you use paid features, products, or services of the Services, you agree to the applicable Terms for Paid Services ( https://legal.x.com/purchaser-terms ). If you use developer features, products, or services of the Services, including but not limited to X for Websites ( https://developer.x.com/docs/x-for-websites ), X Cards ( https://developer.x.com/docs/x-for-websites/cards/overview/abouts-cards ), Public API ( https://developer.x.com/docs ), or Sign in with X ( https://docs.x.com/resources/fundamentals/authentication/guides/log-in-with-x ), you agree to our Developer Agreement ( https://developer.x.com/developer-terms/agreement ) and Developer Policy ( https://developer.x.com/developer-terms/policy ). If you want to reproduce, modify, create derivative works, distribute, sell, transfer, publicly display, publicly perform, transmit, or otherwise use the Services or Content on the Services, you must use the interfaces and instructions we provide, except as permitted through the Services, these Terms, or the terms provided on https://developer.x.com/developer-terms . Otherwise, all such actions are strictly prohibited. If you are a security researcher, you are required to comply with the rules of our  Vulnerability Reporting Program ( https://hackerone.com/x ). The requirements set out in the preceding paragraph may not apply to those participating in our Vulnerability Reporting Program. If you use advertising features, products, or services of the Services in any way, including but not limited to self-service and managed service offerings, you agree that your use of the advertising features, products, and services as well as your advertisements are subject to the terms of our  Master Services Agreement ( https://ads.x.com/terms ). Your Account You may need to create an account to use the Services. You are responsible for safeguarding your account, so use a strong password and limit its use to this account, and use two-factor authentication via an authenticator app or security key. We cannot and will not be liable for any loss or damage arising from your failure to comply with the above. You can control most communications from the Services. We may need to provide you with certain communications, such as service announcements and administrative messages. These communications are considered part of the Services and your account, and you may not be able to opt-out from receiving them. If you added your phone number to your account and you later change or deactivate that phone number, you must update your account information to help prevent us from communicating with anyone who acquires your old number. Your License to Use the Services We give you a personal, worldwide, royalty-free, non-assignable and non-exclusive license to use the software provided to you as part of the Services. This license cannot be assigned, gifted, sold, shared or transferred in any other manner to any other individual or entity without X’s express written consent. This license has the sole purpose of enabling you to use and enjoy the benefit of the Services as provided on X, in the manner permitted by these Terms. The Services are protected by copyright, trademark, and other laws of both the United States and other countries. Nothing in the Terms gives you a right to use the X name or Twitter name or any of the X or Twitter trademarks, logos, domain names, other distinctive brand features, and other proprietary rights, and you may not do so without our express written consent. All right, title, and interest in and to the Services (excluding Content provided by users) are and will remain our and our licensors' exclusive property. Any feedback, comments, or suggestions you may provide regarding X, or the Services is entirely voluntary and we will be free to use such feedback, comments or suggestions as we see fit and without any obligation to you. Misuse of the Services You also agree not to misuse the Services, for example, by interfering with them or accessing them using a method other than the interface and the instructions that we provide. You agree that you will not work around any technical limitations in the software provided to you as part of the Services, or reverse engineer, decompile or disassemble the software, except and only to the extent that applicable law expressly permits. You may not do any of the following while accessing or using the Services: (i) access, tamper with, or use non-public areas of the Services, our computer systems, or the technical delivery systems of our providers; (ii) probe, scan, or test the vulnerability of any system or network or breach or circumvent any security or authentication measures; (iii) access or search or attempt to access or search the Services by any means (automated or otherwise) other than through our currently available, published interfaces that are provided by us (and only pursuant to the applicable terms and conditions), unless you have been specifically allowed to do so in a separate agreement with us (NOTE: crawling or scraping the Services in any form, for any purpose without our prior written consent is expressly prohibited); (iv) attempt to circumvent, manipulate, or disable systems and Services, including through "jailbreaking", “prompt engineering or injection", or other methods intended to override or manipulate safety, security or other platform controls; (v) forge any TCP/IP packet header or any part of the header information in any email or posting; (vi) in any way use the Services to send altered, deceptive or false source-identifying information; (vii) engage in any conduct that violates our Platform Manipulation and Spam Policy or any other Rules and Policies , including our Misuse of Reporting Features Policy ; or (viii) interfere with, or disrupt, (or attempt to do so), the access of any user, host or network, including, without limitation, sending a virus, overloading, flooding, spamming, mail-bombing the Services, or by scripting the creation of Content in such a manner as to interfere with or create an undue burden on the Services. It is also a violation of these Terms to facilitate or assist others in violating these Terms, including by distributing products or services that enable or encourage violation of these Terms. Ending These Terms You may end your legal agreement with us at any time by deactivating your accounts and discontinuing your use of the Services. See https://help.x.com/managing-your-account/how-to-deactivate-x-account  for instructions on how to deactivate your account and the Privacy Policy for more information on what happens to your information. We may suspend or terminate your account or cease providing you with all or part of the Services at any time if we reasonably believe: (i) you have violated these Terms or our Rules and Policies , (ii) you create risk or possible legal exposure for us; (iii) your account should be removed due to unlawful conduct; (iv) your account should be removed due to prolonged inactivity; or (v) our provision of the Services to you is no longer commercially viable. We will make reasonable efforts to notify you by the email address associated with your account or the next time you attempt to access your account, depending on the circumstances. To the extent permitted by law, we may also terminate your account or cease providing you with all or part of the Services for any other reason or no reason at our convenience. In all such cases, the Terms shall terminate, including, without limitation, your license to use the Services, except that the following sections shall continue to apply: 2, 3, 5, 6, and the misuse provisions of Section 4 (“Misuse of the Services”). If you believe your account was terminated in error you can file an appeal following the steps found in our Help Center ( https://help.x.com/forms/account-access/appeals ). For the avoidance of doubt, these Terms survive the deactivation or termination of your account.   5. Disclaimers and Limitations of Liability The Services are Available "AS-IS" Your access to and use of the Services or any Content are at your own risk. You understand and agree that the Services are provided to you on an “AS IS” and “AS AVAILABLE” basis. The “X Entities” refers to X Corp., its parents, affiliates, related companies, officers, directors, employees, agents, representatives, partners, and licensors. Without limiting the foregoing, to the maximum extent permitted under applicable law, THE X ENTITIES DISCLAIM ALL WARRANTIES AND CONDITIONS, WHETHER EXPRESS OR IMPLIED, OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. The X Entities make no warranty or representation and disclaim all responsibility and liability for: (i) the completeness, accuracy, availability, timeliness, security or reliability of the Services or any Content; (ii) any harm to your computer system, loss of data, or other harm that results from your access to or use of the Services or any Content; (iii) the deletion of, or the failure to store or to transmit, any Content and other communications maintained by the Services; and (iv) whether the Services will meet your requirements or be available on an uninterrupted, secure, or error-free basis. No advice or information, whether oral or written, obtained from the X Entities or through the Services, will create any warranty or representation not expressly made herein. Limitation of Liability NOTWITHSTANDING ANY OTHER TERMS TO THE CONTRARY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE X ENTITIES SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, RELIANCE OR ANY LOSS OF PROFITS OR REVENUES, WHETHER INCURRED DIRECTLY OR INDIRECTLY, OR ANY LOSS OF DATA, USE, GOODWILL, OR OTHER INTANGIBLE LOSSES, RESULTING FROM (i) YOUR ACCESS TO OR USE OF OR INABILITY TO ACCESS OR USE THE SERVICES; (ii) ANY CONDUCT OR CONTENT OF ANY USER OR THIRD PARTY ON THE SERVICES, INCLUDING WITHOUT LIMITATION, ANY DEFAMATORY, OFFENSIVE OR ILLEGAL CONDUCT OF OTHER USERS OR THIRD PARTIES; (iii) ANY CONTENT OBTAINED FROM THE SERVICES; OR (iv) UNAUTHORIZED ACCESS, USE OR ALTERATION OF YOUR TRANSMISSIONS OR CONTENT. IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE X ENTITIES EXCEED THE GREATER OF ONE HUNDRED U.S. DOLLARS (U.S. $100.00) OR THE AMOUNT YOU PAID US, IF ANY, IN THE PAST SIX MONTHS FOR THE SERVICES GIVING RISE TO THE CLAIM. THE LIMITATIONS OF THIS SUBSECTION SHALL APPLY TO ANY THEORY OF LIABILITY, WHETHER BASED ON WARRANTY, CONTRACT, STATUTE, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, AND WHETHER OR NOT THE X ENTITIES HAVE BEEN INFORMED OF THE POSSIBILITY OF ANY SUCH DAMAGE, AND EVEN IF A REMEDY SET FORTH HEREIN IS FOUND TO HAVE FAILED OF ITS ESSENTIAL PURPOSE. IN THE EVENT ANY PORTION OF THESE LIMITATION OF LIABILITY PROVISIONS IS DEEMED UNENFORCEABLE AS A MATTER OF LAW, THAT LIMITATION SHALL INSTEAD BE THE GREATEST LIMITATION PERMITTED BY LAW. BY AGREEING TO THESE TERMS OR USING THE SERVICES, YOU AGREE, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THAT THE X ENTITIES ARE NOT RESPONSIBLE OR LIABLE TO YOU OR OTHERS FOR THE ACTIONS OR CONDUCT OF USERS AND THIRD PARTIES ON THE SERVICES, OR FOR ANY CONTENT USERS AND THIRD PARTIES SHARE ON THE SERVICES, INCLUDING OFFENSIVE, DEFAMATORY, ILLEGAL OR OTHER OBJECTIONABLE CONTENT. Liquidated Damages Protecting our users’ data and our system resources is important to us. You further agree that, to the extent permitted by applicable law, if you violate the Terms, or you induce or knowingly facilitate others to do so, in addition to all other legal remedies available to us, you will be jointly and severally liable to us for liquidated damages as follows for requesting, viewing, or accessing more than 1,000,000 posts (including reply posts, video posts, image posts, and any other posts) in any 24-hour period - $15,000 USD per 1,000,000 posts. You agree that these amounts are (i) a reasonable estimate of our damages; (ii) not a penalty; and (iii) not otherwise limiting of our ability to recover from you or others under any legal or equitable theory or claim, including but not limited to statutory damages and/or equitable relief. You further agree that repeated violations of these Terms will irreparably harm and entitle us to injunctive and/or other equitable relief, in addition to monetary damages.   6. General We may revise these Terms from time to time. The changes will not be retroactive, and the most current version of the Terms, which will always be at https://x.com/tos , will govern our relationship with you. We will try to notify you of material revisions, for example via a service notification or an email to the email associated with your account. By continuing to access or use the Services after those revisions become effective, you agree to be bound by the revised Terms.  The laws of the State of Texas, excluding its choice of law provisions, will govern these Terms and any dispute that arises between you and us, notwithstanding any other agreement between you and us to the contrary. Notwithstanding any other agreement to the contrary, all disputes related to these Terms, the Services, or any patents — including without limitation disputes related to or arising from any Content (whether your or others’ Content), or your or others’ use of the Services or the complete or partial termination thereof — shall be brought and must proceed exclusively in the federal or state courts located in Tarrant County, Texas, United States, and you consent to personal jurisdiction in those forums and waive any objection as to inconvenient forum. For the avoidance of doubt, the choice of law and forum selection provisions of this paragraph shall apply regardless of whether a dispute or any claims contained therein are based in contract, tort, statute, common law, or otherwise, and the choice of law and forum selection provisions of this paragraph shall apply to pending and future disputes and shall apply to your dispute regardless of when the conduct relating to the dispute arose or occurred. The choice of law and forum selection provisions of this paragraph shall also extend to disputes involving our U.S. corporate affiliates, who are intended third-party beneficiaries of this paragraph. Without prejudice to the foregoing, you agree that, in its sole discretion, X may bring any claim, cause of action, or dispute we have against you in any competent court in the country in which you reside that has jurisdiction and venue over the claim. To the extent permitted by law, you also waive the right to participate as a plaintiff or class member in any purported class action, collective action or representative action proceeding against us or our corporate affiliates. If you are a federal, state, or local government entity in the United States using the Services in your official capacity and legally unable to accept the controlling law, jurisdiction or venue clauses above, then those clauses do not apply to you. For such U.S. federal government entities, these Terms and any action related thereto will be governed by the laws of the United States of America (without reference to conflict of laws) and, in the absence of federal law and to the extent permitted under federal law, the laws of the State of Texas (excluding choice of law). You and X agree that you must initiate any proceeding or action asserting a federal claim within one (1) year of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. You and X agree that you must initiate any proceeding or action asserting a state law claim within two (2) years of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. Otherwise, to the extent permitted by applicable law, you forever waive the right to pursue any claim or cause of action, of any kind or character, based on such events or facts, and such claims or causes of action are permanently barred.  In the event that any provision of these Terms is held to be invalid or unenforceable, then that provision will be limited or eliminated to the minimum extent necessary, and the remaining provisions of these Terms will remain in full force and effect. Our failure to enforce any right or provision of these Terms will not be deemed a waiver of such right or provision. The X User Agreement is written in English but is made available in multiple languages through translations. X strives to make the translations as accurate as possible to the original English version. However, in case of any discrepancies or inconsistencies, the English language version of the X User Agreement shall take precedence. You acknowledge that English shall be the language of reference for interpreting and constructing the terms of the X User Agreement. If you have any questions about these Terms, please contact us . Effective:  January 15, 2026 Archive of Previous Terms   X Terms of Service If you live in the European Union, EFTA States, or the United Kingdom These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affiliates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Internet Unlimited Company (Co. number 503351, VAT number IE9803175Q), an Irish company, which provides X and the Services, with its registered office at One Cumberland Place, Fenian Street Dublin 2, D02 AX07 Ireland. The words “we,” “us,” and “our,” mean X Internet Unlimited Company. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. Content recommendations are made based on a combination of factors: how you engage with the Services, the topics you have indicated that you are interested in, and likes of other users with your similar interests. Adjustments can be made in your settings, and additional information can be found in our Help Center ( https://help.x.com/resources/recommender-systems ). All Content, including anything referenced therein, is the sole responsibility of the person who posted, generate, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. 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2026-01-13T08:47:44
https://www.algolia.com/products
Products Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack AI Product Overview AI search and retrieval that shows users what they need Enhance your users’ journey with solutions powered by retrieval for searching, browsing, personalization, and recommendations. Get a demo Start building for free Make every interaction smarter with AI retrieval Every modern AI experience depends on one core capability: finding the right information at the right moment. That process is retrieval. Retrieval is how search engines, LLMs, and AI agents locate the data they need to answer questions, generate content, or take action. When retrieval is strong, these experiences behave intelligently; when it isn’t, they guess.  Algolia's three unique capabilities Ease of use Implement a test case in minutes with our APIs. Give your business teams the visibility and control to optimise ranking - and automations to save them time.   Speed Search as quick as you type, with the fastest enterprise AI search we know of. Faster results mean higher revenues.   Scale Rely on the largest hosted search engine in the world, with 1.7 trillion searches a year. Algolia is also highly compliant and stable (with up to 99.999% availability).   Build retrieval-powered solutions today AI retrieval powers the next generation of agentic, generative, and search experiences that adapt to intent, not syntax.    Search experiences Build powerful search experiences for your app or site with AI that understands, ranks, and adapts in real time. Retrieval ensures results remain contextual and aligned with your business, whether the query is simple, ambiguous, or conversational.  Hybrid Search : Semantic vector search meets keyword precision for fast, intuitive results that match user intent. Learn more . AI Ranking : Machine learning that optimizes relevance while preserving human control. Learn more . Query Categorization : Turn unstructured queries into structured data for smarter merchandising and analytics. Learn more . Advanced Personalization : Reflect each user’s behavior, preferences, and context, out of the box.  Learn more . Learn more about AI Search Agentic experiences AI agents don’t just answer; they decide. They evaluate options, retrieve the data they need, and act on a user’s behalf. Retrieval gives these agents the context and structure required to make informed, trustworthy decisions.  Branded agents :   Create agents tailored to your customers or teams, designed to engage and recommend with your unique expertise. Agentic operations : Complete workflows with your business data and improve search results by configuring operations that optimize critical KPIs. Agentic search commerce : Sell your products through third-party agent ecosystems (like ChatGPT, Claude, Perplexity, etc.), ensuring they surface your brand with accuracy and context. Learn more about Agent Studio Generative experiences Generative AI has turned discovery into conversation. People now ask for ideas, explanations, and guidance in natural language and expect coherent responses. Retrieval provides the context that makes those conversations meaningful.  Conversational assistants : Create assistants that guide users through questions, comparisons, and next steps. Guides : Automatically generate helpful buyer guides from your catalog to simplify complex decisions.  Learn more . Ask AI : Bring conversational answers to your site or support channels so users get immediate clarity, right from the search bar. Learn more . Learn more about Generative Experiences Connect AI Agents using Algolia MCP Algolia’s Model Context Protocol (MCP) Server provides the foundation to control and steer Agentic Commerce. It is crucial to orchestrate the several systems needed to deliver an agentic transaction. Whether you're building product recommendations, search assistants, or analytics dashboards, MCP helps do more, faster, and at scale. Learn more about MCP Tools for business users Merchandising Studio Build better customer experiences based on data - without code. Business teams use Algolia’s Merchandising Studio to control and run campaigns across AI Search, AI Browse and AI Recommendations. Learn more Analytics Gain insight into clickthroughs, performance by position and seasonality. Track the search terms driving your revenue, fix null-results and improve category performance. All on one intuitive dashboard. Learn more A helping hand for developers UI Components Launch quickly with our UI Components libraries for interfaces at any resolution and JS framework. We have you covered for instant search, autocomplete, sorting and pagination, and many more features. Discover our UI components Integrations Plug straight into your tech stack or framework. Get started quickly through integrations with all major ecommerce platforms and accelerate sales by helping shoppers find items in your store within seconds. See our integrations Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/use-cases/voice-search
Build voice search natively in your applications | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Voice search Give users relevant voice search results With contextual understanding capabilities, NLP, natural-language understanding, and AI tools. For apps, mobile sites, and voice assistants. Get a demo Start building for free *]:border-l md:[&>*:nth-child(1)]:border-none md:[&>*:nth-child(4n+1)]:border-none"> 1.7+ Trillion searches every year 99.999% uptime SLA available 382% ROI according to Forrester Research 18,000+ customers across 150+ countries Voice search for multiple platforms Smart voice assistants If your company has an Amazon Alexa skill or Google Assistant action, our voice search capabilities can improve them. Let your users search by voice and get immediate, accurate results from our advanced voice search functionality. Mobile devices More than half of voice searchers are speaking voice commands on their mobile devices every day, looking for information about events on social media, or doing local searches. Twenty percent of all searches being done on mobile devices are by voice, so it pays to optimize for this type of search. We provide voice search for both mobile apps and mobile websites. Voice search technologies Use voice functionality to give employees the information they’re requesting, or to help your customers find details they need.  Super speech-to-text libraries We provide free open-source libraries that you can take advantage of when adding voice search technology to your mobile apps and mobile websites. We supply libraries for iOS voice search and Android voice search, and for use in mobile browsers. Excellent textual relevance Our search engine optimization technology combines textual relevance and your business metrics with our natural-language processing and natural-language understanding to supply unparalleled voice search experiences. Support for many languages Our natural-language processing functionality works across dozens of languages internationally, and our infrastructure is distributed, so we can support your voice searchers regardless of where they’re located. First-rate personalization When people speak voice commands, they expect to be understood as if they're talking to a human. That’s why we offer personalized AI-powered functionality. We learn your users’ preferences and tailor the results to their interests. Getting Started with Algolia voice search Load your data to our server We'll have our search engine index it, host it, and make it available anywhere at unparalleled speeds. Tell us what's important to you Which textual content do you most value for voice search? Which metrics determine your popular content? With our voice search platform, you control your ranking formula. Add input to your apps and websites Use our client libraries to take advantage of our native-speech-to-text capabilities, or integrate your own through a third party. Optimize your results over time Use personalization, dynamic reranking, and natural-language learning to apply AI learning to your users' voice searches and continually improve voice search results. Recommended content How to use Algolia Voice Search Read more How to harness voice search in the retail sector Learn about the state of voice search today and how Harry Rosen brought in this technology to improve conversions and overall order sizes. Read more Search: the secret weapon to great omnichannel experiences Search and discovery can increase your conversion rate up to 50%. Learn how you can also build relevant omnichannel experiences with Algolia. Read more See more Voice search FAQs Do people often search by voice? 0 People are searching by voice more and more. While voice search was not something many people did five years ago, with the improvement of speech recognition on iOS, Android, and the web, voice search has taken off on all of these platforms. The trends all point to the same thing: if businesses provide a voice input option on the search bar in their apps and on websites, people will take advantage of it. Do users need to download anything to use Algolia’s voice search? 0 No download is needed to use voice search from Algolia. As the creator of an app or website, you can choose how to integrate the speech-to-text libraries. Algolia offers voice libraries for  iOS  and  Android , as well as a widget for  voice search in the browser  via JavaScript. How do I optimize my site content for voice search? 0 There is very little you need to do to get your content voice-search ready. If you follow Algolia’s  search optimization guide , you’ll be good to go. You may also consider adding  synonyms  and  rules  to address all of the ways people can search by voice.  Dynamic synonym suggestions  are another way to optimize your content to match user intent. Is voice search the same as natural language search? 0 Not necessarily. While people may often use more natural language when they search by voice, they will just as often use keyword searches. So while you should follow Algolia’s best practices for  natural language search , don’t worry about natural language search being “too advanced.” Algolia makes voice and natural language search easy. What is voice search? 0 Voice search is when people use their voice to search, regardless of the platform or what keywords they use. While many people think of smart speakers such as Alexa and Google Assistant when they hear the phrase “voice search,” people search by voice more often on their smartphones or on websites. Users look to Android and iOS apps, and websites, to see if they have implemented voice search. What can voice search do? 0 The best voice search technology gives users and customers the ability to search by voice with natural language or keyword queries. This opens up more interactive opportunities when people are on the go, taking public transportation, or simply have their hands full. To best serve these types of voice searches, it is important to have technology that can understand what people are saying and personalize the results for them. Who uses voice search? 0 Voice search cuts across all types of people. Young people use it while out with their smartphones, and older people appreciate its accessibility benefits. Virtually anyone can use voice search to find items or products faster or when typing isn’t convenient. Why is voice search so important? 0 Not only does voice search facilitate accessibility, it can be more convenient than typing, especially on platforms such as mobile or smart television, where typing can be error prone or a hassle. Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/de/developers/?utm_source=devto&utm_medium=referral
Developers Niket --> Deutsch English français News DevCon2025 | October 1-2 Learn more Unternehmen Partners Einloggen Login Logout Algolia mark white Algolia logo white Lösungen Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Branchen Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Preise Entwickler GET STARTED Developer Hub Developer Hub Dokumentation Dokumentation Integrationen Integrationen UI-Komponenten UI-Komponenten Autocomplete Autocomplete RESOURCES Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events QUICK LINKS Schnellstartanleitung Schnellstartanleitung Für Open Source Für Open Source API Status API Status Support Support Resources INSPIRATION Algolia Blog Algolia Blog Resource Center Resource Center Kundengeschichten Kundengeschichten Webinars & Events Webinars & Events Newsroom Newsroom LEARN Customer Hub Customer Hub What's New What's New AI Search Grader AI Search Grader Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Unternehmen Partners Einloggen Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Algolia Developer Hub Everything you need to build search that understands. Back-end Front-end Analytics Dropdown Ruby Rails Python Django Php Symfony Laravel JavaScript Java Scala Go C# Kotlin Swift JavaScript React Android Vue Angular IOS Php Ruby JavaScript Python Swift Android C# Java Go Scala my_index = client.init_index('contacts') my_index.save_object({   firstname: "Jimmie",   lastname: "Barninger",   company: "California Paint" }) Build with Ruby class Contact < ActiveRecord::Base   include AlgoliaSearch   algoliasearch do     attribute :firstname, :lastname, :company   end end Build with Rails myIndex = apiClient.init_index("contacts") myIndex.save_object({   "firstname": "Jimmie",   "lastname": "Barninger",   "company": "California Paint" }) Build with Python from algoliasearch_django import AlgoliaIndex from algoliasearch_django.decorators import register @register(YourModel) class YourModelIndex(AlgoliaIndex):     fields = ('firstname', 'lastname', 'company') Build with Django $myIndex = $apiClient->initIndex("contacts"); $myIndex->saveObject([   "firstname" => "Jimmie",   "lastname" => "Barninger",   "company" => "California Paint", ]); Build with Php /**  * @ORM\Entity  */ class Contact {   /**    * @var string    *    * @ORM\Column(name="firstname", type="string")    * @Group({searchable})    */   protected $firstname;   /**    * @var string    *    * @ORM\Column(name="lastname", type="string")    * @Group({searchable})    */   protected $lastname;   /**    * @var string    *    * @ORM\Column(name="company", type="string")    * @Group({searchable})    */   protected $company; } Build with Symfony use Illuminate\Database\Eloquent\Model; use Laravel\Scout\Searchable; class Contact extends Model {   use Searchable; } Build with Laravel const myIndex = apiClient   .initIndex('contacts'); myIndex.saveObject({   firstname: 'Jimmie',   lastname: 'Barninger',   company: 'California Paint', }); Build with JavaScript Index<Contact> index = client     .initIndex("contacts", Contact.class);  index.saveObject(     new Contact()       .setFirstname("Jimmie")       .setLastname("Barninger")       .setCompany("California Paint")   ); Build with Java import algolia.AlgoliaDsl._ import scala.concurrent.ExecutionContext.Implicits.global case class Contact(   firstname: String,   lastname: String,   company: String ) val indexing: Future[Indexing] = client.execute {   index into "contacts" `object` Contact(     "Jimmie",     "Barninger",     "California Paint"   ) } Build with Scala object := map[string]string{     "firstname": "Jimmie",     "lastname":  "Barninger",     "company":   "California Paint"   }   res, err := index.SaveObject(object) Build with Go SearchIndex index = client.InitIndex("contacts"); var contact = new Contact {   FirstName = "Jimmie",   LastName = "Barninger",   Company = "California Paint" }; index.SaveObject(contact); Build with C# val index = client.initIndex(IndexName("contacts")) val json = json {   "firstname" to "Jimmie"   "lastname" to "Barninger"   "company" to "California Paint" } index.saveObject(json) Build with Kotlin let myIndex = apiClient.getIndex("contacts") let n = [   "firstname": "Jimmie",   "lastname": "Barninger",   "company": "California Paint" ] myIndex.saveObject(n) Build with Swift <div id="searchbox"></div> <div id="refinement"></div> <div id="hits"></div> <script> const {   searchBox,   hits } = instantsearch.widgets; search.addWidgets([   searchBox({     container: "#searchbox"   }),   hits({     container: "#hits"   }),   refinementList({     container: "#refinement",     attribute: "company"   }), ]); search.start(); </script> Build with JavaScript const App = () => ( <InstantSearch>   <SearchBox />   <Hits />   <Pagination />   <RefinementList     attribute="company"   /> </InstantSearch> ); Build with React <RelativeLayout xmlns:algolia="http://schemas.android.com/apk/res-auto" xmlns:android="http://schemas.android.com/apk/res/android" android:layout_width="match_parent" android:layout_height="match_parent"> <com.algolia.instantsearch.ui.views.SearchBox   android:id="@+id/search_box"   android:layout_width="match_parent"   android:layout_height="wrap_content"/> <com.algolia.instantsearch.ui.views.Stats   android:id="@+id/search_box"   android:layout_width="match_parent"   android:layout_height="wrap_content"/> <com.algolia.instantsearch.ui.views.Hits   android:layout_width="match_parent"   android:layout_height="wrap_content"   algolia:itemLayout="@layout/hits_item"/> </RelativeLayout> Build with Android <ais-instant-search>     <ais-search-box />     <ais-refinement-list       attribute="company"     />     <ais-hits />     <ais-pagination />     </ais-instant-search> Build with Vue <ais-instantsearch>     <ais-search-box></ais-search-box>     <ais-refinement-list       [attribute]="company"     ></ais-refinement-list>     <ais-hits></ais-hits>     </ais-instantsearch> Build with Angular import InstantSearch override func viewDidLoad() { super.viewDidLoad() let searchBar = SearchBarWidget(frame: ...) let statsWidget = StatsLabelWidget(frame: ...) self.view.addSubview(searchBar) self.view.addSubview(statsWidget) InstantSearch.shared.registerAllWidgets(in: self.view)} Build with IOS $insights = AlgoliaAlgoliaSearchInsightsClient::create(   'ALGOLIA_APP_ID',   'ALGOLIA_API_KEY' ); $insights->user("user-123456")->clickedObjectIDsAfterSearch(   'Product Clicked',   'products',   ['9780545139700'],   [7],   'cba8245617aeace44' ); Build with Php insights = Algolia::Insights::Client.create('ALGOLIA_APP_ID', 'ALGOLIA_API_KEY') insights.user('user-123456').clicked_object_ids_after_search(   'Product Clicked',   'products',   ['9780545139700'],   [7],   'cba8245617aeace44' ) Build with Ruby // This requires installing the search-insights separate library: // https://github.com/algolia/search-insights.js // https://www.npmjs.com/package/search-insights aa('clickedObjectIDsAfterSearch', {   userToken: 'user-123456',   eventName: 'Product Clicked',   index: 'products',   queryID: 'cba8245617aeace44',   objectIDs: ['9780545139700'],   positions: [7], }); Build with JavaScript insights = client.init_insights_client().user('user-123456') insights.clicked_object_ids_after_search(   'Product Clicked',   'products',   ['9780545139700'],   [7],   'cba8245617aeace44' ) Build with Python Insights.register(   appId: "ALGOLIA_APP_ID",   apiKey: "ALGOLIA_API_KEY",   userToken: "user-123456" ) Insights.shared?.clickedAfterSearch(   eventName: "Product Clicked",   indexName: "products",   objectIDs: ["9780545139700"],   positions: [7],   queryID: "cba8245617aeace44" ) Build with Swift Insights.register(   context,   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY",   "user-123456" ) Insights.shared?.clickedAfterSearch(   "Product Clicked",   "products",   "cba8245617aeace44",   EventObjects.IDs("9780545139700"),   listOf(7) ) Build with Android var insights = new InsightsClient(   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY" ).User("user-123456"); insights.ClickedObjectIDsAfterSearch(   "Product Clicked",   "products",   new List<string> { "9780545139700" },   new List<uint> { 7 },   "cba8245617aeace44" ); Build with C# AsyncUserInsightsClient insights = new AsyncInsightsClient(   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY",   client ).user("user-123456"); insights.clickedObjectIDsAfterSearch(   "Product Clicked",   "products",   Arrays.asList("9780545139700"),   new ArrayList<>(Arrays.asList(7l)),   "cba8245617aeace44" ); Build with Java client := insights.NewClient(   "ALGOLIA_APP_ID",   "ALGOLIA_API_KEY", ).User("user-123456") res, err := client.ClickedObjectIDsAfterSearch(   "Product Clicked",   "products",   []string{"9780545139700"},   []int{7},   "cba8245617aeace44", ) Build with Go client.execute {     send event ClickedObjectIDsAfterSearch(       "user-123456",       "Product Clicked",       "products",       Seq("9780545139700"),       Seq(7),       "cba8245617aeace44"     )   } Build with Scala *:nth-child(n+1)]:border-b px-4" data-expansion-type="multiItem" > Manage your data using any of our API clients. Build search front-end from customizable UI libraries with reusable components. Configure analytics to show click conversions, run A/B testing and tune recommendations. Scale with Integrations Use integrations and pre-built libraries to build scalable search experiences. --> --> --> No Products Found!!! View all integrations Explore every possibility with full documentation Find everything you need to get started with API reference docs, guides and sample code. Read the docs Develop your stack with UI libraries Deploy pre-built, customizable UI libraries for instantsearch and autocomplete, available in multiple frameworks. Explore all front-end possibilities Build DocSearch Free search for your developer documentation. Discover DocSearch Code Exchange Building blocks for search and discovery. Back-end tools Use our API clients, frameworks and integrations to push your data. Explore back-end building blocks Front-end tools Build your frontend using our UI libraries and templates. Explore front-end building blocks Showcase Don’t start from a blank page. Explore our demos and sample apps. Explore Showcase Explore Code Exchange For startups - all the power, none of the headache Startups, you can get going in minutes and scale for decades. Whatever your future demands, and however much you grow - Algolia has you covered. Eligible startups can begin with $10k of credits from Algolia and $100k from startup partners. Learn more Enterprises, delight your customers Grow your customer satisfaction - and sales. Because when your customers feel understood, they click and they come back. Get help from our experts to start fast and run efficiently. Contact sales "[Algolia] was very professional from the start. We had a great Customer Success Manager and team that provided a lot of help and was a great partner." Clint Fischerström Head of Ecommerce @ Swedol “I think we’ve grown leaps and bounds with Algolia. There's a lot of features that we still can tap into, which is great because I feel like we've gotten a ton out of it already.” Geoff Lyman Digital Experience Solutions Manager @ Hershey's “Instead of having to go into the back end and the catalog—which would have been a technical headache—we were able to figure it out in a matter of a day, test it, and ‘boom’ it’s live.” Courtney Grisham Director of E-Commerce @ Shoe Carnival “Algolia is very fast — able to keep up with our level of traffic… The API and SDK options are really great, and the ability to handle traffic at scale (we have a high volume)” Matt Goorley Engineering Manager @ LTK “Algolia is a breeze to work with. With Algolia, our editorial team has seen significant productivity improvements when building the daily online edition of The Times and weekly edition of The Sunday Times, with search being 300-500 times faster than our prior solution.” Matt Taylor Editorial Product Manager @ The Times Explore more Discord Community Documentation Algolia Startup Program Search API Security & compliance Global infrastructure Customer Hub Enable anyone to build great Search & Discovery Get a demo Start Free Lösungen Überblick AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Anwendungsfälle Überclick Enterprise Suche Headless commerce Mobile Suche Sprachgesteuerte Suche Bildersuche OEM Bildersuche Entwickler Developer Hub Dokumentation Integrationen Engineering Blog Discord community API status DocSearch Für Open Source Demos GDPR AI Act Integrationen Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Verteilt und Sicher Globale infrastruktur Sicherheit & Konformität Azure AWS Branchen Überclick B2C-E-Commerce B2B-E-Commerce Marktplätze SaaS Medien Startups Fashion Tools Search Grader Ecommerce Search Audit Unternehmen Über Algolia Karriere Newsroom Events Leitung Soziale Wirkung Kontact Kontact Kontact Soziales netwerk Entwickler Developer Hub Dokumentation Integrationen Engineering Blog Discord community API status DocSearch Für Open Source Demos GDPR AI Act Branchen Überclick B2C-E-Commerce B2B-E-Commerce Marktplätze SaaS Medien Startups Fashion Tools Search Grader Ecommerce Search Audit Lösungen Überblick AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Anwendungsfälle Überclick Enterprise Suche Headless commerce Mobile Suche Sprachgesteuerte Suche Bildersuche OEM Bildersuche Integrationen Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Verteilt und Sicher Globale infrastruktur Sicherheit & Konformität Azure AWS Unternehmen Über Algolia Karriere Newsroom Events Leitung Soziale Wirkung Kontact Kontact Kontact Soziales netwerk Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.algolia.com/products?utm_cta=aioverview
Products Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack AI Product Overview AI search and retrieval that shows users what they need Enhance your users’ journey with solutions powered by retrieval for searching, browsing, personalization, and recommendations. Get a demo Start building for free Make every interaction smarter with AI retrieval Every modern AI experience depends on one core capability: finding the right information at the right moment. That process is retrieval. Retrieval is how search engines, LLMs, and AI agents locate the data they need to answer questions, generate content, or take action. When retrieval is strong, these experiences behave intelligently; when it isn’t, they guess.  Algolia's three unique capabilities Ease of use Implement a test case in minutes with our APIs. Give your business teams the visibility and control to optimise ranking - and automations to save them time.   Speed Search as quick as you type, with the fastest enterprise AI search we know of. Faster results mean higher revenues.   Scale Rely on the largest hosted search engine in the world, with 1.7 trillion searches a year. Algolia is also highly compliant and stable (with up to 99.999% availability).   Build retrieval-powered solutions today AI retrieval powers the next generation of agentic, generative, and search experiences that adapt to intent, not syntax.    Search experiences Build powerful search experiences for your app or site with AI that understands, ranks, and adapts in real time. Retrieval ensures results remain contextual and aligned with your business, whether the query is simple, ambiguous, or conversational.  Hybrid Search : Semantic vector search meets keyword precision for fast, intuitive results that match user intent. Learn more . AI Ranking : Machine learning that optimizes relevance while preserving human control. Learn more . Query Categorization : Turn unstructured queries into structured data for smarter merchandising and analytics. Learn more . Advanced Personalization : Reflect each user’s behavior, preferences, and context, out of the box.  Learn more . Learn more about AI Search Agentic experiences AI agents don’t just answer; they decide. They evaluate options, retrieve the data they need, and act on a user’s behalf. Retrieval gives these agents the context and structure required to make informed, trustworthy decisions.  Branded agents :   Create agents tailored to your customers or teams, designed to engage and recommend with your unique expertise. Agentic operations : Complete workflows with your business data and improve search results by configuring operations that optimize critical KPIs. Agentic search commerce : Sell your products through third-party agent ecosystems (like ChatGPT, Claude, Perplexity, etc.), ensuring they surface your brand with accuracy and context. Learn more about Agent Studio Generative experiences Generative AI has turned discovery into conversation. People now ask for ideas, explanations, and guidance in natural language and expect coherent responses. Retrieval provides the context that makes those conversations meaningful.  Conversational assistants : Create assistants that guide users through questions, comparisons, and next steps. Guides : Automatically generate helpful buyer guides from your catalog to simplify complex decisions.  Learn more . Ask AI : Bring conversational answers to your site or support channels so users get immediate clarity, right from the search bar. Learn more . Learn more about Generative Experiences Connect AI Agents using Algolia MCP Algolia’s Model Context Protocol (MCP) Server provides the foundation to control and steer Agentic Commerce. It is crucial to orchestrate the several systems needed to deliver an agentic transaction. Whether you're building product recommendations, search assistants, or analytics dashboards, MCP helps do more, faster, and at scale. Learn more about MCP Tools for business users Merchandising Studio Build better customer experiences based on data - without code. Business teams use Algolia’s Merchandising Studio to control and run campaigns across AI Search, AI Browse and AI Recommendations. Learn more Analytics Gain insight into clickthroughs, performance by position and seasonality. Track the search terms driving your revenue, fix null-results and improve category performance. All on one intuitive dashboard. Learn more A helping hand for developers UI Components Launch quickly with our UI Components libraries for interfaces at any resolution and JS framework. We have you covered for instant search, autocomplete, sorting and pagination, and many more features. Discover our UI components Integrations Plug straight into your tech stack or framework. Get started quickly through integrations with all major ecommerce platforms and accelerate sales by helping shoppers find items in your store within seconds. See our integrations Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://bun.sh
Bun — A fast all-in-one JavaScript runtime Bun is joining Anthropic & Anthropic is betting on Bun → Build Docs Reference Guides Blog Discord Bun v1.3.6 Bun.Archive API for creating & extracting tarballs with gzip compression, Bun.JSONC for parsing JSON with comments, metafile & files options in ... Bun v1.3.5 Bun.Terminal API, compile-time feature flags, improved Bun.stringWidth accuracy, V8 C++ value type checking APIs, Content-Disposition support fo... Bun v1.3.4 URLPattern API, Fake Timers for bun:test, Custom Proxy Headers in fetch(),console.log %j format, http.Agent connection pooling fix, Standalone e... Bun v1.3.3 CompressionStream and DecompressionStream, Control .env and bunfig.toml loading in standalone executables, `retry` and `repeats` in `bun:test`, ... Bun v1.3.2 Hoisted installs restored as default for backward compatibility. CPU profiling with --cpu-prof, faster installs for packages with post-install s... Bun v1.3.1 2× faster bun build on macOS for symlink-heavy projects, source maps preserve legal comments, and --format=cjs now inlines import.meta; bun test... Build Docs Reference Guides Blog Discord Bun v1.3.6 is here! → Bun is a fast JavaScript all-in-one toolkit | Bun is a fast, incrementally adoptable all-in-one JavaScript, TypeScript & JSX toolkit. Use individual tools like bun test or bun install in Node.js projects, or adopt the complete stack with a fast JavaScript runtime, bundler, test runner , and package manager built in. Bun aims for 100% Node.js compatibility. Install Bun v1.3.6 Linux & macOS Windows View install script curl -fsSL https://bun.sh/install | bash powershell -c " irm bun.sh/install.ps1 | iex " USED BY Bundler Express Postgres WebSockets Bundling 10,000 React components Build time in milliseconds (Linux x64, Hetzner) Bun v1.3.0 269.1 ms Rolldown v1.0.0-beta.42 494.9 ms esbuild v0.25.10 571.9 ms Farm v1.0.5 1,608 ms Rspack v1.5.8 2,137 ms View benchmark → Express.js 'hello world' HTTP requests per second (Linux x64) bun: 59,026 requests per second 59,026 deno: 25,335 requests per second 25,335 node: 19,039 requests per second 19,039 Bun v1.2 Deno v2.1.6 Node.js v23.6.0 View benchmark → WebSocket chat server Messages sent per second (Linux x64, 32 clients) bun: 2,536,227 messages sent per second 2,536,227 deno: 1,320,525 messages sent per second 1,320,525 node: 435,099 messages sent per second 435,099 Bun.serve() v1.2 Deno.serve() v1.2.6 ws (Node.js) v23.6.0 View benchmark → Load a huge table Queries per second. 100 rows x 100 parallel queries bun: 28,571 queries per second 28,571 node: 14,522 queries per second 14,522 deno: 11,169 queries per second 11,169 Bun v1.2.22 Node.js v24.8.0 Deno v2.5.1 View benchmark → Four tools, one toolkit Use them together as an all-in-one toolkit, or adopt them incrementally. bun test works in Node.js projects. bun install can be used as the fastest npm client. Each tool stands on its own. JavaScript Runtime Starts 3x faster than Node.js A fast JavaScript runtime designed as a drop-in replacement for Node.js $ bun ./index.ts ✓ Node.js API compatibility ✓ TypeScript, JSX & React (zero config) ✓ Comprehensive builtin standard library ✓ PostgreSQL, Redis, MySQL, SQLite ✓ Hot & watch mode built-in ✓ Environment variables with .env REPLACES Node.js Package Manager 30x faster Install packages up to 30x faster than npm with a global cache and workspaces $ bun install ✓ Simple migration from npm/pnpm/yarn ✓ Eliminate phantom dependencies ✓ Workspaces, monorepos ✓ Lifecycle scripts & postinstall handling ✓ Dependency auditing with bun audit ✓ Block malicious packages Replaces NPM Test Runner Replaces Jest & Vitest Jest-compatible test runner with built-in code coverage and watch mode $ bun test ✓ Jest-compatible expect() API ✓ Snapshot testing ✓ Watch mode & lifecycle hooks ✓ DOM APIs via happy-dom ✓ Concurrent test execution ✓ Built-in code coverage Replaces Vitest Bundler Replaces Vite and esbuild Bundle TypeScript, JSX, React & CSS for both browsers and servers $ bun build ./app.tsx ✓ TypeScript & JSX built-in (no config) ✓ CSS imports & bundling ✓ React support out of the box ✓ Build for the browser, Bun, and Node.js ✓ Single-file executables ✓ .html, .css, .ts, .tsx, .jsx & more Replaces Vite Who uses Bun? Claude Code uses Bun Bun's single file executables & fast start times are great for CLIs. Learn about single file executables Railway Functions powered by Bun Bun's all-in-one toolkit makes Railway's serverless functions fast and easy to use. Deploy on Railway Midjourney uses Bun Bun's built-in WebSocket server helps Midjourney publish image generation notifications at scale. Learn about Bun's WebSocket server What's different about Bun? Bun provides extensive builtin APIs and tooling Builtin Core Features Essential runtime capabilities Bun Node Deno Node.js compatibility Aiming to be a drop-in replacement for Node.js apps Web Standard APIs Support for web standard APIs like fetch , URL , EventTarget , Headers , etc. Powered by WebCore (from WebKit/Safari) Native Addons Call C-compatible native code from JavaScript Bun.ffi, NAPI, partial V8 C++ API TypeScript First-class support, including "paths" enum namespace JSX First-class support without configuration Module loader plugins Plugin API for importing/requiring custom file types `Bun.plugin` works in browsers & Bun 3 different loader APIs. Server-side only Builtin APIs Built-in performance and native APIs designed for production Bun Node Deno PostgreSQL, MySQL, and SQLite drivers Connect to any SQL database with one fast, unified API Fastest available, with query pipelining S3 Cloud Storage driver Upload and download from S3-compatible storage, built-in Fastest available Redis client Redis client built into Bun with Pub/Sub support WebSocket server (including pub/sub) WebSocket server built into Bun.serve() with backpressure handling `Bun.serve()` HTTP server Lightning-fast HTTP server built into Bun Bun.serve() HTTP router Route HTTP requests with dynamic paths and wildcards, built into Bun.serve() Bun.serve({routes: {'/api/:path': (req) => { ... }}}}) Single-file executables Compile your app to a standalone executable that runs anywhere bun build --compile with cross-compilation & code signing No native addons, embedded files, cross-compilation or bytecode. Multi-step process. No native addons, no cross-compilation YAML YAML is a first-class citizen in Bun, just like JSON Bun.YAML & import from .yaml files Cookies API Parse and set cookies with zero overhead using a Map-like API request.cookies Map-like API Encrypted Secrets Storage Store secrets securely using your OS's native keychain Bun.secrets (Keychain/libsecret/Windows Credential Manager) Builtin Tooling Built-in developer tooling Bun Node Deno npm package management Install, manage, and publish npm-compatible dependencies With catalogs, isolated installs, bun audit, bun why Limited features Bundler Build production-ready code for frontend & backend Bun.build Cross-platform $ shell API Native bash-like shell for cross-platform shell scripting `Bun.$` Requires 'dax' Jest-compatible test runner Testing library compatible with the most popular testing framework bun test with VS Code integration & concurrent execution Hot reloading (server) Reload your backend without disconnecting connections, preserving state bun --hot Monorepo support Install workspaces packages and run commands across workspaces bun run --filter=package-glob ... Frontend Development Server Run modern frontend apps with a fully-featured dev server bun ./index.html Formatter & Linter Built-in formatter and linter Builtin Utilities APIs that make your life easier as a developer Bun Node Deno Password & Hashing APIs bcrypt , argon2 , and non-cryptographic hash functions `Bun.password` & `Bun.hash` String Width API Calculate the width of a string as displayed in the terminal Bun.stringWidth Glob API Glob patterns for file matching Bun.Glob fs.promises.glob Semver API Compare and sort semver strings Bun.semver CSS color conversion API Convert between CSS color formats Bun.color CSRF API Generate and verify CSRF tokens Bun.CSRF Everything you need to build & ship Production-ready APIs and tools, built into Bun HTTP & WebSockets Bun.serve() HTTP & WebSocket server routes Built-in routing with dynamic paths request.cookies Zero-overhead cookie parsing Databases Bun.sql PostgreSQL, MySQL, SQLite Bun.s3 S3-compatible cloud storage Bun.redis Redis client with Pub/Sub File System Bun.file() Fast file reading & streaming Bun.Glob Fast file pattern matching Bun.write() Write files efficiently Testing bun test Jest-compatible test runner snapshots Snapshot testing built-in expect() Jest-compatible assertions Build & Deploy bun build Fast bundler with tree-shaking --compile Single-file executables --hot Hot reload without restarts TypeScript & DX TypeScript & JSX No config required import "*.yaml" YAML & TOML imports import "*.css" CSS & asset imports Security Bun.password bcrypt, argon2 hashing Bun.CSRF CSRF token generation Bun.secrets OS keychain integration System Integration Bun.$ Cross-platform shell scripting Bun.spawn() Spawn child processes bun:ffi Call native C/C++ libraries Utilities Bun.hash() Fast hashing utilities Bun.semver Version comparison Bun.escapeHTML() HTML escaping & sanitization $ bun run Bun is a JavaScript runtime. Bun is a new JavaScript runtime built from scratch to serve the modern JavaScript ecosystem. It has three major design goals: Speed. Bun starts fast and runs fast. It extends JavaScriptCore, the performance-minded JS engine built for Safari. Fast start times mean fast apps and fast APIs. Elegant APIs. Bun provides a minimal set of highly-optimized APIs for performing common tasks, like starting an HTTP server and writing files. Cohesive DX. Bun is a complete toolkit for building JavaScript apps, including a package manager, test runner, and bundler. Bun is designed as a drop-in replacement for Node.js. It natively implements thousands of Node.js and Web APIs, including fs , path , Buffer and more. The goal of Bun is to run most of the world's server-side JavaScript and provide tools to improve performance, reduce complexity, and multiply developer productivity. Bun works with Next.js Lee Robinson VP of Developer Experience at Cursor (Anysphere) app/blog/[slug]/page.tsx import { s3 , $ , sql } from "bun" ;   export default async function BlogPage ( { params } ) {    const [ post ] = await sql `      SELECT title , image_key , content      FROM posts      WHERE slug = $ { params . slug }    ` ;      const imgUrl = s3 . file ( post . image_key ). presign ( { ••• expiresIn : 3600 } );      const wordCount = await $ ` echo $ { post . content } | wc -w ` ;      return (      < div >        < h1 > { post . title } </ h1 >        < img src = { imgUrl } / >        < p > Word count: { wordCount } </ p >      </ div >   ); } Full speed full-stack Fast frontend apps with Bun's built-in high performance development server and production bundler. You've never seen hot-reloading this fast! Develop and ship frontend apps Bun's built-in bundler and dev server make frontend development fast and simple. Develop with instant hot reload, then ship optimized production builds—all with zero configuration. $ bun init --react Start a dev server Run bun ./index.html to start a dev server. TypeScript, JSX, React, and CSS imports work out of the box. Hot Module Replacement Built-in HMR preserves application state during development. Changes appear instantly—no manual refresh needed. Build for production Build optimized bundles with bun build ./index.html --production . Tree-shaking, minification, and code splitting work out of the box. Learn more about frontend with Bun → $ bun install Bun is an npm-compatible package manager. Bun pnpm 17x slower npm 29x slower Yarn 33x slower Installing dependencies from cache for a Remix app. View benchmark Replace yarn with bun install to get 30x faster package installs. Try it $ bun test Bun is a test runner that makes the rest look like test walkers. Bun Vitest 5x slower Jest+SWC 8x slower Jest+tsjest 18x slower Jest+Babel 20x slower Replace jest with bun test to run your tests 10-30x faster. Try it The APIs you need. Baked in. Start an HTTP server Start a WebSocket server Read and write files Hash a password Frontend dev server Write a test Query PostgreSQL Use Redis Import YAML Set cookies Run a shell script Call a C function index.tsx import { sql, serve } from " bun " ; const server = serve ({ port : 3000 , routes : { " / " : new Response ( " Welcome to Bun! " ), " /api/users " : async ( req ) => { const users = await sql `SELECT * FROM users LIMIT 10` ; return Response. json ({ users }); }, }, }); console. log ( `Listening on localhost: ${ server.port } ` ); index.tsx const server = Bun. serve <{ authToken : string ; }>({ fetch ( req , server ) { // use a library to parse cookies const cookies = parseCookies (req.headers. get ( " Cookie " )); server. upgrade (req, { data : { authToken : cookies[ ' X-Token ' ] }, }); }, websocket : { // handler called when a message is received async message ( ws , message ) { console. log ( `Received: ${ message } ` ); const user = getUserFromToken (ws.data.authToken); await db.Message. insert ({ message : String (message), userId : user.id, }); }, }, }); console. log ( `Listening on localhost: ${ server.port } ` ); index.tsx const file = Bun. file ( import .meta.dir + ' /package.json ' ); // BunFile const pkg = await file. json (); // BunFile extends Blob pkg.name = ' my-package ' ; pkg.version = ' 1.0.0 ' ; await Bun. write (file, JSON . stringify (pkg, null , 2 )); index.tsx const password = " super-secure-pa$$word " ; const hash = await Bun.password. hash (password); // => $argon2id$v=19$m=65536,t=2,p=1$tFq+9AVr1bfPxQdh... const isMatch = await Bun.password. verify (password, hash); // => true server.ts // Run 'bun init --react' to get started import { serve } from " bun " ; import reactApp from " ./index.html " ; serve ({ port : 3000 , routes : { " / " : reactApp, " /api/hello " : () => Response. json ({ message : " Hello! " }), }, development : { console : true , // Stream browser logs to terminal hmr : true , // Enable hot module reloading }, }); index.test.tsx import { test, expect } from " bun:test " ; // Run tests concurrently for better performance test. concurrent ( " fetch user 1 " , async () => { const res = await fetch ( " https://api.example.com/users/1 " ); expect (res.status). toBe ( 200 ); }); test. concurrent ( " fetch user 2 " , async () => { const res = await fetch ( " https://api.example.com/users/2 " ); expect (res.status). toBe ( 200 ); }); test ( " addition " , () => { expect ( 2 + 2 ). toBe ( 4 ); }); index.tsx import { sql } from " bun " ; // Query with automatic SQL injection prevention const users = await sql ` SELECT * FROM users WHERE active = ${ true } LIMIT 10 ` ; // Insert with object notation const [user] = await sql ` INSERT INTO users ${ sql ( { name : " Alice " , email : " alice@example.com " } ) } RETURNING * ` ; config.yaml // Import YAML files directly import config from " ./config.yaml " ; console. log (config.database.host); // => "localhost" // Or parse YAML at runtime const data = Bun. YAML . parse ( ` name: my-app version: 1.0.0 database: host: localhost port: 5432 ` ); index.tsx import { serve } from " bun " ; serve ({ port : 3000 , routes : { " / " : ( request ) => { // Read cookies with built-in parsing const sessionId = request.cookies. get ( " session_id " ); // Set cookies request.cookies. set ( " session_id " , " abc123 " , { path : " / " , httpOnly : true , secure : true , }); return Response. json ({ success : true }); }, }, }); index.tsx import { redis } from " bun " ; // Set a key await redis. set ( " greeting " , " Hello from Bun! " ); console. log (db. query ( " SELECT 1 as x " ). get ()); // { x: 1 } index.tsx import { $ } from ' bun ' ; // Run a shell command (also works on Windows!) await $ `echo "Hello, world!"` ; const response = await fetch ( " https://example.com " ); // Pipe the response body to gzip const data = await $ `gzip < ${ response } ` . arrayBuffer (); index.tsx import { dlopen, FFIType, suffix } from " bun:ffi " ; // `suffix` is either "dylib", "so", or "dll" depending on the platform const path = `libsqlite3. ${ suffix } ` ; const { symbols : { sqlite3_libversion, // the function to call }, } = dlopen (path, { sqlite3_libversion : { args : [], // no arguments returns : FFIType.cstring, // returns a string }, }); console. log ( `SQLite 3 version: ${ sqlite3_libversion () } ` ); Learn more Documentation Get started with Bun and learn how to use all of its features API Reference Explore the complete API reference for Bun's runtime and toolkit Developers love Bun. Sainder Jan 17 @Sainder_Pradipt Bun Lic Jan 18 @Lik228 bun Martin Navrátil Jan 17 @martin_nav_ Bun.... SaltyAom Jan 17 @saltyAom bun reaxios Jan 17 @reaxios bun install bun kyge Jan 17 @0xkyge bun James Landrum Jan 17 @JamesRLandrum Node orlowdev Jan 17 @orlowdev Yeah, bun, but my code does not have dependencies. hola Jan 17 @jdggggyujhbc bun std::venom Jan 17 @std_venom Bun tiago Jan 19 @tiagorangel23 should have used Bun instead of npm Sainder Jan 17 @Sainder_Pradipt Bun Lic Jan 18 @Lik228 bun Martin Navrátil Jan 17 @martin_nav_ Bun.... SaltyAom Jan 17 @saltyAom bun reaxios Jan 17 @reaxios bun install bun kyge Jan 17 @0xkyge bun James Landrum Jan 17 @JamesRLandrum Node orlowdev Jan 17 @orlowdev Yeah, bun, but my code does not have dependencies. hola Jan 17 @jdggggyujhbc bun std::venom Jan 17 @std_venom Bun tiago Jan 19 @tiagorangel23 should have used Bun instead of npm 46officials Jan 19 @46officials Bun yuki Jan 19 @staticdots Bun Stefan Jan 17 @stefangarofalo Bun Samuel Jan 17 @samueldans0 Bun always Divin Prince Jan 17 @divinprnc Yeah Bun Gibson Jan 16 @GibsonSMurray bun Oggie Sutrisna Jan 16 @oggiesutrisna bun emanon Jan 16 @0x_emanon ✅ bun yuki Jan 16 @staticdots bun SpiritBear Jan 16 @0xSpiritBear bun Ayu Jan 12 @Ayuu2809 Bun good 🧅 46officials Jan 19 @46officials Bun yuki Jan 19 @staticdots Bun Stefan Jan 17 @stefangarofalo Bun Samuel Jan 17 @samueldans0 Bun always Divin Prince Jan 17 @divinprnc Yeah Bun Gibson Jan 16 @GibsonSMurray bun Oggie Sutrisna Jan 16 @oggiesutrisna bun emanon Jan 16 @0x_emanon ✅ bun yuki Jan 16 @staticdots bun SpiritBear Jan 16 @0xSpiritBear bun Ayu Jan 12 @Ayuu2809 Bun good 🧅 Hirbod Jan 19 @hirbod_dev For everything. Yes. I even run with bunx expo run:ios etc Luis Paolini Jan 18 @DigitalLuiggi Jus use @bunjavascript buraks Jan 18 @buraks____ I use bun patch and I love it! fahadali Jan 8 @fahadali503 Bun Aiden Bai Jan 1 @aidenybai 2025 will be the year of JS/TS and @bunjavascript is why Catalin Jan 1 @catalinmpit Bun is goated MadMax Jan 3 @dr__madmax @bunjavascript is yet to get enough appreciation it deserves. Baggi/e Jan 3 @ManiSohi Performant TS/JS backend needs more love Elysia for the win Michael Feldstein Dec 18 @msfeldstein holy shit bun is the solution to spending all day mucking around with typescript/module/commonjs/import bullshit and just running scripts Hirbod Jan 19 @hirbod_dev For everything. Yes. I even run with bunx expo run:ios etc Luis Paolini Jan 18 @DigitalLuiggi Jus use @bunjavascript buraks Jan 18 @buraks____ I use bun patch and I love it! fahadali Jan 8 @fahadali503 Bun Aiden Bai Jan 1 @aidenybai 2025 will be the year of JS/TS and @bunjavascript is why Catalin Jan 1 @catalinmpit Bun is goated MadMax Jan 3 @dr__madmax @bunjavascript is yet to get enough appreciation it deserves. Baggi/e Jan 3 @ManiSohi Performant TS/JS backend needs more love Elysia for the win Michael Feldstein Dec 18 @msfeldstein holy shit bun is the solution to spending all day mucking around with typescript/module/commonjs/import bullshit and just running scripts Resources Reference Docs Guides Discord Merch Store GitHub Blog   Toolkit Runtime Package manager Test runner Bundler Package runner Project Bun 1.0 Bun 1.1 Bun 1.2 Bun 1.3 Roadmap Contributing License Baked with ❤️ in San Francisco We're hiring →
2026-01-13T08:47:44
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2026-01-13T08:47:44
https://dev.to/devnews/s7-e8-battling-russian-disinformation-big-tech-lends-a-hand-to-ukraine-and-ibm-s-persistent-ageism-problem
S7:E8 - Battling Russian Disinformation, Big Tech Lends a Hand to Ukraine, and IBM's Persistent Ageism Problem - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close DevNews Follow S7:E8 - Battling Russian Disinformation, Big Tech Lends a Hand to Ukraine, and IBM's Persistent Ageism Problem Mar 3 '22 play In this episode, we talk about various ways in which big tech has lent a hand to Ukraine in their war with Russia. Then we talk about Russian disinformation efforts with Dr. Jeffery Blevins, professor in the Journalism Department at the University of Cincinnati and co-author of the book, Social Media, Social Justice and the Political Economy of Online Networks. Then we talk about leaked IBM documents that show the company’s persistent ageism problem with Peter Gosselin, former investigative reporter at ProPublica who co-penned the piece, Cutting ‘Old Heads’ at IBM. Show Notes DevDiscuss (sponsor) Stack Overflow Podcast (sponsor) CodeNewbie (sponsor) Scout APM (DevNews) (sponsor) Airbnb to Provide Housing for 100,000 Ukrainian Refugees Ukraine Gets $22 Million in Crypto Donations to Fight Invasion Meta rolls out encrypted Instagram DMs in Russia and Ukraine Social Media, Social Justice and the Political Economy of Online Networks Meta, YouTube, and TikTok block Russian state media in Europe Reddit has quarantined r/Russia due to misinformation Cutting 'Old Heads' at IBM Making ‘Dinobabies’ Extinct: IBM’s Push for a Younger Work Force Dr. Jeffrey Blevins Dr. Blevins is a Professor in the Journalism Department. Tenured in the Department of English & Comparative Literature, he also holds affiliate appointments in Department of Political Science and The Cincinnati Project. His Scholarship is grounded in U.S. telecommunication law and policy and engages critical political economy theory. Dr. Blevins' published research has examined media ownership regulation, First Amendment jurisprudence on media ownership regulation, Internet media policy and the politics of the telecommunication policymaking process. Peter Gosselin Peter Gosselin was a contributing reporter at ProPublica covering aging. In more than three decades as a journalist, he has covered the U.S. and global economies for, among others, the Los Angeles Times and The Boston Globe, focusing on the lived experiences of working people. He is the author of “High Wire: The Precarious Financial Lives of American Families,” for which he devised new data techniques to show that economic risks were being shifted from the broad shoulders of business and government to the backs of working households. In addition to reporting, he has been a visiting fellow at the Urban Institute in Washington, chief speechwriter to the treasury secretary and an economic adviser to the original Department of Health and Human Services team implementing the Affordable Care Act. Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand   fallckor fallckor fallckor Follow js, react, css, Location México Work Javascript Joined Jul 14, 2020 • Mar 12 '22 Dropdown menu Copy link Hide Don't works play podcast Like comment: Like comment: Like Comment button Reply Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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2026-01-13T08:47:44
https://www.algolia.com/products/features/data-transformation
Transforming your search experience starts with transforming your data Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Data transformation Transforming your search experience starts with transforming your data Streamline data preparation and enhance data quality Get a demo Start building for free Code editor 0 A code editor with autocomplete, sampling and debugging capabilities. AI-assisted data transformations 0 Describe what you need in plain language, and AI will automatically generate the transformation logic in the UI for you to review and apply. No-code transformations 0 Non-technical users can also work with a no-code editor to configure data transformations.  Connect to any source 0 Transform data from any source, using our API Client or no-code connectors.  Pre & post-indexing power 0 Refine data before or after indexing for optimal search performance and flexibility. See it in action Use cases and strategies using Data Transformation Any transformation can be done at a record level – no code required Add attributes (tags, categories, labels, etc.), remove attributes, filter records, change data types and more. Calculate attributes Compute discount percentages, normalize attributes, employ gravity / decay scoring models, add weighting values, or convert a flat list of categories into hierarchical structure.  Data Transformation FAQs What is Data Transformation in Algolia? 0 Data Transformation lets you clean, enrich, and standardize your records before they’re indexed in Algolia. It ensures your data is consistent, searchable, and optimized for the best end-user experience without needing to preprocess it elsewhere. Why should I use Algolia’s Data Transformation instead of preprocessing my data? 0 With Data Transformation, you centralize transformations directly within Algolia, reducing the need for external scripts or ETL pipelines. This saves engineering time, ensures consistency, and makes it easier to adapt quickly when your data model changes. What kinds of transformations can I apply? 0 You can normalize text (e.g., casing, trimming whitespace), combine or split fields, generate computed attributes, remove unwanted fields, or enrich records with metadata. The system is flexible and supports a wide range of use cases. Learn more about code and no-code transformations in our documentation .  Do I need to write code to use Data Transformation? 0 No coding is required for many common transformations. Algolia provides a configuration-based interface, though developers can also define custom logic when needed. Learn more about code and no-code transformations in our  documentation .  Can I preview or test transformations before applying them? 0 Transformations run at indexing time, so your search queries remain fast. Performance is optimized so you can handle large datasets without slowing down user search experiences. How does Data Transformation impact indexing speed and performance? 0 Yes, you can preview transformations on sample records before pushing changes live, ensuring accuracy and preventing errors from reaching production. Is Data Transformation secure? 0 Yes. All transformations happen within Algolia’s secure infrastructure. Your data never leaves the platform, and access controls follow your existing Algolia permissions. Learn more about Algolia security and compliance .  How does Data Transformation fit with my existing ETL or pipeline tools? 0 Algolia Data Transformation can complement existing ETL workflows. You can continue using your data pipelines for heavy processing, while leveraging Algolia to handle last-mile, search-specific transformations. Who benefits most from using Data Transformation? 0 Engineering teams save development time, merchandisers can enrich product data without waiting on dev cycles, and end-users enjoy more consistent, relevant search and discovery experiences. Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://future.forem.com/t/blockchain/page/2
Blockchain Page 2 - Future Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Future Close Blockchain Follow Hide A decentralized, distributed, and oftentimes public, digital ledger consisting of records called blocks that are used to record transactions across many computers so that any involved block cannot be altered retroactively, without the alteration of all subsequent blocks. Create Post Older #blockchain posts 1 2 3 4 5 6 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Blockchain Oracles: How Smart Contracts See the Real World (Featuring Chainlink) Ribhav Ribhav Ribhav Follow Dec 24 '25 Blockchain Oracles: How Smart Contracts See the Real World (Featuring Chainlink) # crypto # blockchain # beginners # web3 1  reaction Comments Add Comment 7 min read LëtzNova - the ultimate smart-city across all verticals. Decker Csoma Garcia Biagi Decker Csoma Garcia Biagi Decker Csoma Garcia Biagi Follow Nov 20 '25 LëtzNova - the ultimate smart-city across all verticals. # ai # iot # blockchain # cloud Comments Add Comment 5 min read DAOs in Practice – From Multi-Sig to Voting (And Why Ownership Tokens exist) Ribhav Ribhav Ribhav Follow Dec 22 '25 DAOs in Practice – From Multi-Sig to Voting (And Why Ownership Tokens exist) # crypto # blockchain # beginners # web3 2  reactions Comments Add Comment 6 min read Stablecoins – The Bridges Between Volatility and Value Ribhav Ribhav Ribhav Follow Dec 20 '25 Stablecoins – The Bridges Between Volatility and Value # crypto # blockchain # stablecoins # beginners 2  reactions Comments Add Comment 4 min read 6G vs 5G – Future of Mobile Internet Sanjay Naker Sanjay Naker Sanjay Naker Follow Nov 15 '25 6G vs 5G – Future of Mobile Internet # ai # blockchain # crypto # productivity Comments Add Comment 3 min read 21Shares ETFs Signal Next Wave of Crypto Integration And the Rise of Real-World Crypto Utility Vin Cooper Vin Cooper Vin Cooper Follow Nov 13 '25 21Shares ETFs Signal Next Wave of Crypto Integration And the Rise of Real-World Crypto Utility # blockchain # crypto # productivity Comments Add Comment 1 min read Layer 2 Solutions Deep-Dive: Optimistic vs ZK Rollups Explained Ribhav Ribhav Ribhav Follow Dec 16 '25 Layer 2 Solutions Deep-Dive: Optimistic vs ZK Rollups Explained # crypto # blockchain # community # beginners Comments Add Comment 6 min read Consensus Mechanisms Explained: How Blockchain Networks Agree Without a Boss Ribhav Ribhav Ribhav Follow Dec 15 '25 Consensus Mechanisms Explained: How Blockchain Networks Agree Without a Boss # crypto # blockchain # community # beginners Comments Add Comment 9 min read Ethereum Price Outlook: Can ETH Reclaim $4,000 After Bitcoin’s Breakout? Philip Laurens Philip Laurens Philip Laurens Follow Nov 11 '25 Ethereum Price Outlook: Can ETH Reclaim $4,000 After Bitcoin’s Breakout? # blockchain # cryptocurrency # web3 # bitcoin 1  reaction Comments Add Comment 2 min read Spotting Trend Reversals: How Morning & Evening Star Patterns Flip the Market Vin Cooper Vin Cooper Vin Cooper Follow Nov 10 '25 Spotting Trend Reversals: How Morning & Evening Star Patterns Flip the Market # ai # blockchain # crypto # productivity Comments Add Comment 1 min read The Future of Crypto: A World Where We Don’t Even Call It “Crypto” Anymore 🚀 Emir Taner Emir Taner Emir Taner Follow Dec 2 '25 The Future of Crypto: A World Where We Don’t Even Call It “Crypto” Anymore 🚀 # blockchain # web3 # datascience # webdev 3  reactions Comments 1  comment 2 min read 🚀 Why “Tokenization of Assets” Might Be the Biggest Shift in Finance Since the Internet Rakshan Kangovi Rakshan Kangovi Rakshan Kangovi Follow Dec 14 '25 🚀 Why “Tokenization of Assets” Might Be the Biggest Shift in Finance Since the Internet # tokenization # blockchain # finance # commerce 2  reactions Comments Add Comment 6 min read Understanding Tokenomics – Why Token Design Matters Ribhav Ribhav Ribhav Follow Dec 13 '25 Understanding Tokenomics – Why Token Design Matters # crypto # blockchain # community # beginners Comments Add Comment 7 min read NFTs Explained Simply – What’s Actually Happening in 2025? Ribhav Ribhav Ribhav Follow Dec 12 '25 NFTs Explained Simply – What’s Actually Happening in 2025? # blockchain # web3 # community # crypto Comments Add Comment 6 min read Does Blockchain Actually Work? A Beginner’s Guide Without the Jargon Kevin Kevin Kevin Follow Dec 11 '25 Does Blockchain Actually Work? A Beginner’s Guide Without the Jargon # techtalks # blockchain # web3 # ai Comments 2  comments 3 min read DeFi 101: Decentralized Finance Ribhav Ribhav Ribhav Follow Dec 11 '25 DeFi 101: Decentralized Finance # web3 # blockchain # fintech # community Comments Add Comment 7 min read Your First Ethereum Smart Contract, Step by Step Ribhav Ribhav Ribhav Follow Dec 10 '25 Your First Ethereum Smart Contract, Step by Step # crypto # ethereum # blockchain # beginners 1  reaction Comments Add Comment 5 min read Bitcoin Liquidity Is Recovering and Price Might Follow Soon Vin Cooper Vin Cooper Vin Cooper Follow Nov 6 '25 Bitcoin Liquidity Is Recovering and Price Might Follow Soon # blockchain # crypto # productivity 1  reaction Comments Add Comment 1 min read Why Ethereum Needs Layer 2s (for Curious Builders and Beginners) Ribhav Ribhav Ribhav Follow Dec 9 '25 Why Ethereum Needs Layer 2s (for Curious Builders and Beginners) # blockchain # crypto # ethereum # community Comments Add Comment 3 min read Ethereum Wallets and Gas (for Non‑Technical People) Ribhav Ribhav Ribhav Follow Dec 8 '25 Ethereum Wallets and Gas (for Non‑Technical People) # crypto # blockchain # web3 # community Comments Add Comment 3 min read Smart Contracts and dApps on Ethereum (for Non‑Technical People) Ribhav Ribhav Ribhav Follow Dec 6 '25 Smart Contracts and dApps on Ethereum (for Non‑Technical People) # crypto # blockchain # smartcontracts # community Comments Add Comment 4 min read Ethereum for Non-Technical People: The Programmable Blockchain Ribhav Ribhav Ribhav Follow Dec 3 '25 Ethereum for Non-Technical People: The Programmable Blockchain # crypto # blockchain # ethereum # education 2  reactions Comments 1  comment 5 min read Bitcoin Clears $88K After the Trump–Xi Call And a Quiet Market Signal Is Starting to Matter Vin Cooper Vin Cooper Vin Cooper Follow Nov 24 '25 Bitcoin Clears $88K After the Trump–Xi Call And a Quiet Market Signal Is Starting to Matter # ai # blockchain # productivity # crypto Comments 1  comment 2 min read The Future of Liquidity: How Perp-DEXs and Hybrid Platforms Are Redefining Market Structure Vin Cooper Vin Cooper Vin Cooper Follow Nov 5 '25 The Future of Liquidity: How Perp-DEXs and Hybrid Platforms Are Redefining Market Structure # ai # blockchain # productivity # crypto 1  reaction Comments Add Comment 1 min read Grok AI: A Deep Dive into xAI’s Maverick Chatbot Sanjay Naker Sanjay Naker Sanjay Naker Follow Nov 5 '25 Grok AI: A Deep Dive into xAI’s Maverick Chatbot # ai # blockchain # productivity # grok 1  reaction Comments 2  comments 3 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Future — News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Future © 2025 - 2026. Stay on the cutting edge, and shape tomorrow Log in Create account
2026-01-13T08:47:44
https://share.transistor.fm/s/0daf79b5
APIs You Won't Hate | Stoplight and Developer Mental Health APIs You Won't Hate 40 ? 30 : 10)" @keyup.document.left="seekBySeconds(-10)" @keyup.document.m="toggleMute" @keyup.document.s="toggleSpeed" @play="play(false, true)" @loadedmetadata="handleLoadedMetadata" @pause="pause(true)" preload="none" @timejump.window="seekToSeconds($event.detail.timestamp); shareTimeFormatted = formatTime($event.detail.timestamp)" > Trailer Bonus 10 40 ? 30 : 10)" class="seek-seconds-button" > 40 ? 30 : 10"> Subscribe Share More Info Download More episodes Subscribe newValue ? setTimeout(() => copied = false, 2500) : null)" @click="copied = copyFeedUrl()" class="form-input-group" > Copied to clipboard Apple Podcasts Spotify Pocket Casts Overcast Castro YouTube Goodpods Goodpods Metacast Amazon Music Pandora CastBox Anghami Anghami Fountain JioSaavn Gaana iHeartRadio TuneIn TuneIn Player FM SoundCloud SoundCloud Deezer Podcast Addict Share newValue ? setTimeout(() => copied = false, 2500) : null)" @click="copied = copyShareUrl()" class="form-input-group" > Share Copied to clipboard newValue ? setTimeout(() => copied = false, 2500) : null)" @click="copied = copyEmbedHtml()" class="form-input-group" > Embed Copied to clipboard Start at Trailer Bonus Full Transcript View the website updateDescriptionLinks($el))" class="episode-description" > Chapters August 24, 2020 by APIs You Won't Hate View the website Listen On Apple Podcasts Listen On Spotify Listen On YouTube RSS Feed Subscribe RSS Feed RSS Feed URL Copied! Follow Episode Details Phil, Mike and Matt get together before Phil leaves the UK in search of roads he can bike on. We talk about what is coming up for new Stoplight releases and then we take a sharp pivot to talk about mental health and how it affects Matt and what he is doing to take care of himself. Show Notes Phil, Mike and Matt get together before Phil leaves the UK in search of roads he can bike on. We talk about what is coming up for new Stoplight releases and then we take a sharp pivot to talk about mental health and how it affects Matt and what he is doing to take care of himself. Sponsors: Stoplight makes it possible for us to bring you this podcast while we nerd out about APIs. Check them out for their tooling around documentation with Studio, an app that makes API documentation an absolute joy to work with. Creators and Guests Host Mike Bifulco Cofounder and host of APIs You Won't Hate. Blogs at https://mikebifulco.com Into 🚴‍♀️, espresso ☕, looking after 🌍. ex @Stripe @Google @Microsoft What is APIs You Won't Hate? A no-nonsense (well, some-nonsense) podcast about API design & development, new features in the world of HTTP, service-orientated architecture, microservices, and probably bikes. All audio, artwork, episode descriptions and notes are property of APIs You Won't Hate, for APIs You Won't Hate, and published with permission by Transistor, Inc. Broadcast by
2026-01-13T08:47:44
https://future.forem.com/t/blockchain/page/5
Blockchain Page 5 - Future Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Future Close Blockchain Follow Hide A decentralized, distributed, and oftentimes public, digital ledger consisting of records called blocks that are used to record transactions across many computers so that any involved block cannot be altered retroactively, without the alteration of all subsequent blocks. Create Post Older #blockchain posts 1 2 3 4 5 6 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu AI and the UK Workforce: Navigating the "Job-pocalypse" with Purpose Sanjay Naker Sanjay Naker Sanjay Naker Follow Oct 13 '25 AI and the UK Workforce: Navigating the "Job-pocalypse" with Purpose # ai # blockchain # productivity # crypto Comments Add Comment 2 min read I Built an AI Flood Forecasting System with Next.js 15 & Akshat Raj Akshat Raj Akshat Raj Follow Oct 12 '25 I Built an AI Flood Forecasting System with Next.js 15 & # ai # blockchain # productivity # science Comments Add Comment 3 min read 🧬 Plasma & $XPL: Stablecoin Superchain or Launch Hype? Dan Keller Dan Keller Dan Keller Follow Sep 30 '25 🧬 Plasma & $XPL: Stablecoin Superchain or Launch Hype? # blockchain # crypto # ai # fintech 3  reactions Comments Add Comment 2 min read AI Writing Assistants in 2025: Free vs Paid – Which Should You Choose? Sanjay Naker Sanjay Naker Sanjay Naker Follow Oct 1 '25 AI Writing Assistants in 2025: Free vs Paid – Which Should You Choose? # ai # productivity # blockchain # crypto Comments Add Comment 2 min read Wallet-as-a-Service: The Secret Weapon Web3 Founders Can’t Ignore Kate Wilson Kate Wilson Kate Wilson Follow Oct 10 '25 Wallet-as-a-Service: The Secret Weapon Web3 Founders Can’t Ignore # crypto # blockchain # fintech 3  reactions Comments Add Comment 4 min read My Strategy for Retirement: Crypto, Stocks, and Smart Investments Alex Navarro Alex Navarro Alex Navarro Follow Oct 9 '25 My Strategy for Retirement: Crypto, Stocks, and Smart Investments # blockchain # crypto # fintech # productivity 2  reactions Comments Add Comment 2 min read What AI Can and Can't Reliably Do in Web Development Sanjay Naker Sanjay Naker Sanjay Naker Follow Oct 6 '25 What AI Can and Can't Reliably Do in Web Development # ai # productivity # blockchain # crypto Comments Add Comment 2 min read 📰 Major Tech News: Oct 1st, 2025 Om Shree Om Shree Om Shree Follow Oct 2 '25 📰 Major Tech News: Oct 1st, 2025 # ai # blockchain # crypto # security 26  reactions Comments 4  comments 5 min read 📰 Major Tech News: Oct 2nd, 2025 Om Shree Om Shree Om Shree Follow Oct 3 '25 📰 Major Tech News: Oct 2nd, 2025 # ai # blockchain # crypto # security 27  reactions Comments 4  comments 4 min read Bitcoin and Its Place in the Modern World: Convenience, Security, and Challenges Curo Tomuro Curo Tomuro Curo Tomuro Follow Oct 2 '25 Bitcoin and Its Place in the Modern World: Convenience, Security, and Challenges # blockchain # crypto # fintech 6  reactions Comments 2  comments 2 min read Crypto Isn’t Just About Trading: Opportunities Most People Are Still Ignoring Dan Keller Dan Keller Dan Keller Follow Oct 2 '25 Crypto Isn’t Just About Trading: Opportunities Most People Are Still Ignoring # crypto # education # productivity # blockchain 4  reactions Comments 6  comments 3 min read 📰 Major Tech News: September 29, 2025 Om Shree Om Shree Om Shree Follow Sep 30 '25 📰 Major Tech News: September 29, 2025 # ai # blockchain # security # crypto 27  reactions Comments 2  comments 4 min read 📰 Major Tech News: September 28, 2025 Om Shree Om Shree Om Shree Follow Sep 29 '25 📰 Major Tech News: September 28, 2025 # ai # blockchain # security # crypto 20  reactions Comments 2  comments 5 min read Open Banking + AI: How They’ll Shape the Future of Finance Malik Abualzait Malik Abualzait Malik Abualzait Follow Sep 29 '25 Open Banking + AI: How They’ll Shape the Future of Finance # ai # banking # productivity # blockchain Comments 1  comment 3 min read 📰 Major Tech News: September 27, 2025 Om Shree Om Shree Om Shree Follow Sep 27 '25 📰 Major Tech News: September 27, 2025 # ai # blockchain # security # science 21  reactions Comments Add Comment 5 min read 📰 Major Tech News: September 24, 2025 Om Shree Om Shree Om Shree Follow Sep 24 '25 📰 Major Tech News: September 24, 2025 # ai # productivity # blockchain # security 25  reactions Comments 4  comments 5 min read 📰 Major Tech News: September 26, 2025 Om Shree Om Shree Om Shree Follow Sep 27 '25 📰 Major Tech News: September 26, 2025 # ai # blockchain # security # science 20  reactions Comments 1  comment 5 min read 📰 Major Tech News: September 25, 2025 Om Shree Om Shree Om Shree Follow Sep 25 '25 📰 Major Tech News: September 25, 2025 # ai # productivity # blockchain # security 19  reactions Comments 2  comments 6 min read 📰 Major Tech News: September 22, 2025 Om Shree Om Shree Om Shree Follow Sep 22 '25 📰 Major Tech News: September 22, 2025 # ai # productivity # security # blockchain 23  reactions Comments 2  comments 5 min read Why Spain Became Europe’s Bitcoin ATM Capital Martin Call Martin Call Martin Call Follow Sep 24 '25 Why Spain Became Europe’s Bitcoin ATM Capital # bitcoin # cryptocurrency # blockchain # web3 11  reactions Comments Add Comment 2 min read 📰 Major Tech News: September 23, 2025 Om Shree Om Shree Om Shree Follow Sep 23 '25 📰 Major Tech News: September 23, 2025 # ai # security # blockchain # productivity 20  reactions Comments 4  comments 4 min read My Experience with the Perfect Bitcoin Wallet Curo Tomuro Curo Tomuro Curo Tomuro Follow Sep 21 '25 My Experience with the Perfect Bitcoin Wallet # blockchain # crypto # security 3  reactions Comments 3  comments 2 min read 📰 Major Tech News: September 20, 2025 Om Shree Om Shree Om Shree Follow Sep 20 '25 📰 Major Tech News: September 20, 2025 # ai # space # productivity # blockchain 22  reactions Comments 6  comments 6 min read 📰 Major Tech News: September 19, 2025 Om Shree Om Shree Om Shree Follow Sep 19 '25 📰 Major Tech News: September 19, 2025 # ai # blockchain # security # iot 27  reactions Comments 6  comments 4 min read I Need a Job as a Software Developer, anyone help me pls Dharmendra Gupta Dharmendra Gupta Dharmendra Gupta Follow Sep 13 '25 I Need a Job as a Software Developer, anyone help me pls # ai # productivity # blockchain Comments Add Comment 1 min read loading... 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Future — News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. 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2026-01-13T08:47:44
https://www.algolia.com/products/ai/generative-experiences
Generative Experiences Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Generative Experiences Generate more dynamic customer experiences Your foundation for building contextually content-rich, dynamic, and personalized solutions with retrieval augmented generation (RAG) — using large language models (LLMs) and advanced AI. Get a demo Start Free Introducing Generative Experiences Algolia’s Generative Experiences is a flexible framework that empowers developers to design, test, and deploy generative AI features with speed and confidence. From APIs and UX libraries to built-in merchandising tools, it’s everything you need to go from idea to execution. Accelerate AI solution development Generative Experiences is the ideal starting point for rapidly deploying AI-powered solutions, whether you're creating a shopping assistant, enhancing product discovery, or revamping landing pages. Bring your own LLM With Algolia’s Generative Experiences APIs, you can create richer, more engaging digital experiences that feel intuitive and relevant. This enables you to add new details or descriptions to improve your catalog and search index. You can use our LLM models or combine them with other LLMs of your choosing, all while using Algolia’s AI-first infrastructure. Results drive revenue Generative Experiences taps into Algolia’s full platform—Search, Recommendations, and Personalization—to continuously optimize results. Every Generative AI interaction feeds insights back into your system. Developers can build tools like chatbots, virtual assistants, and interactive guides that can produce original content, answer complex queries, or support decision-making in real-time. Algolia Guides Algolia Guides is an out-of-the-box Generative Experiences solution which enables you to create buyer’s guides instantly from your product catalog to help your customers find personalized guidance and recommendations. Learn more Generative Experiences FAQs What is Algolia Generative Experiences? 0 Generative Experiences helps businesses build and deploy generative AI-powered features for any use case using Algolia’s APIs, UX libraries, and merchandising tools.  What do I need to get started? 0 All you need is your product data and access to Algolia’s APIs. From there, you can start experimenting with ready-to-use components or build custom generative experiences tailored to your brand. Need more help? Get in touch with our team .  Which LLMs can I connect with Algolia’s Generative Experiences? 0 Algoila Generative experiences support OpenAI, AWS Bedrock, Vertex AI and many more models and providers. Learn more and see the latest on our documentation .  Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.algolia.com/products/ai-browse
Build dynamic product pages with AI Browse | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack AI BROWSE Category pages that move the needle Make it easier for your customers to move down the funnel with perfectly curated collection pages Get a demo Start Free Browsing optimised for your customers and business AI Browse uses Algolia’s tech to turn category and product listing pages into high-converting assets for your site Collections 0 Create seasonal or thematic collections pages instantly, no coding required.   Dynamic content blocks 0 Deliver intelligent browsing experiences by utilizing AI-driven content blocks on all of your favorite displays. A/B testing & insights 0 Run intelligent experimentation and prioritize business metrics that matter, like profitability or inventory levels. Capture KPI performance and make real-time adjustments, for continuous improvement. Read the docs Dynamic re-ranking 0 Automatically boost popular and trending items - saving you time and enhancing your customer experience. Read more A window-shopping experience Dynamically build category, collection, and other pages as customers click on filters and navigation tabs A centralized dashboard and administrative experience Powerful merchandising Choose how products are displayed. Pin results for different campaigns, or update the algorithms that control ranking — no code required. Learn more about merchandising Full transparency Understand ranking with transparency. Use Algolia to drill into the details for category pages and boost or bury results using product attributes.  Learn more about ranking controls Comprehensive analytics Discover how category pages are performing with built-in analytics: CTR, AOV, conversion rates, and more available at a glance. Easily understand performance for any product and uncover opportunities for optimization. Learn more about analytics The best websites already use AI Browse The one-stop shop for AI search Easy to use Implement our APIs in minutes and gain easy control over rankings. Fast Search as quick as you type, with the fastest enterprise AI search we know of. Scalable Work with a partner who handles 30 billion records and nearly 1.7 trillion searches a year with 99.999% availability. Addressing a wide range of industries B2C ecommerce 0 Create personalized, flexible ecommerce Search & Discovery experiences your shoppers will love. Read more on B2C ecommerce B2B ecommerce 0 Index your catalog, put it in motion for your buyers. Increase conversion. Read more on B2B ecommerce Marketplaces 0 Build performant search experiences at scale while reducing engineering time. Read more on marketplaces Media 0 Index your content, put it in motion for your users. Read more on media SaaS 0 Increase user retention with fast and relevant search, powered by Algolia’s Search API. Read more on SaaS Image search 0 Rich product- and content-based customer experiences in a headless ecommerce framework. Solving multiple use-cases Enterprise search 0 Connects your customers to the right content, and your employees to the right information. Read more on Enterprise search Mobile & app search 0 Create mobile search and discovery sessions that your users love. Read more on mobile search Headless ecommerce 0 Rich product- and content-based customer experiences in a headless ecommerce framework. Read more on headless ecommerce Voice search 0 Contextual understanding capabilities, NLP, natural-language understanding, and AI tools. Read more on voice search Image search 0 Read about Image Search The retail media advantage With global retail media spend projected to total $180 billion in 2025, the opportunity is vast, but success depends on how retailers use data, design, and technology to serve both customers and brands. In our newest report, we asked executives how they plan to invest in retail media networks.  76% sponsored listings on search result pages is the top retail media strategy 30% better audience targeting is the top goal for sponsored listings on search result pages 11% of retail media buyers use multiple retail media platforms Get the report Enable anyone to build great Search & Discovery Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://www.algolia.com/industries/marketplaces
Build search & discovery for your Marketplace | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack MARKETPLACES Relevant results in milliseconds Intuitive catalog and search results for your customers — with real-time index updates Get a demo Start now Leading marketplaces scale easily with Algolia “It’s been a pleasure to actually have a project that starts on time, lands on time, and provides results. It’s also nice to have developers that like the technology they’re working on.” Chloé Martinot Product Manager, team Search @ ManoMano Read their story Make life easy for your tech team Launch a test case, build front-end experiences and integrate with other platforms — all within hours. Focus on value-added tasks instead of maintaining your search infrastructure.   Search-as-a-service Fully hosted, managed and secured by Algolia  Speed at scale - Algolia serves 1.7 trillion searches a year Near real-time indexing API first approach Easy front- and back-end integration Full programmatic configuration Broad customization capabilities Transparent, fully customizable ranking algorithm Configure text relevance to adapt to your user generated content Leverage your first-party data Iterate faster Everything you need to match the pace and scale of a high-performing marketplace   Packaged innovation Continuous engine optimization Built-in query suggestions and dynamic faceting Voice Search, Personalization initiatives you can jump-start Developer first design Extensive documentation Advanced front-end libraries API clients in 12 languages Internationalization is standard Support for 70+ languages Geo-distributed infrastructure Data and settings easy to replicate Let your business teams run autonomously Combine the art of merchandising with the science of algorithms with the Algolia Merchandising Studio. Find automations, rules, and analytics in one place Replace scattered spreadsheets with centralized real-time insights Combine AI and human controls All with zero code and 100% business-user friendly Discover the Merchandising Studio Recommended content DC360 Report: A blueprint for B2B technology From configure-price-quote systems to marketplace connections to AI-powered site search, flourishing B2B companies are deploying digital technology that connects with their customers and grows sales. Read more DC360 Report: How to stand out on marketplaces Learn how to stand out with strategies for managing your products across multiple marketplaces, marketing tactics and how to make your Amazon business attractive to sell. Read more How edX uses Algolia to connect online learners with the right courses Learn how edX, an educational technology platform, improved the way they connect learners with the right educational courses using Algolia Search. Read more See more Try the AI search that understands Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. Cookie settings Trust Center Privacy Policy Terms of service Acceptable Use Policy ✕ Hi there 👋 Need assistance? Click here to allow functional cookies to launch our chat agent. 1
2026-01-13T08:47:44
https://devblogs.microsoft.com/visualstudio/decompilation-of-c-code-made-easy-with-visual-studio/
Decompilation of C# code made easy with Visual Studio - Visual Studio Blog Skip to main content Microsoft Dev Blogs Dev Blogs Dev Blogs Home Developer Microsoft for Developers Visual Studio Visual Studio Code Develop from the cloud All things Azure Xcode DevOps Windows Developer ISE Developer Azure SDK Command Line Aspire Technology DirectX Semantic Kernel Languages C++ C# F# TypeScript PowerShell Team Python Java Java Blog in Chinese Go .NET All .NET posts .NET Aspire .NET MAUI AI ASP.NET Core Blazor Entity Framework NuGet Servicing .NET Blog in Chinese Platform Development #ifdef Windows Microsoft Foundry Azure Government Azure VM Runtime Team Bing Dev Center Microsoft Edge Dev Microsoft Azure Microsoft 365 Developer Microsoft Entra Identity Developer Old New Thing Power Platform Data Development Azure Cosmos DB Azure Data Studio Azure SQL OData Revolutions R Unified Data Model (IDEAs) Microsoft Entra PowerShell More Search Search No results Cancel Dev Blogs Visual Studio Blog Decompilation of C# code made easy with Visual Studio February 13th, 2020 0 reactions Decompilation of C# code made easy with Visual Studio Mark Downie Principal Product Manager Show more Have you ever found yourself debugging a .NET project or memory dump only to be confronted with a No Symbols Loaded page? Or maybe experienced an exception occurring in a 3rd party .NET assembly but had no source code to figure out why? You can now use Visual Studio to decompile managed code even if you don’t have the symbols, allowing you to look at code, inspect variables and set breakpoints. We have recently released a new decompilation and symbol creation experience in the latest preview of Visual Studio 2019 version 16.5  that will aid debugging in situations where you might be missing symbol files or source code. As we launch this feature, we want to ensure that we are creating the most intuitive workflows so please provide feedback . Decompilation and PDB generation with ILSpy Decompilation is the process used to produce source code from compiled code. In order to accomplish this we are partnering with ILSpy, a popular open source project , which provides first class, cross platform symbol generation and decompliation. Our engineering team is working to integrate ILSpy technology into valuable debugging scenarios. What are symbol files? Why do you need them? Symbol files represent a record of how the compiler translates your source code into Common Intermediate Language (CIL), the CIL is compiled by the Common Language Runtime and executed by the processor. The .NET compiler symbol files are represented by program database files (.pdb), and these files are created as part of the build. The symbol file maps statements in the source code to the CIL instructions in the executable. Debuggers are able to use the information in the symbol file to determine the source file and line number that should be displayed, and the location in the executable to stop at when you set a breakpoint. Debugging without a symbol file would make it difficult to set breakpoints on a specific line of code or even step through code. Visual Studio currently provides the option to debug code outside your project source code, such as .NET or third-party code your project calls by specifying the location of the .pdb (and optionally, the source files of the external code). However, in many cases finding the correct symbol files or source code may not be feasible. By integrating decompilation directly into your debugging experiences we hope to provide developers with the most direct route to troubleshooting issues in 3 rd party managed code. We are initially integrating the decompilation experiences into the Module Window , No Symbols Loaded , and Source Not Found page. No Symbols Loaded/Source Not Found There are a several ways in which Visual Studio will try to step into code for which it does not have symbols or source files available: Break into code from a breakpoint or exception. Step into code. Switch to a different thread. Change the stack frame by double-clicking a frame in the Call Stack window. Under these circumstances, the debugger displays the No Symbols Loaded or Source Not Found page and provides an opportunity to load the necessary symbols or source. In the following example I have opened a crash dump in Visual Studio and have hit an exception in framework code. I do not have the original source code so If I try to switch to the main thread, I see the No Symbols Loaded page. However, it is now possible to decompile the code directly on this page and see the origins of the exception. Module Window During debugging the Modules window is a great place to get information related to the assemblies and executables currently in memory. To open the Modules window, select Debug > Windows > Modules . Once you have identified a module that requires decompilation, you can right-click on the module and select “Decompile Source to Symbol File”. This action creates a symbol file containing decompiled source which in turn permits you to step into 3 rd party code directly from your source code. It will also be possible to extract source code to disk by right clicking on a module with embedded source and clicking “Extract Embedded Source”. This process exports source files to a Miscellaneous files folder for further analysis. In the following example I open an extracted .cs file and set a break point to better understand the 3rd party code I am using. Some Considerations Decompilation of the CIL format, used in .NET assemblies, back into a higher-level language like C# has some inherent limitations: Decompiled source does not always resemble the original source code. Decompilation is best used to understand how the program is executing and not as a replacement for the original source code. Debugging code that was decompiled from an assembly that was built using compiler optimizations may encounter the following issues: Breakpoints not always binding to the matching sourcing location Stepping may not always step to the correction Async/await and yield state-machines may not be fully resolved Local variables may not have accurate names Some variables may not be able to be evaluated in the IL Stacks is not empty Source code extracted from an assembly are placed in the solution as Miscellaneous file: The name and location of the generated files is not configurable. They are temporary and will be deleted by Visual Studio. Files are placed in a single folder and any folder hierarchy that the original sources had is not used. The file name for each file has a checksum hash of the file. Decompilation of optimized or release modules produces non-user code. If the debugger breaks in your decompiled non-user code, for example, the No Source window will appear. In order to disable Just My Code navigate to Tools > Options (or Debug > Options) > Debugging > General, deselect Enable Just My Code . Decompilation will only generate source code files in C#. Try it now! Download the preview and try out decompilation and let us how it works for you! Please reach out and give us feedback over at Developer Community . Finally, we also have a survey for collecting feedback on the new experiences here . We look forward to hearing from you. 0 40 36 Share on Facebook Share on X Share on Linkedin Copy Link --> Category Visual Studio Topics .NET Core C# Visual Studio 2019 Share Author Mark Downie Principal Product Manager Mark Downie is a program manager on the Visual Studio Production Diagnostics team. He blogs about how you can use Visual Studio to get to the bottom of gnarly issues in production. 40 comments Discussion is closed. Login to edit/delete existing comments. Code of Conduct Sort by : Newest Newest Popular Oldest Vladimir Velichkin --> Vladimir Velichkin --> April 4, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> My problem with this is that it is so painfully slow compared to plain ILSpy decompilation. It seems to take it half a minute to generate several files from a large assembly (think PresentationFramework – I know the sources are available anyway, it’s just a good example), compared to a few seconds for the entire assembly by using ILSpy directly. This is rather disappointing, but I am sure it will improve eventually. PoisnFang --> PoisnFang --> March 28, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> For those scared of decompilation, you could just join the open source movement… but to the main point, decompilation has been around for a long time and this is just a tool to help developers. If someone wants to decompile your code and rebuild your project there are better applications out there. Byron Adams --> Byron Adams --> March 3, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Best feature I like is being able to debug into source that’s not even referenced by my solution. Jan Pavliš --> Jan Pavliš --> March 1, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I think that instead of placing all generated source code files in a single folder it could be useful to (optionally) place them in a directory tree by namespace of the class in the file - the same way IL Spy does it. Large assemblies contain thousands of classes and this would make finding what I'm looking for easier. Also I would welcome if there was an option to generate not only C# code, but also IL together with C#. IL Spy already has this feature so I guess this shouldn't be too difficult to implement this in VS too.... Read more I think that instead of placing all generated source code files in a single folder it could be useful to (optionally) place them in a directory tree by namespace of the class in the file – the same way IL Spy does it. Large assemblies contain thousands of classes and this would make finding what I’m looking for easier. Also I would welcome if there was an option to generate not only C# code, but also IL together with C#. IL Spy already has this feature so I guess this shouldn’t be too difficult to implement this in VS too. Sometimes IL Spy is unable to generate C# code properly (especially for code not written in C#) and seeing and debugging at least IL code would help. This would also be great to have just for educational purpose – to easily see what IL code C# compiler generates. I’m really surprised how so many people are worried about infringement of their intellectual property by this feature, since many tools for IL decompilation already exist for a very long time. Anyone who wanted to steal somebody’s IP already did it, existence of one another such tool in VS changes nothing. And anyway trying to hide IP when hacker has access to the program (being it decompiled source code, IL or just native code) is battle already lost. Those who want to make it at least more difficult for them already use obfuscator, which maybe discourages some of them. But no protection can prevent experienced hacker to see what program does (or change it) if he really wants to. On the contrary displaying and debugging decompiled code directly in VS will make usage of decompiler very convenient and helpful for many ordinary programmers and I’m really looking forward to use it. Read less Mike Marynowski --> Mike Marynowski --> February 28, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> This is great, but puhleeaaaaase make it so that F12 on a .NET Standard library member will forward to an actual implementation and not the useless reference assemblies. Based on my tests it does not do this currently. I think the best choice would be to pick the latest installed .NET Core version that supports the .NET Standard version but there could also be a mechanism to pick which .NET Core version is used in the decompilation. Mike-E --> Mike-E --> March 1, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> #ReSharperDoesThat Mike Marynowski --> Mike Marynowski --> March 6, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I know, I used to have resharper, but I’ve found a configuration of open-source extensions that works better and faster than resharper. Literally the only thing I’m currently missing which nobody can seem to figure out is having .NET Standard F12 go to an implementation instead of the empty reference assemblies, so if this solves that then we are home free. Roslyn analyzers + a few extensions do pretty much everything resharper does now and it feels way snappier and less boated. Hai Ha --> Hai Ha --> March 3, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Resharper comes with 2 costs: – Small cost for money – Huge cost for developer experience as everything is slower. This is especially when you are developing a solution of some 20 projects. If you are working on a few projects it should be fine but I’m more in favour of a built-in solution, which should be faster as well. The only Resharper features I actually use are navigating to decompiled code and 3rd party (including .NET) code debugging. Can’t wait to see this built-in happening in VS Mike-E --> Mike-E --> March 4, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Lack of ReSharper has bigger costs than that, I am afraid. You're basically paying for Visual Studio 10 years into the future as "features" being developed into VS today have been around for at least that amount of time. Case in point, this very article! I for one can always tell when code has been developed without R# as the gutter lights up like a Christmas tree with all the analysis and resulting warnings. Let's not forget dotTrace, dotPeek, and dotCover, and dotMemory integrations, too. Oh yeah, and Rider includes all of that under a 64-bit environment... Read more Lack of ReSharper has bigger costs than that, I am afraid. You’re basically paying for Visual Studio 10 years into the future as “features” being developed into VS today have been around for at least that amount of time. Case in point, this very article! I for one can always tell when code has been developed without R# as the gutter lights up like a Christmas tree with all the analysis and resulting warnings. Let’s not forget dotTrace, dotPeek, and dotCover, and dotMemory integrations, too. Oh yeah, and Rider includes all of that under a 64-bit environment which you will not see out of VS any time soon. Just saying, there is a price for understanding MSFT’s technology better than MSFT itself and it is more than worth the value. Read less Mike-E --> Mike-E --> March 6, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Big developer hugs, Hai Ha. Or should I say elbow bumps, considering the climate today. 😆 Hai Ha --> Hai Ha --> March 4, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I don’t think there’s anything useful that R# can pick up while VS 2017/2019 code analysis cannot. What you say about the “Christmas tree” is correct back in VS 2010 and maybe in VS 2015. VS analysis tools has improved too but I have to agree Dot Trace is easier to use and more thorough than VS CPU analysis. For other things it’s personal preference. For me R# is struggling to pack things in a bundle and that’s why performance hurts. I choose experience over features that I never use. Hai Ha --> Hai Ha --> February 26, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> This is a great feature. I do debug of 3rd-party code a lot, most of the time to find out what they are doing wrong or see how they work to fix our code. To those who are worried their application being de-compiled: People do debug of 3rd-party library usually because the library itself involves in an issue. I myself care ZERO about your code because most codes are garbage, don't over-estimate it. Also if you de-compile an application, it doesn't make the application yours (prove it to me, for example, you have the whole source code for .net framework... Read more This is a great feature. I do debug of 3rd-party code a lot, most of the time to find out what they are doing wrong or see how they work to fix our code. To those who are worried their application being de-compiled: People do debug of 3rd-party library usually because the library itself involves in an issue. I myself care ZERO about your code because most codes are garbage, don’t over-estimate it. Also if you de-compile an application, it doesn’t make the application yours (prove it to me, for example, you have the whole source code for .net framework on the Internet, try making it yours?). Note that this feature is more about DEBUGGING the de-compiled code inside VS, which is why it is a good feature, not just about de-compiling them. Read less Keith Patrick --> Keith Patrick --> February 24, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> This could be a killer feature. I've lost count how many times I've installed the .Net Reflector VS addin to get just-in-time decompilation (and very nearly bought it last month). Every time, it's to debug a single issue where ILSpy code isn't quite matching up with what the debugger is telling me I've got....even if the add-in doesn't get the source exactly right, just being able to add watches makes all the difference in the world (except, of course, the "Symbols have been optimized away..." message, but even then, going back a few frames usually lets the debugger show... Read more This could be a killer feature. I’ve lost count how many times I’ve installed the .Net Reflector VS addin to get just-in-time decompilation (and very nearly bought it last month). Every time, it’s to debug a single issue where ILSpy code isn’t quite matching up with what the debugger is telling me I’ve got….even if the add-in doesn’t get the source exactly right, just being able to add watches makes all the difference in the world (except, of course, the “Symbols have been optimized away…” message, but even then, going back a few frames usually lets the debugger show enough info to be useful. But the catch is, it’s got to work better than Rotor PDBs (I gave up on that years ago since it was a complete crapshoot when it came to getting the source to show up) Read less Aaron Hudon --> Aaron Hudon --> February 20, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> How about built-in obfuscation? Evgeny Vrublevsky --> Evgeny Vrublevsky --> March 1, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I would say that obfuscation is an anti-feature, and shouldn’t be available by default. Rene Gillmeister --> Rene Gillmeister --> February 17, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> It’s really great how Microsoft cares about its customers’ intellectual property. Instead of making sure that at least basic protection is finally available, you are now making it even easier for crackers and other criminals to rob developers of their livelihood. And then to say: “You can protect your source code by your EULA. Simply forbid decompiling…”. I think this feature will cause great grief. Patrick Smacchia --> Patrick Smacchia --> February 19, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> This complain of “how do I protect my code from being decompiled then?!” and "Microsoft does not care about its customers’ intellectual property." is completely absurd. Since its inception in 2002 .NET compiled code can be decompiled and read crystal clear with popular tools like .NET Reflector, IL Spy, dotPeak… This is a direct consequence of having IL/byte code and a CLR with a JIT compiler. Since 2002 those that want to protect their compiled code from decompilation just have to obfuscate it. There are mature free tools (like https://github.com/yck1509/ConfuserEx ) and paid tools available. This is what we do... Read more This complain of “how do I protect my code from being decompiled then?!” and “Microsoft does not care about its customers’ intellectual property.” is completely absurd. Since its inception in 2002 .NET compiled code can be decompiled and read crystal clear with popular tools like .NET Reflector, IL Spy, dotPeak… This is a direct consequence of having IL/byte code and a CLR with a JIT compiler. Since 2002 those that want to protect their compiled code from decompilation just have to obfuscate it. There are mature free tools (like https://github.com/yck1509/ConfuserEx ) and paid tools available. This is what we do within our .NET shop since 2007 with success. Obfuscators will prevent from decompilation and will protect your intellectual property. However obfuscators won’t prevent solid hackers to hack your code, some advanced tricks based on “integrity checks” need to be used for that, but this is another story. Building and protecting software has never been (and won’t be) an easy task. This VS integration is awesome, no more “No Symbols Loaded” or “Source Not Found” is just awesome. Thanks Mark Downies and your team. Read less Keith Patrick --> Keith Patrick --> February 24, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> I’m of the belief that obfuscation is an ultimately pointless endeavor. There’s some WinRT assemblies that don’t like being opened up ILSpy/Reflector, but pretty much anything is still going to be able to be readable. If you want to protect your business logic, you can copyright it (or *maybe* patent it, but that’s a gamble), or you can just host it on a web server, where your business logic stays on the secured server rather than be shipped to curious users. Mark Downie --> Mark Downie Author --> February 18, 2020 1 --> Collapse this comment --> Copy link --> --> --> --> Thanks for the comment Rene. I hear your concern on protecting intellectual property and the desire for some form of protection. Your feedback is definitely welcome as we continue to evolve this feature. If you are willing, we could talk on a call, I would like to hear more about the kinds of protection you would anticipate .NET provide more generally. A Jennig --> A Jennig --> February 19, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> ILSpy is the best decompiler but was missing debugging capabilities like another decompiler. Did the team consider how integrating ILSpy and giving it debugging/breakpoint abilities makes it more convenient and easier to find any company's secret sauce? All that needs to be added is the ability to save an assembly after removing the license check (like another tool does) and Microsoft has created the perfect cracking tool - all integrating into Visual Studio - And many of the company's that will more conveniently lose IP and license revenue are paying subscriptions for the instrument that will hurt them. How about getting with... Read more ILSpy is the best decompiler but was missing debugging capabilities like another decompiler. Did the team consider how integrating ILSpy and giving it debugging/breakpoint abilities makes it more convenient and easier to find any company’s secret sauce? All that needs to be added is the ability to save an assembly after removing the license check (like another tool does) and Microsoft has created the perfect cracking tool – all integrating into Visual Studio – And many of the company’s that will more conveniently lose IP and license revenue are paying subscriptions for the instrument that will hurt them. How about getting with the obfuscation company’s BEFORE releasing to public? How about allowing obfuscation companies to “tag” assemblies as “do not decompile” with attributes and VS integrated ILSpy will respect that? Read less Chuck Ryan --> Chuck Ryan --> February 19, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> My concern is the obvious script the Visual Studio development team is consistantly using to address the many areas where your customers do not like what you are doing. In the end it all boils down to “we are releasing this no matter what you think, we know best, but we will make some cosmetic changes to appease you”. Rene Gillmeister --> Rene Gillmeister --> February 18, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> In addition, if the CS files are to be saved for later review, they should be encrypted and only be readable with the decompiler. Rene Gi --> Rene Gi --> February 18, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> My proposed solution: It should be an opt-in. Only digitally signed software with an Allow Decompilation option in the application manifest should be decompilable. Decompiling programs that do not comply should be considered illegal and their authors should be held liable for damages. Vasiliy Grebinnyk --> Vasiliy Grebinnyk --> February 14, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Coool feature. If you care about intellectual property you must use pro obfuscator. I am personally strugling with a No Symbols Loaded page debugging my own code in nuget package. I hope to move all my sharing code into nuget packages if this feature really works. Andriy Savin --> Andriy Savin --> February 17, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> You should consider using SourceLink: https://github.com/dotnet/sourcelink Load more comments Read next February 17, 2020 Catch up with Visual Studio Tools for Unity on Mac Abdullah Hamed February 20, 2020 Reminder: Visual Studio for Mac: Refresh(); event on Feb 24 Jon Galloway Stay informed Get notified when new posts are published. Email * Country/Region * Select... 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X Terms of Service Skip to main content Terms of Service <path opacity="0" d="M0 0h24v24H0z" /> <path d="M17.207 11.293l-7.5-7.5c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414L15.086 12l-6.793 6.793c-.39.39-.39 1.023 0 1.414.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-arrow-left="<svg width="28px" height="28px" viewbox="0 0 28 28" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="none" class="twtr-icon u01b__icon-arrow-left"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd" stroke-linecap="round"> <g transform="translate(-1216.000000, -298.000000)" stroke-width="2.25"> <g transform="translate(1200.000000, 282.000000)"> <g transform="translate(17.000000, 17.000000)"> <path d="M0.756410256,12.8589744 L25.7179487,12.8589744"></path> <path d="M13.2371795,25.3397436 L25.7179487,12.8589744"></path> <path d="M13.2371795,12.4807692 L25.3397436,0.378205128" transform="translate(19.288462, 6.429487) rotate(-90.000000) translate(-19.288462, -6.429487) "></path> </g> </g> </g> </g> </svg>" data-icon-chevron-down="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M20.207 7.043c-.39-.39-1.023-.39-1.414 0L12 13.836 5.207 7.043c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414l7.5 7.5c.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-close="<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewbox="0 0 24 24" style="enable-background:new 0 0 24 24;" xml:space="preserve" aria-hidden="true" focusable="false" role="none" class="twtr-icon--md"> <g> <g> <defs> <rect id="SVGID_1_" x="-468" y="-1360" width="1440" height="3027" /> </defs> <clippath id="SVGID_2_"> <use xlink:href="#SVGID_1_" style="overflow:visible;" /> </clippath> </g> </g> <rect x="-468" y="-1360" class="st0" width="1440" height="3027" style="fill:rgb(0,0,0,0);stroke-width:3;stroke:rgb(0,0,0)" /> <path d="M13.4,12l5.8-5.8c0.4-0.4,0.4-1,0-1.4c-0.4-0.4-1-0.4-1.4,0L12,10.6L6.2,4.8c-0.4-0.4-1-0.4-1.4,0c-0.4,0.4-0.4,1,0,1.4 l5.8,5.8l-5.8,5.8c-0.4,0.4-0.4,1,0,1.4c0.2,0.2,0.4,0.3,0.7,0.3s0.5-0.1,0.7-0.3l5.8-5.8l5.8,5.8c0.2,0.2,0.5,0.3,0.7,0.3 s0.5-0.1,0.7-0.3c0.4-0.4,0.4-1,0-1.4L13.4,12z" /> </svg>" data-icon-search="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M22.06 19.94l-3.73-3.73C19.38 14.737 20 12.942 20 11c0-4.97-4.03-9-9-9s-9 4.03-9 9 4.03 9 9 9c1.943 0 3.738-.622 5.21-1.67l3.73 3.73c.292.294.676.44 1.06.44s.768-.146 1.06-.44c.586-.585.586-1.535 0-2.12zM11 17c-3.308 0-6-2.692-6-6s2.692-6 6-6 6 2.692 6 6-2.692 6-6 6z" /> </svg>" data-icon-search-submit="<svg width="21" height="21" viewbox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="none" class="twtr-icon"> <path fill-rule="evenodd" clip-rule="evenodd" d="M16.33 14.21L20.06 17.94C20.646 18.525 20.646 19.475 20.06 20.06C19.768 20.354 19.384 20.5 19 20.5C18.616 20.5 18.232 20.354 17.94 20.06L14.21 16.33C12.738 17.378 10.943 18 9 18C4.03 18 0 13.97 0 9C0 4.03 4.03 0 9 0C13.97 0 18 4.03 18 9C18 10.942 17.38 12.737 16.33 14.21ZM3 9C3 12.308 5.692 15 9 15C12.308 15 15 12.308 15 9C15 5.692 12.308 3 9 3C5.692 3 3 5.692 3 9Z" fill="white" /> </svg>" data-bg-color="white-neutral" data-root-page-title="Terms of Service" data-search-placeholder="Search" data-search-query-key="q" data-search-query-type="?" data-scribe-element="RJPO" data-scribe-section="u01b-navigation" data-cta-enabled="true" data-cta-text="Download PDF" data-cta-link="https://cdn.cms-twdigitalassets.com/content/dam/legal-twitter/site-assets/terms-of-service-2025-05-08/en/x-terms-of-service-2025-05-08.pdf" data-cta-link-new-tab="true"> Terms of Service We have made some updates to our Terms of Service. This version of the Terms of Service will go into effect on January 15, 2026. Until then, the current Terms of Service continue to apply.   Summary of our Terms These Terms of Service (“Terms”) are part of the User Agreement – a legally binding contract governing your relationship with X. You should read these Terms in full, but here are a few key things you should take away: You will see advertising on the platform: In exchange for accessing the Services, X and our third-party providers and partners may display advertising to you. When posting Content and otherwise using the Services, you must comply with this User Agreement and Applicable Law: You are responsible for your use of the Services and your Content. You must comply with the User Agreement, including all applicable policies and rules, and all applicable laws. You must abide by the Services’ acceptable use terms: You may not access the Services in any way other than through the currently available, published interfaces that we provide. For example, this means that you cannot scrape the Services without X’s express written permission, try to work around any technical limitations we impose, or otherwise attempt to disrupt the operation of the Services. We have broad enforcement rights: X reserves the right to take enforcement actions against you if you do violate these terms, such as, for example, removing your Content, limiting visibility, discontinuing your access to X, or taking legal action. Certain jurisdictions, including the European Union and the United Kingdom, also impose obligations on X to enforce against not only illegal content but also categories of content deemed by law to be “harmful” or “unsafe.” As a result, your Content or account may be subject to restrictions in those jurisdictions. We may also suspend or terminate your account for other reasons, such as prolonged inactivity, risk of legal exposure, or commercial inviability.  There are intellectual property licenses in these Terms: You retain ownership and rights to any of your Content you post or share, and you provide us with a broad, royalty-free license to make your Content available to the rest of the world and to let others do the same. Conversely, we provide you a license to use the software we provide as part of the Services, such as the X mobile application, solely for the purpose of enabling you to use and enjoy the benefit of the Services.  Your use of the Services is at your own risk: We provide the Services on an “AS IS” and “AS AVAILABLE” basis, and we disclaim all warranties, responsibility, and liability to you or others to the extent permitted by law. You may be exposed to offensive or harmful Content posted by other users. The Services may change from time to time, and we may limit or terminate availability of the Services or particular features to you or other users at any time.  You have remedies and redress mechanisms, but our liability is limited: You have a right to terminate this agreement at any time by deactivating your account and discontinuing use of the Services. Depending on your country of residence, we may not be liable for certain types of damages as described in the agreement, and in any event, our aggregate liability shall not exceed the greater of $100 USD or the amount you paid us, if any, in the past six months for the Services giving rise to the claim. Further, if you believe that your Content has been displayed on the Services in an unauthorized manner that constitutes copyright infringement, the reporting process is detailed in these Terms. If you are a recipient of the X Service in the United Kingdom, you may challenge enforcement actions (such as Content removal or account suspension) that breach these Terms by filing a complaint through our internal complaints process or by bringing a claim in a competent court, as provided under the Online Safety Act 2023. You can find details on how to file a complaint here . If you are a recipient of the X Service in the European Union, you may challenge certain decisions we make under the Digital Services Act (Regulation (EU) 2022/2065) via our internal process or via out-of-court dispute settlement as described here . Please also note that these Terms incorporate our Privacy Policy ( https://x.com/privacy ) as well as other terms applicable to your use of the Services and your Content. Finally, these Terms may vary depending on where you live, but in any case, you must be at least 13 years old to use X. If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies. If you live in the European Union, EFTA States, or the United Kingdom, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies.   X Terms of Service If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affilitates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Corp., which provides X and the Services, with its registered office at 865 FM 1209, Building 2, Bastrop, TX 78602 U.S.A. The words “we,” “us,” and “our” mean X Corp. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or our affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. All Content, including anything referenced therein, is the sole responsibility of the person who posted, generated, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies , https://help.x.com/rules-and-policies/x-report-violation#specific-violations , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. You agree that this license includes the right for us to (i) analyze text and other information you provide and to otherwise provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames without liability to you. In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do not disclose personally-identifying information to third parties except in accordance with our Privacy Policy . Certain services or features may be offered on X for which additional terms and conditions may apply in connection with your use of those services. By using or paying for any of these additional services, you agree to any additional terms applicable to those services, and those additional terms become part of our agreement with you. If any of the applicable additional terms conflict with these Terms, the additional terms will prevail while you are using those services to which they apply. If you use paid features, products, or services of the Services, you agree to the applicable Terms for Paid Services ( https://legal.x.com/purchaser-terms ). If you use developer features, products, or services of the Services, including but not limited to X for Websites ( https://developer.x.com/docs/x-for-websites ), X Cards ( https://developer.x.com/docs/x-for-websites/cards/overview/abouts-cards ), Public API ( https://developer.x.com/docs ), or Sign in with X ( https://docs.x.com/resources/fundamentals/authentication/guides/log-in-with-x ), you agree to our Developer Agreement ( https://developer.x.com/developer-terms/agreement ) and Developer Policy ( https://developer.x.com/developer-terms/policy ). If you want to reproduce, modify, create derivative works, distribute, sell, transfer, publicly display, publicly perform, transmit, or otherwise use the Services or Content on the Services, you must use the interfaces and instructions we provide, except as permitted through the Services, these Terms, or the terms provided on https://developer.x.com/developer-terms . Otherwise, all such actions are strictly prohibited. If you are a security researcher, you are required to comply with the rules of our  Vulnerability Reporting Program ( https://hackerone.com/x ). The requirements set out in the preceding paragraph may not apply to those participating in our Vulnerability Reporting Program. If you use advertising features, products, or services of the Services in any way, including but not limited to self-service and managed service offerings, you agree that your use of the advertising features, products, and services as well as your advertisements are subject to the terms of our  Master Services Agreement ( https://ads.x.com/terms ). Your Account You may need to create an account to use the Services. You are responsible for safeguarding your account, so use a strong password and limit its use to this account, and use two-factor authentication via an authenticator app or security key. We cannot and will not be liable for any loss or damage arising from your failure to comply with the above. You can control most communications from the Services. We may need to provide you with certain communications, such as service announcements and administrative messages. These communications are considered part of the Services and your account, and you may not be able to opt-out from receiving them. If you added your phone number to your account and you later change or deactivate that phone number, you must update your account information to help prevent us from communicating with anyone who acquires your old number. Your License to Use the Services We give you a personal, worldwide, royalty-free, non-assignable and non-exclusive license to use the software provided to you as part of the Services. This license cannot be assigned, gifted, sold, shared or transferred in any other manner to any other individual or entity without X’s express written consent. This license has the sole purpose of enabling you to use and enjoy the benefit of the Services as provided on X, in the manner permitted by these Terms. The Services are protected by copyright, trademark, and other laws of both the United States and other countries. Nothing in the Terms gives you a right to use the X name or Twitter name or any of the X or Twitter trademarks, logos, domain names, other distinctive brand features, and other proprietary rights, and you may not do so without our express written consent. All right, title, and interest in and to the Services (excluding Content provided by users) are and will remain our and our licensors' exclusive property. Any feedback, comments, or suggestions you may provide regarding X, or the Services is entirely voluntary and we will be free to use such feedback, comments or suggestions as we see fit and without any obligation to you. Misuse of the Services You also agree not to misuse the Services, for example, by interfering with them or accessing them using a method other than the interface and the instructions that we provide. You agree that you will not work around any technical limitations in the software provided to you as part of the Services, or reverse engineer, decompile or disassemble the software, except and only to the extent that applicable law expressly permits. You may not do any of the following while accessing or using the Services: (i) access, tamper with, or use non-public areas of the Services, our computer systems, or the technical delivery systems of our providers; (ii) probe, scan, or test the vulnerability of any system or network or breach or circumvent any security or authentication measures; (iii) access or search or attempt to access or search the Services by any means (automated or otherwise) other than through our currently available, published interfaces that are provided by us (and only pursuant to the applicable terms and conditions), unless you have been specifically allowed to do so in a separate agreement with us (NOTE: crawling or scraping the Services in any form, for any purpose without our prior written consent is expressly prohibited); (iv) attempt to circumvent, manipulate, or disable systems and Services, including through "jailbreaking", “prompt engineering or injection", or other methods intended to override or manipulate safety, security or other platform controls; (v) forge any TCP/IP packet header or any part of the header information in any email or posting; (vi) in any way use the Services to send altered, deceptive or false source-identifying information; (vii) engage in any conduct that violates our Platform Manipulation and Spam Policy or any other Rules and Policies , including our Misuse of Reporting Features Policy ; or (viii) interfere with, or disrupt, (or attempt to do so), the access of any user, host or network, including, without limitation, sending a virus, overloading, flooding, spamming, mail-bombing the Services, or by scripting the creation of Content in such a manner as to interfere with or create an undue burden on the Services. It is also a violation of these Terms to facilitate or assist others in violating these Terms, including by distributing products or services that enable or encourage violation of these Terms. Ending These Terms You may end your legal agreement with us at any time by deactivating your accounts and discontinuing your use of the Services. See https://help.x.com/managing-your-account/how-to-deactivate-x-account  for instructions on how to deactivate your account and the Privacy Policy for more information on what happens to your information. We may suspend or terminate your account or cease providing you with all or part of the Services at any time if we reasonably believe: (i) you have violated these Terms or our Rules and Policies , (ii) you create risk or possible legal exposure for us; (iii) your account should be removed due to unlawful conduct; (iv) your account should be removed due to prolonged inactivity; or (v) our provision of the Services to you is no longer commercially viable. We will make reasonable efforts to notify you by the email address associated with your account or the next time you attempt to access your account, depending on the circumstances. To the extent permitted by law, we may also terminate your account or cease providing you with all or part of the Services for any other reason or no reason at our convenience. In all such cases, the Terms shall terminate, including, without limitation, your license to use the Services, except that the following sections shall continue to apply: 2, 3, 5, 6, and the misuse provisions of Section 4 (“Misuse of the Services”). If you believe your account was terminated in error you can file an appeal following the steps found in our Help Center ( https://help.x.com/forms/account-access/appeals ). For the avoidance of doubt, these Terms survive the deactivation or termination of your account.   5. Disclaimers and Limitations of Liability The Services are Available "AS-IS" Your access to and use of the Services or any Content are at your own risk. You understand and agree that the Services are provided to you on an “AS IS” and “AS AVAILABLE” basis. The “X Entities” refers to X Corp., its parents, affiliates, related companies, officers, directors, employees, agents, representatives, partners, and licensors. Without limiting the foregoing, to the maximum extent permitted under applicable law, THE X ENTITIES DISCLAIM ALL WARRANTIES AND CONDITIONS, WHETHER EXPRESS OR IMPLIED, OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. The X Entities make no warranty or representation and disclaim all responsibility and liability for: (i) the completeness, accuracy, availability, timeliness, security or reliability of the Services or any Content; (ii) any harm to your computer system, loss of data, or other harm that results from your access to or use of the Services or any Content; (iii) the deletion of, or the failure to store or to transmit, any Content and other communications maintained by the Services; and (iv) whether the Services will meet your requirements or be available on an uninterrupted, secure, or error-free basis. No advice or information, whether oral or written, obtained from the X Entities or through the Services, will create any warranty or representation not expressly made herein. Limitation of Liability NOTWITHSTANDING ANY OTHER TERMS TO THE CONTRARY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE X ENTITIES SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, RELIANCE OR ANY LOSS OF PROFITS OR REVENUES, WHETHER INCURRED DIRECTLY OR INDIRECTLY, OR ANY LOSS OF DATA, USE, GOODWILL, OR OTHER INTANGIBLE LOSSES, RESULTING FROM (i) YOUR ACCESS TO OR USE OF OR INABILITY TO ACCESS OR USE THE SERVICES; (ii) ANY CONDUCT OR CONTENT OF ANY USER OR THIRD PARTY ON THE SERVICES, INCLUDING WITHOUT LIMITATION, ANY DEFAMATORY, OFFENSIVE OR ILLEGAL CONDUCT OF OTHER USERS OR THIRD PARTIES; (iii) ANY CONTENT OBTAINED FROM THE SERVICES; OR (iv) UNAUTHORIZED ACCESS, USE OR ALTERATION OF YOUR TRANSMISSIONS OR CONTENT. IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE X ENTITIES EXCEED THE GREATER OF ONE HUNDRED U.S. DOLLARS (U.S. $100.00) OR THE AMOUNT YOU PAID US, IF ANY, IN THE PAST SIX MONTHS FOR THE SERVICES GIVING RISE TO THE CLAIM. THE LIMITATIONS OF THIS SUBSECTION SHALL APPLY TO ANY THEORY OF LIABILITY, WHETHER BASED ON WARRANTY, CONTRACT, STATUTE, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, AND WHETHER OR NOT THE X ENTITIES HAVE BEEN INFORMED OF THE POSSIBILITY OF ANY SUCH DAMAGE, AND EVEN IF A REMEDY SET FORTH HEREIN IS FOUND TO HAVE FAILED OF ITS ESSENTIAL PURPOSE. IN THE EVENT ANY PORTION OF THESE LIMITATION OF LIABILITY PROVISIONS IS DEEMED UNENFORCEABLE AS A MATTER OF LAW, THAT LIMITATION SHALL INSTEAD BE THE GREATEST LIMITATION PERMITTED BY LAW. BY AGREEING TO THESE TERMS OR USING THE SERVICES, YOU AGREE, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THAT THE X ENTITIES ARE NOT RESPONSIBLE OR LIABLE TO YOU OR OTHERS FOR THE ACTIONS OR CONDUCT OF USERS AND THIRD PARTIES ON THE SERVICES, OR FOR ANY CONTENT USERS AND THIRD PARTIES SHARE ON THE SERVICES, INCLUDING OFFENSIVE, DEFAMATORY, ILLEGAL OR OTHER OBJECTIONABLE CONTENT. Liquidated Damages Protecting our users’ data and our system resources is important to us. You further agree that, to the extent permitted by applicable law, if you violate the Terms, or you induce or knowingly facilitate others to do so, in addition to all other legal remedies available to us, you will be jointly and severally liable to us for liquidated damages as follows for requesting, viewing, or accessing more than 1,000,000 posts (including reply posts, video posts, image posts, and any other posts) in any 24-hour period - $15,000 USD per 1,000,000 posts. You agree that these amounts are (i) a reasonable estimate of our damages; (ii) not a penalty; and (iii) not otherwise limiting of our ability to recover from you or others under any legal or equitable theory or claim, including but not limited to statutory damages and/or equitable relief. You further agree that repeated violations of these Terms will irreparably harm and entitle us to injunctive and/or other equitable relief, in addition to monetary damages.   6. General We may revise these Terms from time to time. The changes will not be retroactive, and the most current version of the Terms, which will always be at https://x.com/tos , will govern our relationship with you. We will try to notify you of material revisions, for example via a service notification or an email to the email associated with your account. By continuing to access or use the Services after those revisions become effective, you agree to be bound by the revised Terms.  The laws of the State of Texas, excluding its choice of law provisions, will govern these Terms and any dispute that arises between you and us, notwithstanding any other agreement between you and us to the contrary. Notwithstanding any other agreement to the contrary, all disputes related to these Terms, the Services, or any patents — including without limitation disputes related to or arising from any Content (whether your or others’ Content), or your or others’ use of the Services or the complete or partial termination thereof — shall be brought and must proceed exclusively in the federal or state courts located in Tarrant County, Texas, United States, and you consent to personal jurisdiction in those forums and waive any objection as to inconvenient forum. For the avoidance of doubt, the choice of law and forum selection provisions of this paragraph shall apply regardless of whether a dispute or any claims contained therein are based in contract, tort, statute, common law, or otherwise, and the choice of law and forum selection provisions of this paragraph shall apply to pending and future disputes and shall apply to your dispute regardless of when the conduct relating to the dispute arose or occurred. The choice of law and forum selection provisions of this paragraph shall also extend to disputes involving our U.S. corporate affiliates, who are intended third-party beneficiaries of this paragraph. Without prejudice to the foregoing, you agree that, in its sole discretion, X may bring any claim, cause of action, or dispute we have against you in any competent court in the country in which you reside that has jurisdiction and venue over the claim. To the extent permitted by law, you also waive the right to participate as a plaintiff or class member in any purported class action, collective action or representative action proceeding against us or our corporate affiliates. If you are a federal, state, or local government entity in the United States using the Services in your official capacity and legally unable to accept the controlling law, jurisdiction or venue clauses above, then those clauses do not apply to you. For such U.S. federal government entities, these Terms and any action related thereto will be governed by the laws of the United States of America (without reference to conflict of laws) and, in the absence of federal law and to the extent permitted under federal law, the laws of the State of Texas (excluding choice of law). You and X agree that you must initiate any proceeding or action asserting a federal claim within one (1) year of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. You and X agree that you must initiate any proceeding or action asserting a state law claim within two (2) years of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. Otherwise, to the extent permitted by applicable law, you forever waive the right to pursue any claim or cause of action, of any kind or character, based on such events or facts, and such claims or causes of action are permanently barred.  In the event that any provision of these Terms is held to be invalid or unenforceable, then that provision will be limited or eliminated to the minimum extent necessary, and the remaining provisions of these Terms will remain in full force and effect. Our failure to enforce any right or provision of these Terms will not be deemed a waiver of such right or provision. The X User Agreement is written in English but is made available in multiple languages through translations. X strives to make the translations as accurate as possible to the original English version. However, in case of any discrepancies or inconsistencies, the English language version of the X User Agreement shall take precedence. You acknowledge that English shall be the language of reference for interpreting and constructing the terms of the X User Agreement. If you have any questions about these Terms, please contact us . Effective:  January 15, 2026 Archive of Previous Terms   X Terms of Service If you live in the European Union, EFTA States, or the United Kingdom These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affiliates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Internet Unlimited Company (Co. number 503351, VAT number IE9803175Q), an Irish company, which provides X and the Services, with its registered office at One Cumberland Place, Fenian Street Dublin 2, D02 AX07 Ireland. The words “we,” “us,” and “our,” mean X Internet Unlimited Company. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. Content recommendations are made based on a combination of factors: how you engage with the Services, the topics you have indicated that you are interested in, and likes of other users with your similar interests. Adjustments can be made in your settings, and additional information can be found in our Help Center ( https://help.x.com/resources/recommender-systems ). All Content, including anything referenced therein, is the sole responsibility of the person who posted, generate, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies ,  https://help.x.com/rules-and-policies/x-report-violation , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. However, if you have chosen via our features to limit the distribution of your Content to a restricted community, we will respect that choice. You also agree that this license includes the right to analyze text and other information you provide with the view to improve the Services. You agree that this license includes the right for us to (i) provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames if it is appropriate, including for the following reasons: (i) protecting the Services or our users; (ii) compliance with applicable laws or orders from competent authorities; (iii) breach of these Terms or our Rules and Policies or third parties' intellectual property or other rights; (iv) if you or your Content exposes us, other users or any third party to legal or regulatory risk; and/or (v) your prolonged inactivity.  In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do
2026-01-13T08:47:44
https://www.shrm.org/resourcesandtools/hr-topics/behavioral-competencies/global-and-cultural-effectiveness/pages/remote-work-helps-people-with-disabilities-land-jobs.aspx
Remote Work Helps People with Disabilities Land Jobs Skip to main content Personal Business Foundation Close Select Region Global India MENA mySHRM Login MySHRM Dashboard Account Logout BDL Button --> Membership Membership As a SHRM Member®, you’ll pave the path of your success with invaluable resources, world-class educational opportunities and premier events. Membership Tiers Professional Student Global Executive Enterprise Membership Benefits Learning Learning Build capability, credibility, and confidence to influence strategy, shape culture, and drive measurable business impact. SHRM Certification Demonstrate your ability to apply HR principles to real-life situations. Choosing Your Certification SHRM-CP SHRM-SCP How to Get Certified Prepare for the Exam Recertification Seminars Stand out from among your HR peers with the skills obtained from a SHRM Seminar. Specialty Credentials Demonstrate targeted competence and enhance your HR credibility. 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Specialty Credentials Demonstrate targeted competence and enhance your HR credibility. Educational Programs Designed and delivered by HR experts to empower you with the knowledge and tools you need to drive lasting change in the workplace. Essentials of HR eLearning Qualifications Gain a deeper understanding and develop critical skills. Attend back Attend --> --> Events Demonstrate your ability to apply HR principles to real-life situations. SHRM26 Annual Conference & Expo The AI+HI Project 2026 Talent 2026 Linkage Institute 2026 BLUEPRINT 2025 State Conferences Attend a SHRM state event to network with other HR professionals and learn more about the future of work. Seminars Stand out from among your HR peers with the skills obtained from a SHRM Seminar. Webinars Learn live and on demand. Earn PDCs and gain immediate insights into the latest HR trends. Resources back Resources --> --> Resources Stay up to date with news and leverage our vast library of resources. 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2026-01-13T08:47:44
https://www.algolia.com/use-cases/image-search
Allow users to find what they need through image search | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Image search Give users more ways to find what they need With Algolia’s image search, provide your users with a more multifaceted and modern search experience  Get a demo Start building for free *]:border-l md:[&>*:nth-child(1)]:border-none md:[&>*:nth-child(4n+1)]:border-none"> 1.7+ Trillion searches every year 99.999% uptime SLA available 382% ROI according to Forrester Research 18,000+ customers across 150+ countries   Visual recognition with image search and reverse image search Content-based image retrieval Algolia lets you integrate with third-party image-analysis APIs (e.g., Google Cloud Vision) to offer content-based image retrieval (CBIR). As the name implies, CBIR can interpret the content of an image (e.g., its colors, shapes, textures) to provide better content identification compared with the results produced by an online tool using just an image's metadata. Create Image Search or Reverse Image Search Your customers can use the search box to search your index for images from your content or index, or they can search by image (known as “reverse image search”), pasting in an existing picture and looking for what’s similar. The benefits of using Algolia Image Search Using image search is a more common preference than you might think. Whether they’re using the search bar on a computer or mobile device such as an Apple iPhone or Android phone, our picture search functionality makes searching for images a cinch. People can either use words to describe what they want or drag and drop an image to find similar images. Matching images 0 Images that are matches in some way (e.g., other women’s white crew neck T-shirts). Descriptions 0 Names of pictured items, such as toys or home furnishings. Similar things 0 Other items, for instance, among styles of sunglasses, that have similar shapes, colors, or materials. People’s identities 0 The identity of someone (e.g., a celebrity) pictured in an online news photo Places 0 The location shown in an image. Easily create elegant image search Type in keywords To have the image search engine find related images Learn more Past in an image Let our image-analyis feature search for similar images Learn more Easy setup and implementation Enrich your records using a third-party API, or platform such as Google Cloud Vision API, and then, using the same image-recognition platform you’re using to categorize your images, turn the uploaded images into Algolia search queries. 1. Enrich your records Using a third-party API or platform 2. Turn images into queries Using our Algolia Search Get started Recommended content Merchandising in the era of artificial intelligence (AI) The advent of AI heralds a revolutionary opportunity that will change how merchandisers operate & strategize, but ecommerce businesses will face new challenges as they integrate AI-powered technology. Read more An introduction to data-driven AI merchandising Your homepage is the window into your store. But how do merchandisers maximize the power of their online real estate to drive sales, brand experiences, and other critical outcomes? Read more Zeeman improves Search performance & gives customers a 'remarkably simple' experience Zeeman deployed Algolia in record time and hasn’t looked back, iterating, and improving on Search to the benefit of its customers, its e-commerce and merchandising teams — and its revenue. Read more See more Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://dev.to/apisyouwonthatepodcast/episode-6-the-api-handyman-cometh#main-content
Episode 6 - The API Handyman Cometh - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close APIs You Won't Hate Follow Episode 6 - The API Handyman Cometh Mar 24 '20 play Phil and Matt, both in a loose definition of isolation, find time to talk to Arnaud Lauret ( https://twitter.com/apihandyman ) and talk about API Design and Review. We discuss why you should spend time designing and reviewing your API and the process of reviewing API Designs before the code is written. We also ask Arnaud what he looks for while reviewing, the tools he uses to review API design docs and then Phil starts dreaming up what the ideal API Review tooling looks like. We also talk about life in quarantine, as France completely shut down and how Phil made it back in time to England before the lock downs took place. Links: https://stoplight.io - Thank you so much for sponsoring us! https://twitter.com/apihandyman - Arnaud's Twitter https://bit.ly/designwebapis - The Design of Web APIs by Arnaud Lauret https://en.wikipedia.org/wiki/The_Design_of_Everyday_Things - The Design of Everyday Things by Don Norman http://apihandyman.io/ - Arnaud's blog http://apistylebook.com/ - API Stylebook, a collection of API style guides ★ Support this podcast on Patreon ★ Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:44
https://ruul.io/blog/best-portfolio-building-platforms-for-solo-talents
Top Portfolio Building Platforms for Independent Professionals | Ruul Blog Product Payment Requests Get paid anywhere. Sell Services Make your services buyable Sell Products Create once sell forever Subscriptions Get paid on repeat Ruul Space Your personel storefront. One link for everything you offer. Learn more Pricing Resources Partner Programs Referral Program Get 1% for life. Seriously. Affiliate Program Bring users, get paid Partners Let’s grow together. More Blog About us Support Brand Kit For Customers Log in Sign up For Businesses Login Sign up grow Best Portfolio Platforms for Freelancers in 2025 Discover the best portfolio building platforms for solo talents and freelancers to showcase their work and impress potential clients. Explore WP.ruul.io's expert recommendations and find the perfect platform to create a stunning portfolio that stands out. Mert Bulut 5 min read RUUL FOR INDEPENDENCE You chose independence.We make sure you keep it. Sell your time, your talent, whatever you create or build always on your terms. Get started See Example This is also a heading This is a heading Key Points Here is the full list of portfolio platforms you’ll discover in this article: Ruul Space: List skills/services, and easily sell, invoice, and get paid. Behance: Showcase your visual work and network with creatives. Dribbble: Share design "shots," find work, engage. Adobe Portfolio: Create portfolios that integrate with Adobe Creative Cloud. Contra: All-in-one: portfolio, community, jobs, payments. Clippings.me: Showcase written content attractively for writers. WordPress: Total control portfolio/blog for experienced users. Squarespace: Visually strong, customizable portfolios and websites. Webflow: Design complex, interactive portfolios without code. Carbonmade: Build unique portfolios with dynamic blocks. Pixpa: Portfolio, e-commerce, and blog for creatives. Medium: Publish articles, use as a writing portfolio. Notion: Create customizable portfolios with drag-and-drop. Canva: Customize thousands of templates with no design skills required. Struggling to put together your portfolio? Trying to find your best work, style it your way, and navigate dozens of platforms? It’s exhausting. But don’t worry, that ends here. ‍ In this article, you’ll find the 13 best portfolio platforms for freelancers of all kinds.  Whether you’re a designer, writer, developer, or something in between, these modern, user-friendly tools are built for 2025 and beyond. Let’s dive in! Top 14 portfolio platforms for freelancers 13 platforms you can use to build your portfolio in 2025! Ruul Space For whom: Freelancers from all professions who want to sell their products/services in the global market. Use cases:   Customizing your profile for a portfolio,  selling digital products/online services,  creating instantly purchasable service packages,  receiving fast and secure payments from clients,  issuing invoices, and  ensuring legal compliance. Ruul Space works as both a portfolio site and a payment button for you. You can turn clicks into cash with one-tap checkout and no client logins. Ruul’s portfolio tab stands just next to your listed services and products. This creates a much more compact experience for the visitor. As you can see in the screenshot above, the profile design brings everything a potential client wants to know about you.  Plus, there is the payment button. When they buy your services or products, they also get an invoice. If the purchase is for a subscription-based product, they get the invoice automatically every month. When they click on an item in your portfolio, they can view a detailed page to discover everything about your work. There is also a “Work With X” button that opens a message form. When a potential client fills out that form, you get an email from Ruul instantly.  Noticed the small icon next to this button? Clicking it, you can copy the link to this portfolio item and share it wherever you want. It provides an excellent presentation to showcase a specific case study to a potential client in a conversation on another platform.  After that, there is a long text section where you can tell the story behind this work. And of course, you can add more visuals. Let’s say they have no more questions. They can just click and pay. Voila! Moreover, Ruul is an all-in-one platform and a Merchant of Record (MoR) . It means global tax compliance, invoicing, and the payment collection process work flawlessly. You can get paid from 190+ countries in 140+ currencies, including crypto, with the Binance integration . So, you can tap into a global audience without worrying about payments, conversions, or compatibility. Key features of Ruul Space Customization options for personal branding: Stand out with a storefront that reflects your unique style. One-click sales for digital products and services: Sell in seconds with a frictionless checkout experience.  No sign-up required for clients: Remove barriers for buyers to act immediately and gain trust by offering a no-hassle experience. Subscription-based service packages: Unlock recurring revenue with automated billing and enjoy peace of mind from predictable income Accept payments in 140+ currencies and crypto: Get paid by anyone, anywhere, however they prefer, and feel global and future-proof.  Analytics for profile optimization: See what’s working and improve conversions over time, and feel in control of your growth Pricing: It’s free to use Ruul Space as the platform (yes, that’s us!), which cuts only a 5% fixed commission for the invoices.  Behance For whom: Graphic designers , illustrators, photographers, UI/UX designers, web designers, 3D artists, and motion graphic artists Use cases:   Sharing visually-oriented work,  Participating in an extensive creative network and  Sizing business opportunities Behance, developed by Adobe, is a portfolio platform that functions much like a social network. I love that it integrates with the Adobe app. You can showcase your visuals, get real feedback through likes and comments, and connect with a global design community.  Key features of Behance Opportunity to find a job Mobile application support Style customizations Storage and media support Adobe Creative Cloud integration Pricing: Basic features are free, but to unlock all features, you can purchase a Behance Pro subscription for $9.99 per month. Dribbble For whom: UI/UX designers, graphic designers, illustrators, icon designers, and animation artists Use case:   quickly share visual designs ,  search for job opportunities and  interact with other designers Dribbble deserves a mention as it works like a social media network, similar to Behance. Here you can build your portfolio and post quick images called "Shot" (like "Posts" on Instagram). Also, Dribbble can surprise you because it has a high potential for instant engagement. For example, while a normal portfolio does not bring you any interaction, a shot you share on Dribbble can quickly gain attention and reach thousands of views. And it’s your mission to turn the views into sales.  Key features of Dribbble Job board Community communication Portfolio customizations Free design resources Pricing: Dribbble offers basic features for free, such as following designers and browsing jobs. However, to unlock additional customization options, you need to purchase a Pro plan. It costs $8 per month on an annual billing plan and $16 on a standard plan. Adobe Portfolio For whom: Photographers, graphic designers, illustrators, and art directors who are already actively using Adobe Creative Cloud tools Use cases:   Create quick, easy, customizable, and integrated portfolios. Adobe Portfolio's appeal comes from its in-ecosystem simplicity. You can create professional and personalized portfolios in single-page, multi-page, and even mobile-friendly formats without any coding knowledge. Also, if you are already familiar with Adobe programs, the learning curve is low for you. If you already have a Creative Cloud subscription, you can use Adobe Portfolio for free, eliminating other platforms. There is a downside to this: When you cancel your Creative Cloud membership, you lose access to Adobe Portfolio. Key features of Adobe Portfolio Adobe ecosystem Free with Creative Cloud Integrated with Adobe programs Professional fonts with Adobe Fonts Storage and media support Single or multi-page Mobile-friendly portfolio Pricing: You can access Adobe Portfolio with a Behance Pro subscription ($9.99/month) or a Creative Cloud all apps plan ($59.99/month). Contra For whom: UX/UI designers, graphic designers, app developers, and other solo talents Use cases:   Build a creative portfolio,  publish work,  find jobs and  manage payments Sometimes you want to find everything in one platform to avoid digital junk. Contra is one of those all-in-one platforms, so I wanted to include it in the list. You can use it as a link-in-bio site , a portfolio builder, or to find a job. What I didn't like about Contra is that while it claims to be commission-free, many essential features are locked behind a Pro membership. Key features of Contra Portfolio customization (most paid) Project management tools Performance analysis and reporting Access to a global talent network Flexible working opportunities Getting payment Pricing: You can customize portfolios, but if you want to create truly unique designs and apply for job postings on the platform, you can upgrade to the Pro plan for $29 per month. Clippings.me For whom: Journalists, copywriters, bloggers, and other producers of written content who want to showcase their work Use cases:   Displaying written content with an attractive portfolio,  being visible in search engines with SEO optimization,  providing business examples to customers Clippings.me is a professional portfolio-building platform for journalists, bloggers, and all other writers . Unlike the image-heavy sites, this platform has a simpler structure, and it's ideal for texts. Key features of Clippings.me For bloggers and writers Multimedia support Design without coding knowledge Written text presentation SEO friendly Custom domain name Contact form Pricing: Clippings.me offers basic features for free, but you can upgrade to the Premium plan for $9.99 per month to purchase a domain name and access richer themes. WordPress For whom: Writers and content producers who want to combine their portfolio with a blog, designers who want full control over their websites, and freelancers who want to add functionality with plugins according to their specific needs Use cases:  Creating a portfolio where you are in complete control with professional themes and plugins,  becoming directly visible in search engines with SEO work. WordPress is the platform with the highest learning curve on our list. It powers some of the world’s largest websites and offers full flexibility through its open-source structure. Yes, it's not directly built for portfolios, but I'd say it's a perfect place for it. WordPress is one of the best portfolio-building platforms because what you can do is limited only by your imagination, if you know how to use it.  Key features of WordPress Special plugins for Portfolio Ready-made portfolio templates The most advanced theme options Create multiple pages Visibility with SEO Domain name and hosting Analysis and reporting Pricing: The free plan is available, but you will have to use the wordpress.com domain. To unlock more customization and get a custom domain, you can purchase the personal plan for $4 per month. Also, there can be extras as you may need designer support, technical assistance, paid plugins, etc.  Squarespace For whom: Photographers, writers, designers, artists, and other creative freelancers who want to stand out with their images and text Use cases:   Blogging to showcase your expertise, Visibility on search engines. Squarespace is a website builder similar to WordPress but simpler. It includes rich and modern portfolio templates, both ready-made and customizable. You can get your own domain name and even sell your services on the same site with E-commerce integration. My impression of this platform is that it looks very modern and prioritizes visual storytelling. If you have a personal branding goal, you can use Squarespace as your permanent portfolio and personal website. Key features of Squarespace Fully customizable pages Easy design with a drag-and-drop interface Mobile-friendly sites and pages Video and audio integration Multiple pages (contact, about, form) Domain name and hosting E-commerce integration Visitor analysis Pricing: Squarespace does not have a free plan. You have to pay $16 for the most affordable Personal Plan. But they also offer a 14-day trial period for those who want to try it out. Webflow For whom: Professional web designers, UI/UX designers, writers, developers, content producers, and other freelance talent Use cases:   Create professional portfolio sites without coding knowledge,  Have full control over the portfolio,  Create an interactive online presence. Webflow has a steep learning curve, but it's worth it if you want to create eye-catching portfolios that look like works of art. You can use simple or complex images, animations, and interactive buttons to create unique portfolios. It’s not my top choice for portfolios, but I wanted to add it to my list of best portfolio platforms for freelancers because web designers may be interested.  Key features of Webflow Design without code Drag-and-drop interface Special domain names Customizable templates Content upload Visual animations SEO optimization Pricing: You can start for free, but you'll need to use Webflow's domain. You can upgrade to the Basic plan for $14 per month to get a custom domain, create up to 150 pages, and unlock more customization. Carbonmade For whom: Designers, writers, developers, and all other freelancers who want to build a personal web portfolio site without coding knowledge Use cases:  Take full control over the portfolio,  rank in search engines and  create unique portfolios. Carbonmade is a portfolio-building website that aims to go beyond the usual "ready-made template" habit. It focuses on dynamic blocks and allows you to customize everything. So you can have customized portfolios that nobody else has. Key features of Carbonmade Drag-and-drop and intuitive interface Social media integration Portfolio visit analysis Search engine rankings Pricing: Carbonmade doesn't offer a free plan. To get started, you can subscribe to the lowest-priced Beginner Plan for $9/ month. Pixpa For whom: Mainly photographers, designers, writers, and other creative freelance professionals Use case:   Create a personal portfolio site,  Sell with e-commerce integration and  Use blog traffic to attract customers. Pixpa is basically a website-building tool, but it stands out with its all-in-one use case. For example, you can add e-commerce integration to your personal portfolio website to sell your digital products and services. You can also create a blog on Pixpa, making it easier for your personal portfolio site to rank in search engines.  Key features of Pixpa Drag-and-drop simplicity E-commerce integration Adding a blog Mobile responsiveness SEO tools Pricing: Pixpa doesn't offer a free plan, and the lowest-priced one starts at $10 per month. Medium For whom: Writers, marketers, journalists, designers, and all other creative workers who want to use their writing and design as a portfolio Use cases:   Have a personal blog site,  Get organic traffic from Google,  Show case studies to clients Medium is a social media platform for sharing blog posts. The simple text editor makes it incredibly easy to format posts, and even if you know almost nothing, you can easily adapt. Especially if you're a freelance writer, I think you'd love to publish posts on Medium and use it as a portfolio so that you can tell your clients, "here's my sample work" with a link to your blog. Apart from that, the fact that Medium has its own large readership and gets organic traffic on Google is also a great advantage. Key features of Medium Simple text editor Fast blog publishing Gaining followers Access to the community Wide readership SEO optimization Mobile compatible Pricing: You can create a free account on Medium and start publishing your first posts. But to connect your custom domain, monetize your posts, and read other writers' posts unlimitedly, you'll need to pay $5 per month. Notion For whom: All freelancers who want to create a portfolio with a drag-and-drop interface and make it publicly available Use cases:   Create a gallery of writing samples and a services page,  Categorize with a database,  Add customer reviews. Notion is globally recognized as the best note app. But it would be unfair to call it a note app. Now you can turn the pages here into a website, publish them on the internet, and share them with other people. Notion's drag-and-drop interface, rich content blocks, and customizable pages really exceed expectations. Freelancers usually find it cool but way too complicated, while there are many easier options.  To create a good portfolio, consider purchasing ready-made templates. Or just use Ruul , because it looks much more appealing aesthetically, and this pay button changes the game.  Key features of Notion Customizable pages Drag-and-drop interface Visual and written galleries Rich content blocks Database creation Public publishing Pricing: Notion's basic features are free. You can purchase a Plus subscription for $12 per month to get unlimited file uploads, access to Notion AI, and create sites with custom domains. Canva For whom: All freelancers, regardless of their graphic design skills. Use cases:   Quickly creating a portfolio using ready-made templates. Building customized portfolios with a drag-and-drop interface. Publishing portfolios online to make them discoverable on the web. Key features of Canva Unique portfolios with a library of thousands of templates Easy customization with a drag-and-drop interface Ready-made templates customized by profession Publishing the portfolio as a website Interactive elements like clickable buttons Easy file exporting and publishing Statistics to track portfolio performance Is there anyone left who hasn't heard of Canva?  It's useful for so many things that it's almost impossible not to have heard of it. If you're someone who likes to get things done quickly and easily, Canva might be perfect for you. The best part about Canva is that users can share the templates they create with others. You can publish your own or use someone else's. This flexibility expands Canva's template library day by day. And so, when you type "Portfolio for writers" into the search box, you'll find templates in the exact style you're looking for. Do this for other professions as well—graphic designer, software developer, social media manager, or anything else. However, I suggest changing the colors, fonts, and theme of the templates you find in your searches instead of using them directly. This way, you show respect to the template creators and ensure you won't see an identical portfolio elsewhere. There's one more thing: Canva's publishable portfolio websites. It means you can use your portfolio as a link-in-bio tool. Set up the site, customize it, publish it, and add it to your social media bio. You can use this feature for free with Canva's own domain. How does Ruul Space help freelancers? When clients browse your portfolio, they make that critical decision in seconds: "I should work with this person," or "Maybe I'll check back later."  So, what's the most effective way to get them to act immediately? Of course, a "Buy" button. This is what Ruul Space does. It transforms your portfolio into a powerful sales tool, allowing your clients to purchase your services with a single click.  Reach Global Clients in 190 Countries Get Paid in 140 Different Currencies Step into the World of Crypto with Binance Integration Stay Secure and Compliant with Tax Regulations Save Time with Automated Invoicing See Payments in Your Account, Hassle-Free Join Ruul today to turn your portfolio into a sales machine and increase your client acquisition rates! FAQs 1. Why is a strong portfolio crucial for freelancers? Your portfolio is the first impression that gets you gigs; it builds trust and shows clients you're legitimate for fast, confident decisions. 2. Visual work vs. writing: different portfolio needs? Yes, visually heavy sites like Behance are ideal for creative design, while platforms like Clippings.me are better suited for showcasing written articles attractively. 3. Can I build a portfolio without coding skills? Absolutely, many platforms, such as Adobe Portfolio or Clippings.me, allow you to create professional portfolio sites without any coding knowledge. ABOUT THE AUTHOR Mert Bulut Mert Bulut is an innate entrepreneur, who after completing his education in Management Engineering (BSc) and Programming (MSc), co-founded Ruul at the age of 27. His achievements in entrepreneurship were recognized by Fortune magazine, which named him as one of their 40 under 40 in 2022. More Global Freelance Developer Rates Everyone talks about freelance developer rates without being specific. As a developer, if you need a guide to find your prices, here it is. Read more Lemon Squeezy vs Gumroad Compare LemonSqueezy and Gumroad for digital creators: fees, features, payment options, and best use cases in 2025. Read more What Is Goods And Services Tax (GST)? Everything You Need To Know Learn the fundamentals of Goods and services tax, including definition, features, and implementation. Explore its impact on businesses, freelancers, and consumers. Read more MORE THAN 120,000 Independents Over 120,000 independents trust Ruul to sell their services, digital products, and securely manage their payments. FROM 190 Countries Truly global coverage: trusted across 190 countries with seamless payouts available in 140 currencies. PROCESSED $200m+ of Transactions Over $200M successfully processed, backed by an 8-year legacy of secure, reliable transactions trusted by independents worldwide. FREQUENTLY ASKED QUESTIONS Everything you need to know. Get clear, straightforward answers to the most common questions about using Ruul. hey@ruul.io What is Ruul? Ruul is a merchant-of-record platform helping freelancers and creators globally sell services, digital products, subscriptions, and easily get paid. Who is Ruul for? Ruul is designed for freelancers, creators, and independent professionals who want a simple way to sell online and get paid globally. How does Ruul work? Open an account, complete a quick verification (KYC), and link your payout account. Then, start selling through your store or send payment requests to customers instantly. How does pricing work? Signing up is free. There are no subscription or hidden fees. Ruul charges a small commission only when you sell or get paid through the platform. What is a Merchant of Record? A merchant of record is the legal seller responsible for processing payments, handling taxes, and managing compliance for each transaction. What can I sell on Ruul? You can sell services, digital products, license keys, online courses, subscriptions, and digital memberships. How do I get paid on Ruul? Add your preferred bank account, digital wallet, or receive payouts in stablecoins as crypto. Funds arrive within 24 hours after a payout is triggered. OPEN AN ACCOUNT START MAKING MONEY TODAY ruul.space/ Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. 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2026-01-13T08:47:44
https://dev.to/anand12/everything-you-need-to-know-about-hackathons
Everything you need to know about Hackathons - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close #WithAnand Follow Everything you need to know about Hackathons Oct 6 '21 play Hackathon is a word creation of the words hack(-ing) and marathon. In this context, hacking stands for the development of software- or hardware solution and the marathon describes the format, which is a 1–3 days lasting event. Usually, it takes place in a spacious venue, which fits sometimes several hundred hackers.  Read Blog: https://muthuannamalai.tech/everything-you-need-to-know-about-hackathons --- Send in a voice message: https://anchor.fm/anand12/message Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:44
https://open.forem.com/t/career
Career - Open Forem Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Open Forem Close Career Follow Hide This tag is for anything relating to careers! Job offers, workplace conflict, interviews, resumes, promotions, etc. Create Post submission guidelines All articles and discussions should relate to careers in some way. Pretty much everything on dev.to is about our careers in some way. Ideally, though, keep the tag related to getting, leaving, or maintaining a career or job. about #career A career is the field in which you work, while a job is a position held in that field. Related tags include #resume and #portfolio as resources to enhance your #career Older #career posts 1 2 3 4 5 6 7 8 9 … 75 … 833 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Working With Images That Outlive Their Stories Aaron Cole Aaron Cole Aaron Cole Follow Dec 27 '25 Working With Images That Outlive Their Stories # watercooler # career # photography Comments Add Comment 5 min read Infrastructure Workforce Development in India: A Roadmap to 2030 Incoban Insights Incoban Insights Incoban Insights Follow Dec 27 '25 Infrastructure Workforce Development in India: A Roadmap to 2030 # career # management # productivity Comments Add Comment 3 min read Clinical Project Associate: Understanding the Key Roles and Responsibilities Clinilaunch Bangalore Clinilaunch Bangalore Clinilaunch Bangalore Follow Dec 23 '25 Clinical Project Associate: Understanding the Key Roles and Responsibilities # career Comments Add Comment 5 min read Managing the Energy of Regional Food Truck Events Marcus Delgado Marcus Delgado Marcus Delgado Follow Dec 15 '25 Managing the Energy of Regional Food Truck Events # career # management # productivity Comments Add Comment 8 min read How to Search Academic Articles to Invalidate a Patent: A Practical Guide for IP Professionals Zainab Imran Zainab Imran Zainab Imran Follow for PatentScanAI Dec 15 '25 How to Search Academic Articles to Invalidate a Patent: A Practical Guide for IP Professionals # career # learning # productivity 1  reaction Comments Add Comment 8 min read Mushroom Revenue Brian Kim Brian Kim Brian Kim Follow Dec 12 '25 Mushroom Revenue # career # productivity Comments Add Comment 2 min read Mushroom Revenue Brian Kim Brian Kim Brian Kim Follow Dec 12 '25 Mushroom Revenue # discuss # career # watercooler Comments Add Comment 2 min read How Driving Lab Samples Shaped My Sense Of Purpose Calvin Mercer Calvin Mercer Calvin Mercer Follow Dec 11 '25 How Driving Lab Samples Shaped My Sense Of Purpose # watercooler # career # motivation Comments Add Comment 9 min read Keeping Flow Steady in a Busy Treatment Plant Harold Danner Harold Danner Harold Danner Follow Dec 11 '25 Keeping Flow Steady in a Busy Treatment Plant # discuss # career # watercooler Comments Add Comment 7 min read How Skill Development Can Improve Construction Quality in India Incoban Insights Incoban Insights Incoban Insights Follow Dec 11 '25 How Skill Development Can Improve Construction Quality in India # career # learning # productivity Comments Add Comment 3 min read Life Behind the Bubble Tea Counter Mira Linton Mira Linton Mira Linton Follow Dec 4 '25 Life Behind the Bubble Tea Counter # watercooler # career Comments Add Comment 7 min read Seeking Guidance: A 21-Year-Old’s Fight to Build a Future in Tech yahya karakaya yahya karakaya yahya karakaya Follow Dec 3 '25 Seeking Guidance: A 21-Year-Old’s Fight to Build a Future in Tech # webdev # career # learning # leadership Comments Add Comment 1 min read Taliban’s Silent Cage: Afghan Girls’ Futures Locked Away Skye Wright Skye Wright Skye Wright Follow Dec 1 '25 Taliban’s Silent Cage: Afghan Girls’ Futures Locked Away # discuss # career Comments Add Comment 1 min read Looking for a Blockchain Developer to Upgrade Our Web Game (EVM Integration) Elony James Elony James Elony James Follow Dec 1 '25 Looking for a Blockchain Developer to Upgrade Our Web Game (EVM Integration) # gamedev # software # webdev # career Comments Add Comment 1 min read Nitin Joshi: Navigating Market Cycles with Rationality and Discipline Delhi Financial Ledger Delhi Financial Ledger Delhi Financial Ledger Follow Dec 2 '25 Nitin Joshi: Navigating Market Cycles with Rationality and Discipline # career # motivation # productivity Comments Add Comment 4 min read Beginner’s Guide to IT Support Ticketing Systems Amit khan Amit khan Amit khan Follow Nov 27 '25 Beginner’s Guide to IT Support Ticketing Systems # beginners # career # helpedesk # productivity Comments 1  comment 3 min read ## ⏳ From Dot-Com Bubble to Digital Hype: Learning from the Past Jean Klebert de A Modesto Jean Klebert de A Modesto Jean Klebert de A Modesto Follow Nov 27 '25 ## ⏳ From Dot-Com Bubble to Digital Hype: Learning from the Past # discuss # productivity # career # beginners 3  reactions Comments Add Comment 2 min read Attracting Top Talent: Strategies for Dairy Industry Recruitment Success Alyssa Miller Alyssa Miller Alyssa Miller Follow Nov 28 '25 Attracting Top Talent: Strategies for Dairy Industry Recruitment Success # career # management Comments Add Comment 5 min read HOW TO BECOME AN INTELLIGENT MAN. arunabraham9947 arunabraham9947 arunabraham9947 Follow Nov 27 '25 HOW TO BECOME AN INTELLIGENT MAN. # career # motivation # productivity Comments Add Comment 7 min read Securing Legacy: Effective Succession Planning for Dairy Farms Alyssa Miller Alyssa Miller Alyssa Miller Follow Nov 26 '25 Securing Legacy: Effective Succession Planning for Dairy Farms # career # leadership # management Comments Add Comment 5 min read Workaholic: risque essa palavra da sua vida! 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Securing Legacy: Effective Succession Planning for Dairy Farms Mushroom Revenue How ESG-Linked Salary Is Changing Corporate Leadership How to Search Academic Articles to Invalidate a Patent: A Practical Guide for IP Professionals How to Audit Your AI Skill Gaps With a One-Page Matrix Infrastructure Workforce Development in India: A Roadmap to 2030 Three Decades of Bidding: At the Edge of Transformation Taking Responsibility Making Money: Explained! 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Open Forem — A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://www.algolia.com/industries/higher-education
Build search & discovery for your SAAS company | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Higher Education Get fast, affordable, and powerful site search Turn search into the heart of your campus so students, families, and faculty can find every program, service, and resource in one place. Get a custom demo More than 18,000 organizations in 150+ countries trust Algolia Help students and faculty achieve their goals Poor search experiences have been shown to cause frustration and disengagement, risking lost applicants to competing institutions. With Algolia, your university site can meet their expectations for fast, intuitive, AI-powered results to help them find course materials, housing, financial aid, credit transfers, study abroad options, how to use their meal plan, and more. Federate search across campus Modern campuses are complex. Departments run their own systems, content lives in multiple platforms, and information often feels buried. Algolia unifies your digital ecosystem—turning a fragmented web presence into a connected experience that reflects your institution’s mission and values. Learn more Add natural language understanding Students search with everyday phrases like “housing application” or “course requirements,” but campus websites often use formal terms. Algolia closes that gap with built-in natural language understanding and synonym handling—so visitors find what they need, even if their words don’t match the page exactly. Learn more Measure and improve results Identify what visitors are searching for and what queries lead to dead ends. Built-in analytics help your team take concrete steps to improving relevance, user experience, and outcomes.  Learn more Be conversational Ask AI is a powerful solution that can answer questions right in the search bar. Whether a student types "How do I apply for housing?" or "Can I get credit for studying in Spain?", they’ll get clear, relevant, and hallucination-free answers from your official sources, not just a list of links. Learn more Speak their language Campus populations are multilingual, so your search should be too. Algolia supports multilingual search out of the box, helping your institution deliver inclusive experiences without managing multiple search systems in the language that visitors prefer. Learn more --> Search you can rely on AI-powered relevance Semantic, personalized results to better understand user intent and get visitors the information they’re looking for, fast.  Learn more Control without code Technical and non-technical users alike can customize ranking and relevance using low/no-code tools. Learn more Built to scale High-availability, multi-region architecture ensures you can deliver results at scale, even during peak seasons. Learn more Actionable insights Use built-in analytics to understand user intent, optimize content, and reduce friction. Learn more Make everything searchable Index your CMS, help desk, PDFs, and custom campus-wide systems to provide a comprehensive service. Learn more Easily integrate search in any environment Algolia is an API-first solution with dozens of pre-built libraries that give IT teams programmatic control over indexing, search configuration, and UI behavior. Deploy fast, flexible search interfaces that integrate seamlessly with your school’s architecture—no fixed frontend or rigid templates required. View developer hub Core features powering exceptional site search NeuralSearch Algolia NeuralSearch combines traditional keyword search with modern vector-based semantic understanding—delivering relevant results for any query, instantly. Crawler Automatically index content across your site, even without structured data or a backend connection.  Search API Build fast, flexible search into any digital experience with a robust, developer-friendly API. Autocomplete Guide users to the right results instantly with predictive search suggestions and smart query completion. InstantSearch Deliver results as users type for a seamless, zero-latency experience. Filters & facets Let users refine results by category, type, or any custom attribute to improve discoverability and control. Personalization Adapt results to individual users based on behavior, preferences, and intent. Ensure that every user sees content and features tailored to their journey. AI Ranking Go beyond static rules with dynamic ranking powered by machine learning.  See how it looks on your site Complete the form to get a custom demo built for your college or university website. Someone will create a demo and connect with you to see the results.   Higher education FAQs How does Algolia integrate with our existing CMS or student information systems? 0 Algolia is platform-agnostic and easily integrates with most content management systems (CMS), portals, and SIS platforms via APIs and connectors—no need to overhaul your tech stack. Can we customize the search experience for different departments or audiences? 0 Yes. Algolia gives you full control over how results are ranked and displayed. You can tailor search relevance, UI, and content sources by audience—students, faculty, staff, or alumni. How does Algolia handle multilingual content and search queries? 0 Algolia supports multilingual indexing and querying out of the box. This allows you to serve international and multilingual users without maintaining separate search implementations What kind of support and analytics do we get? 0 You get access to detailed search analytics, usage dashboards, and support plans tailored to your institution’s needs. We also offer documentation, implementation guidance, and expert support. Try the AI search that understands Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://www.algolia.com/
The AI Retrieval Platform - Agentic | Generative | Search Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Agentic. Generative. Search One AI retrieval platform to power them all Explore the platform Powering AI retrieval across use cases More than 18,000 customers across 150+ countries use Algolia to power agentic, generative, and search experiences across these use cases and more. Product Discovery Help users find the right products instantly with retrieval that identifies relevant items and features—like filtering, facets, and business rules—that optimize results for the KPIs you care about most. Learn more . Generative AI Ensure every AI response is accurate and on-brand with RAG that grounds outputs in your verified data and stays consistent with your search logic. Learn more . Guided Shopping Guide shoppers to a confident purchase faster with intent-aware retrieval that adapts to their needs instantly.  Learn more . Documentation Reduce support load and speed up problem-solving with retrieval that quickly identifies the right content and delivers precise answers. Learn more . See more capabilities Your browser does not support the video tag. A recognized Leader, two years in a row Algolia is recognized in the 2025 Gartner® Magic Quadrant™ Report for Search and Product Discovery two years running. Download a complimentary copy of the report today. Download --> Solutions that fulfill your business goals Here are just some of the ways Algolia technology provides value from day 1. Quickly surface the right content Your   customers get relevant results to find precisely what they’re looking for — in milliseconds. Learn more Understand user intent AI algorithms are used to predict and show results from the most likely category of content in your index. Learn more Stay on top of trends See how customers are interacting with your content to improve user experience and improve your KPIs. Learn more Personalize for more engagement Build unique visitor journeys that lead your customers to convert over and over again . Learn more Create buying urgency Algolia AI is always learning what drives conversion and reranks content to push better outcomes. Learn more Easily integrate search in any environment Index your content with our API clients or partner integrations, fine-tune your rankings, and launch with our UI components. All in minutes. View developer hub Proven impact Find out how Algolia performs for some of the world’s most dynamic businesses. +112% CVR boost +30% conversion rate 4x conversion rate improvement 100x faster workflow 34% increased search revenue 360% increased conversion rate +35% conversion rate improvement +10% more page views View all customer stories Trusted integrations and partnerships Get   up and running quickly with pre-built integrations on some of the most popular platforms.  See all integrations Compliant. Secure. Award-winning. Secure and reliable so every customer can run at scale. BSI C5 GDPR CCPA ISO27001 ISO27001 SOC 2 Type 2 SOC 3 Learn more Your browser does not support the video tag. Harness the power of goal driven AI search with Algolia Get Started Get a demo Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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2026-01-13T08:47:44
https://x.com/tos#intlTerms
X Terms of Service Skip to main content Terms of Service <path opacity="0" d="M0 0h24v24H0z" /> <path d="M17.207 11.293l-7.5-7.5c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414L15.086 12l-6.793 6.793c-.39.39-.39 1.023 0 1.414.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-arrow-left="<svg width="28px" height="28px" viewbox="0 0 28 28" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="none" class="twtr-icon u01b__icon-arrow-left"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd" stroke-linecap="round"> <g transform="translate(-1216.000000, -298.000000)" stroke-width="2.25"> <g transform="translate(1200.000000, 282.000000)"> <g transform="translate(17.000000, 17.000000)"> <path d="M0.756410256,12.8589744 L25.7179487,12.8589744"></path> <path d="M13.2371795,25.3397436 L25.7179487,12.8589744"></path> <path d="M13.2371795,12.4807692 L25.3397436,0.378205128" transform="translate(19.288462, 6.429487) rotate(-90.000000) translate(-19.288462, -6.429487) "></path> </g> </g> </g> </g> </svg>" data-icon-chevron-down="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M20.207 7.043c-.39-.39-1.023-.39-1.414 0L12 13.836 5.207 7.043c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414l7.5 7.5c.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-close="<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewbox="0 0 24 24" style="enable-background:new 0 0 24 24;" xml:space="preserve" aria-hidden="true" focusable="false" role="none" class="twtr-icon--md"> <g> <g> <defs> <rect id="SVGID_1_" x="-468" y="-1360" width="1440" height="3027" /> </defs> <clippath id="SVGID_2_"> <use xlink:href="#SVGID_1_" style="overflow:visible;" /> </clippath> </g> </g> <rect x="-468" y="-1360" class="st0" width="1440" height="3027" style="fill:rgb(0,0,0,0);stroke-width:3;stroke:rgb(0,0,0)" /> <path d="M13.4,12l5.8-5.8c0.4-0.4,0.4-1,0-1.4c-0.4-0.4-1-0.4-1.4,0L12,10.6L6.2,4.8c-0.4-0.4-1-0.4-1.4,0c-0.4,0.4-0.4,1,0,1.4 l5.8,5.8l-5.8,5.8c-0.4,0.4-0.4,1,0,1.4c0.2,0.2,0.4,0.3,0.7,0.3s0.5-0.1,0.7-0.3l5.8-5.8l5.8,5.8c0.2,0.2,0.5,0.3,0.7,0.3 s0.5-0.1,0.7-0.3c0.4-0.4,0.4-1,0-1.4L13.4,12z" /> </svg>" data-icon-search="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M22.06 19.94l-3.73-3.73C19.38 14.737 20 12.942 20 11c0-4.97-4.03-9-9-9s-9 4.03-9 9 4.03 9 9 9c1.943 0 3.738-.622 5.21-1.67l3.73 3.73c.292.294.676.44 1.06.44s.768-.146 1.06-.44c.586-.585.586-1.535 0-2.12zM11 17c-3.308 0-6-2.692-6-6s2.692-6 6-6 6 2.692 6 6-2.692 6-6 6z" /> </svg>" data-icon-search-submit="<svg width="21" height="21" viewbox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="none" class="twtr-icon"> <path fill-rule="evenodd" clip-rule="evenodd" d="M16.33 14.21L20.06 17.94C20.646 18.525 20.646 19.475 20.06 20.06C19.768 20.354 19.384 20.5 19 20.5C18.616 20.5 18.232 20.354 17.94 20.06L14.21 16.33C12.738 17.378 10.943 18 9 18C4.03 18 0 13.97 0 9C0 4.03 4.03 0 9 0C13.97 0 18 4.03 18 9C18 10.942 17.38 12.737 16.33 14.21ZM3 9C3 12.308 5.692 15 9 15C12.308 15 15 12.308 15 9C15 5.692 12.308 3 9 3C5.692 3 3 5.692 3 9Z" fill="white" /> </svg>" data-bg-color="white-neutral" data-root-page-title="Terms of Service" data-search-placeholder="Search" data-search-query-key="q" data-search-query-type="?" data-scribe-element="RJPO" data-scribe-section="u01b-navigation" data-cta-enabled="true" data-cta-text="Download PDF" data-cta-link="https://cdn.cms-twdigitalassets.com/content/dam/legal-twitter/site-assets/terms-of-service-2025-05-08/en/x-terms-of-service-2025-05-08.pdf" data-cta-link-new-tab="true"> Terms of Service We have made some updates to our Terms of Service. This version of the Terms of Service will go into effect on January 15, 2026. Until then, the current Terms of Service continue to apply.   Summary of our Terms These Terms of Service (“Terms”) are part of the User Agreement – a legally binding contract governing your relationship with X. You should read these Terms in full, but here are a few key things you should take away: You will see advertising on the platform: In exchange for accessing the Services, X and our third-party providers and partners may display advertising to you. When posting Content and otherwise using the Services, you must comply with this User Agreement and Applicable Law: You are responsible for your use of the Services and your Content. You must comply with the User Agreement, including all applicable policies and rules, and all applicable laws. You must abide by the Services’ acceptable use terms: You may not access the Services in any way other than through the currently available, published interfaces that we provide. For example, this means that you cannot scrape the Services without X’s express written permission, try to work around any technical limitations we impose, or otherwise attempt to disrupt the operation of the Services. We have broad enforcement rights: X reserves the right to take enforcement actions against you if you do violate these terms, such as, for example, removing your Content, limiting visibility, discontinuing your access to X, or taking legal action. Certain jurisdictions, including the European Union and the United Kingdom, also impose obligations on X to enforce against not only illegal content but also categories of content deemed by law to be “harmful” or “unsafe.” As a result, your Content or account may be subject to restrictions in those jurisdictions. We may also suspend or terminate your account for other reasons, such as prolonged inactivity, risk of legal exposure, or commercial inviability.  There are intellectual property licenses in these Terms: You retain ownership and rights to any of your Content you post or share, and you provide us with a broad, royalty-free license to make your Content available to the rest of the world and to let others do the same. Conversely, we provide you a license to use the software we provide as part of the Services, such as the X mobile application, solely for the purpose of enabling you to use and enjoy the benefit of the Services.  Your use of the Services is at your own risk: We provide the Services on an “AS IS” and “AS AVAILABLE” basis, and we disclaim all warranties, responsibility, and liability to you or others to the extent permitted by law. You may be exposed to offensive or harmful Content posted by other users. The Services may change from time to time, and we may limit or terminate availability of the Services or particular features to you or other users at any time.  You have remedies and redress mechanisms, but our liability is limited: You have a right to terminate this agreement at any time by deactivating your account and discontinuing use of the Services. Depending on your country of residence, we may not be liable for certain types of damages as described in the agreement, and in any event, our aggregate liability shall not exceed the greater of $100 USD or the amount you paid us, if any, in the past six months for the Services giving rise to the claim. Further, if you believe that your Content has been displayed on the Services in an unauthorized manner that constitutes copyright infringement, the reporting process is detailed in these Terms. If you are a recipient of the X Service in the United Kingdom, you may challenge enforcement actions (such as Content removal or account suspension) that breach these Terms by filing a complaint through our internal complaints process or by bringing a claim in a competent court, as provided under the Online Safety Act 2023. You can find details on how to file a complaint here . If you are a recipient of the X Service in the European Union, you may challenge certain decisions we make under the Digital Services Act (Regulation (EU) 2022/2065) via our internal process or via out-of-court dispute settlement as described here . Please also note that these Terms incorporate our Privacy Policy ( https://x.com/privacy ) as well as other terms applicable to your use of the Services and your Content. Finally, these Terms may vary depending on where you live, but in any case, you must be at least 13 years old to use X. If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies. If you live in the European Union, EFTA States, or the United Kingdom, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies.   X Terms of Service If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affilitates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Corp., which provides X and the Services, with its registered office at 865 FM 1209, Building 2, Bastrop, TX 78602 U.S.A. The words “we,” “us,” and “our” mean X Corp. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or our affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. All Content, including anything referenced therein, is the sole responsibility of the person who posted, generated, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies , https://help.x.com/rules-and-policies/x-report-violation#specific-violations , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. You agree that this license includes the right for us to (i) analyze text and other information you provide and to otherwise provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames without liability to you. In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do not disclose personally-identifying information to third parties except in accordance with our Privacy Policy . Certain services or features may be offered on X for which additional terms and conditions may apply in connection with your use of those services. By using or paying for any of these additional services, you agree to any additional terms applicable to those services, and those additional terms become part of our agreement with you. If any of the applicable additional terms conflict with these Terms, the additional terms will prevail while you are using those services to which they apply. If you use paid features, products, or services of the Services, you agree to the applicable Terms for Paid Services ( https://legal.x.com/purchaser-terms ). If you use developer features, products, or services of the Services, including but not limited to X for Websites ( https://developer.x.com/docs/x-for-websites ), X Cards ( https://developer.x.com/docs/x-for-websites/cards/overview/abouts-cards ), Public API ( https://developer.x.com/docs ), or Sign in with X ( https://docs.x.com/resources/fundamentals/authentication/guides/log-in-with-x ), you agree to our Developer Agreement ( https://developer.x.com/developer-terms/agreement ) and Developer Policy ( https://developer.x.com/developer-terms/policy ). If you want to reproduce, modify, create derivative works, distribute, sell, transfer, publicly display, publicly perform, transmit, or otherwise use the Services or Content on the Services, you must use the interfaces and instructions we provide, except as permitted through the Services, these Terms, or the terms provided on https://developer.x.com/developer-terms . Otherwise, all such actions are strictly prohibited. If you are a security researcher, you are required to comply with the rules of our  Vulnerability Reporting Program ( https://hackerone.com/x ). The requirements set out in the preceding paragraph may not apply to those participating in our Vulnerability Reporting Program. If you use advertising features, products, or services of the Services in any way, including but not limited to self-service and managed service offerings, you agree that your use of the advertising features, products, and services as well as your advertisements are subject to the terms of our  Master Services Agreement ( https://ads.x.com/terms ). Your Account You may need to create an account to use the Services. You are responsible for safeguarding your account, so use a strong password and limit its use to this account, and use two-factor authentication via an authenticator app or security key. We cannot and will not be liable for any loss or damage arising from your failure to comply with the above. You can control most communications from the Services. We may need to provide you with certain communications, such as service announcements and administrative messages. These communications are considered part of the Services and your account, and you may not be able to opt-out from receiving them. If you added your phone number to your account and you later change or deactivate that phone number, you must update your account information to help prevent us from communicating with anyone who acquires your old number. Your License to Use the Services We give you a personal, worldwide, royalty-free, non-assignable and non-exclusive license to use the software provided to you as part of the Services. This license cannot be assigned, gifted, sold, shared or transferred in any other manner to any other individual or entity without X’s express written consent. This license has the sole purpose of enabling you to use and enjoy the benefit of the Services as provided on X, in the manner permitted by these Terms. The Services are protected by copyright, trademark, and other laws of both the United States and other countries. Nothing in the Terms gives you a right to use the X name or Twitter name or any of the X or Twitter trademarks, logos, domain names, other distinctive brand features, and other proprietary rights, and you may not do so without our express written consent. All right, title, and interest in and to the Services (excluding Content provided by users) are and will remain our and our licensors' exclusive property. Any feedback, comments, or suggestions you may provide regarding X, or the Services is entirely voluntary and we will be free to use such feedback, comments or suggestions as we see fit and without any obligation to you. Misuse of the Services You also agree not to misuse the Services, for example, by interfering with them or accessing them using a method other than the interface and the instructions that we provide. You agree that you will not work around any technical limitations in the software provided to you as part of the Services, or reverse engineer, decompile or disassemble the software, except and only to the extent that applicable law expressly permits. You may not do any of the following while accessing or using the Services: (i) access, tamper with, or use non-public areas of the Services, our computer systems, or the technical delivery systems of our providers; (ii) probe, scan, or test the vulnerability of any system or network or breach or circumvent any security or authentication measures; (iii) access or search or attempt to access or search the Services by any means (automated or otherwise) other than through our currently available, published interfaces that are provided by us (and only pursuant to the applicable terms and conditions), unless you have been specifically allowed to do so in a separate agreement with us (NOTE: crawling or scraping the Services in any form, for any purpose without our prior written consent is expressly prohibited); (iv) attempt to circumvent, manipulate, or disable systems and Services, including through "jailbreaking", “prompt engineering or injection", or other methods intended to override or manipulate safety, security or other platform controls; (v) forge any TCP/IP packet header or any part of the header information in any email or posting; (vi) in any way use the Services to send altered, deceptive or false source-identifying information; (vii) engage in any conduct that violates our Platform Manipulation and Spam Policy or any other Rules and Policies , including our Misuse of Reporting Features Policy ; or (viii) interfere with, or disrupt, (or attempt to do so), the access of any user, host or network, including, without limitation, sending a virus, overloading, flooding, spamming, mail-bombing the Services, or by scripting the creation of Content in such a manner as to interfere with or create an undue burden on the Services. It is also a violation of these Terms to facilitate or assist others in violating these Terms, including by distributing products or services that enable or encourage violation of these Terms. Ending These Terms You may end your legal agreement with us at any time by deactivating your accounts and discontinuing your use of the Services. See https://help.x.com/managing-your-account/how-to-deactivate-x-account  for instructions on how to deactivate your account and the Privacy Policy for more information on what happens to your information. We may suspend or terminate your account or cease providing you with all or part of the Services at any time if we reasonably believe: (i) you have violated these Terms or our Rules and Policies , (ii) you create risk or possible legal exposure for us; (iii) your account should be removed due to unlawful conduct; (iv) your account should be removed due to prolonged inactivity; or (v) our provision of the Services to you is no longer commercially viable. We will make reasonable efforts to notify you by the email address associated with your account or the next time you attempt to access your account, depending on the circumstances. To the extent permitted by law, we may also terminate your account or cease providing you with all or part of the Services for any other reason or no reason at our convenience. In all such cases, the Terms shall terminate, including, without limitation, your license to use the Services, except that the following sections shall continue to apply: 2, 3, 5, 6, and the misuse provisions of Section 4 (“Misuse of the Services”). If you believe your account was terminated in error you can file an appeal following the steps found in our Help Center ( https://help.x.com/forms/account-access/appeals ). For the avoidance of doubt, these Terms survive the deactivation or termination of your account.   5. Disclaimers and Limitations of Liability The Services are Available "AS-IS" Your access to and use of the Services or any Content are at your own risk. You understand and agree that the Services are provided to you on an “AS IS” and “AS AVAILABLE” basis. The “X Entities” refers to X Corp., its parents, affiliates, related companies, officers, directors, employees, agents, representatives, partners, and licensors. Without limiting the foregoing, to the maximum extent permitted under applicable law, THE X ENTITIES DISCLAIM ALL WARRANTIES AND CONDITIONS, WHETHER EXPRESS OR IMPLIED, OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. The X Entities make no warranty or representation and disclaim all responsibility and liability for: (i) the completeness, accuracy, availability, timeliness, security or reliability of the Services or any Content; (ii) any harm to your computer system, loss of data, or other harm that results from your access to or use of the Services or any Content; (iii) the deletion of, or the failure to store or to transmit, any Content and other communications maintained by the Services; and (iv) whether the Services will meet your requirements or be available on an uninterrupted, secure, or error-free basis. No advice or information, whether oral or written, obtained from the X Entities or through the Services, will create any warranty or representation not expressly made herein. Limitation of Liability NOTWITHSTANDING ANY OTHER TERMS TO THE CONTRARY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE X ENTITIES SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, RELIANCE OR ANY LOSS OF PROFITS OR REVENUES, WHETHER INCURRED DIRECTLY OR INDIRECTLY, OR ANY LOSS OF DATA, USE, GOODWILL, OR OTHER INTANGIBLE LOSSES, RESULTING FROM (i) YOUR ACCESS TO OR USE OF OR INABILITY TO ACCESS OR USE THE SERVICES; (ii) ANY CONDUCT OR CONTENT OF ANY USER OR THIRD PARTY ON THE SERVICES, INCLUDING WITHOUT LIMITATION, ANY DEFAMATORY, OFFENSIVE OR ILLEGAL CONDUCT OF OTHER USERS OR THIRD PARTIES; (iii) ANY CONTENT OBTAINED FROM THE SERVICES; OR (iv) UNAUTHORIZED ACCESS, USE OR ALTERATION OF YOUR TRANSMISSIONS OR CONTENT. IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE X ENTITIES EXCEED THE GREATER OF ONE HUNDRED U.S. DOLLARS (U.S. $100.00) OR THE AMOUNT YOU PAID US, IF ANY, IN THE PAST SIX MONTHS FOR THE SERVICES GIVING RISE TO THE CLAIM. THE LIMITATIONS OF THIS SUBSECTION SHALL APPLY TO ANY THEORY OF LIABILITY, WHETHER BASED ON WARRANTY, CONTRACT, STATUTE, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, AND WHETHER OR NOT THE X ENTITIES HAVE BEEN INFORMED OF THE POSSIBILITY OF ANY SUCH DAMAGE, AND EVEN IF A REMEDY SET FORTH HEREIN IS FOUND TO HAVE FAILED OF ITS ESSENTIAL PURPOSE. IN THE EVENT ANY PORTION OF THESE LIMITATION OF LIABILITY PROVISIONS IS DEEMED UNENFORCEABLE AS A MATTER OF LAW, THAT LIMITATION SHALL INSTEAD BE THE GREATEST LIMITATION PERMITTED BY LAW. BY AGREEING TO THESE TERMS OR USING THE SERVICES, YOU AGREE, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THAT THE X ENTITIES ARE NOT RESPONSIBLE OR LIABLE TO YOU OR OTHERS FOR THE ACTIONS OR CONDUCT OF USERS AND THIRD PARTIES ON THE SERVICES, OR FOR ANY CONTENT USERS AND THIRD PARTIES SHARE ON THE SERVICES, INCLUDING OFFENSIVE, DEFAMATORY, ILLEGAL OR OTHER OBJECTIONABLE CONTENT. Liquidated Damages Protecting our users’ data and our system resources is important to us. You further agree that, to the extent permitted by applicable law, if you violate the Terms, or you induce or knowingly facilitate others to do so, in addition to all other legal remedies available to us, you will be jointly and severally liable to us for liquidated damages as follows for requesting, viewing, or accessing more than 1,000,000 posts (including reply posts, video posts, image posts, and any other posts) in any 24-hour period - $15,000 USD per 1,000,000 posts. You agree that these amounts are (i) a reasonable estimate of our damages; (ii) not a penalty; and (iii) not otherwise limiting of our ability to recover from you or others under any legal or equitable theory or claim, including but not limited to statutory damages and/or equitable relief. You further agree that repeated violations of these Terms will irreparably harm and entitle us to injunctive and/or other equitable relief, in addition to monetary damages.   6. General We may revise these Terms from time to time. The changes will not be retroactive, and the most current version of the Terms, which will always be at https://x.com/tos , will govern our relationship with you. We will try to notify you of material revisions, for example via a service notification or an email to the email associated with your account. By continuing to access or use the Services after those revisions become effective, you agree to be bound by the revised Terms.  The laws of the State of Texas, excluding its choice of law provisions, will govern these Terms and any dispute that arises between you and us, notwithstanding any other agreement between you and us to the contrary. Notwithstanding any other agreement to the contrary, all disputes related to these Terms, the Services, or any patents — including without limitation disputes related to or arising from any Content (whether your or others’ Content), or your or others’ use of the Services or the complete or partial termination thereof — shall be brought and must proceed exclusively in the federal or state courts located in Tarrant County, Texas, United States, and you consent to personal jurisdiction in those forums and waive any objection as to inconvenient forum. For the avoidance of doubt, the choice of law and forum selection provisions of this paragraph shall apply regardless of whether a dispute or any claims contained therein are based in contract, tort, statute, common law, or otherwise, and the choice of law and forum selection provisions of this paragraph shall apply to pending and future disputes and shall apply to your dispute regardless of when the conduct relating to the dispute arose or occurred. The choice of law and forum selection provisions of this paragraph shall also extend to disputes involving our U.S. corporate affiliates, who are intended third-party beneficiaries of this paragraph. Without prejudice to the foregoing, you agree that, in its sole discretion, X may bring any claim, cause of action, or dispute we have against you in any competent court in the country in which you reside that has jurisdiction and venue over the claim. To the extent permitted by law, you also waive the right to participate as a plaintiff or class member in any purported class action, collective action or representative action proceeding against us or our corporate affiliates. If you are a federal, state, or local government entity in the United States using the Services in your official capacity and legally unable to accept the controlling law, jurisdiction or venue clauses above, then those clauses do not apply to you. For such U.S. federal government entities, these Terms and any action related thereto will be governed by the laws of the United States of America (without reference to conflict of laws) and, in the absence of federal law and to the extent permitted under federal law, the laws of the State of Texas (excluding choice of law). You and X agree that you must initiate any proceeding or action asserting a federal claim within one (1) year of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. You and X agree that you must initiate any proceeding or action asserting a state law claim within two (2) years of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. Otherwise, to the extent permitted by applicable law, you forever waive the right to pursue any claim or cause of action, of any kind or character, based on such events or facts, and such claims or causes of action are permanently barred.  In the event that any provision of these Terms is held to be invalid or unenforceable, then that provision will be limited or eliminated to the minimum extent necessary, and the remaining provisions of these Terms will remain in full force and effect. Our failure to enforce any right or provision of these Terms will not be deemed a waiver of such right or provision. The X User Agreement is written in English but is made available in multiple languages through translations. X strives to make the translations as accurate as possible to the original English version. However, in case of any discrepancies or inconsistencies, the English language version of the X User Agreement shall take precedence. You acknowledge that English shall be the language of reference for interpreting and constructing the terms of the X User Agreement. If you have any questions about these Terms, please contact us . Effective:  January 15, 2026 Archive of Previous Terms   X Terms of Service If you live in the European Union, EFTA States, or the United Kingdom These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affiliates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Internet Unlimited Company (Co. number 503351, VAT number IE9803175Q), an Irish company, which provides X and the Services, with its registered office at One Cumberland Place, Fenian Street Dublin 2, D02 AX07 Ireland. The words “we,” “us,” and “our,” mean X Internet Unlimited Company. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. Content recommendations are made based on a combination of factors: how you engage with the Services, the topics you have indicated that you are interested in, and likes of other users with your similar interests. Adjustments can be made in your settings, and additional information can be found in our Help Center ( https://help.x.com/resources/recommender-systems ). All Content, including anything referenced therein, is the sole responsibility of the person who posted, generate, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies ,  https://help.x.com/rules-and-policies/x-report-violation , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. However, if you have chosen via our features to limit the distribution of your Content to a restricted community, we will respect that choice. You also agree that this license includes the right to analyze text and other information you provide with the view to improve the Services. You agree that this license includes the right for us to (i) provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames if it is appropriate, including for the following reasons: (i) protecting the Services or our users; (ii) compliance with applicable laws or orders from competent authorities; (iii) breach of these Terms or our Rules and Policies or third parties' intellectual property or other rights; (iv) if you or your Content exposes us, other users or any third party to legal or regulatory risk; and/or (v) your prolonged inactivity.  In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do
2026-01-13T08:47:44
https://dev.to/flameofudun/flutter-ecs-mastering-async-operations-and-complex-workflows-463g
Flutter ECS: Mastering Async Operations and Complex Workflows - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Dr. E Posted on Jan 11 Flutter ECS: Mastering Async Operations and Complex Workflows # flutter # dart # programming # opensource Part 2 — Mastering Async Operations and Complex Workflows Flutter ECS just got seriously practical. This new article takes the abstract ideas from Part 1 and shows how to use an Event-Component-System architecture to tame real-world async workflows in production Flutter apps. Why this article matters Focuses on the messy realities of production apps: API failures, multi-step auth flows, race conditions, and error handling, not just counter examples. Shows how to model async work with a LoadingState enum (idle/running/success/error) and keep loading, success, and error logic in a single, coherent system. Demonstrates how ECS can replace bloated BLoCs with a smaller set of predictable, testable systems. What you’ll learn How to pass contextual data through events using triggerWith...() methods, then safely clear it with clearData() to keep events reusable and stateless by default. How to do dependency injection “the ECS way” by treating services as components, declared once in the feature constructor for explicit, traceable architecture. How to build a complete async flow (fetch user, shopping cart, checkout, etc.) where a single reactive system owns loading, success, and error transitions. Patterns you can steal today Use reactsIf to prevent duplicate operations, enforce prerequisites (auth, business hours, cart not empty), or react only to significant state changes. Batch component updates with notify: false to avoid unnecessary rebuilds, then trigger a single final update for optimal performance. Implement robust retry logic with capped attempts and exponential backoff inside a system, keeping error recovery centralized and predictable. Production-ready examples included A full shopping cart feature: components, events, systems, checkout flow, error handling, and cross-feature communication (e.g., pulling payment info from another feature). UI integration via ECSWidget and ecs.watch(), showing exactly how to wire loading, error, and data components into real screens. Call to action If you’re hitting the limits of your current state management (bloated BLoCs, tangled async code, scattered error handling), this piece is a concrete blueprint for refactoring toward a predictable, testable, and debuggable async architecture with Flutter ECS. 👉 Read: Flutter ECS: Mastering Async Operations and Complex Workflows . Then try the challenge: build your own shopping cart feature with retries, loading states, and inspector-friendly debugging, backed by the open-source flutter_event_component_system package on GitHub. Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Code of Conduct • Report abuse Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink . Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse Dr. E Follow Medical doctor turned software engineer. Building health-tech, real-time, AI-powered tools. Sharing my coding journey, side projects, and open-source work. Location Manchester, GB Joined Oct 18, 2025 More from Dr. E Flutter ECS: Rethinking State Management for Flutter Apps # flutter # dart # mobile # programming 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:45
https://dev.to/adventuresinangular/how-to-succeed-in-content-creation-aia-373
How to Succeed in Content Creation - AiA 373 - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Adventures in Angular Follow How to Succeed in Content Creation - AiA 373 Mar 12 '23 play Chuck and Lucas join this week's panelist episode as they talk about "content creation". They start off as they dive into different ways of monetizing your content. Additionally, they talk about approaches on how to capture the interest of the audience to get them to subscribe to your courses.  On YouTube How to Succeed in Content Creation- AiA 373 Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links Web Animations Course:  lucaspaganini.com/web-animations Hire Angular Experts:  unvoid.com YouTube @lucaspaganiniweb LinkedIn @lucaspaganiniweb Twitter @lucaspaganini  Instagram @lucaspaganini TikTok @lucaspaganiniweb Picks Chuck -  The Quacks of Quedlinburg Lucas -  Audio Technica AT2020 USB Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:45
https://x.com/tos#chapter5
X Terms of Service Skip to main content Terms of Service <path opacity="0" d="M0 0h24v24H0z" /> <path d="M17.207 11.293l-7.5-7.5c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414L15.086 12l-6.793 6.793c-.39.39-.39 1.023 0 1.414.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-arrow-left="<svg width="28px" height="28px" viewbox="0 0 28 28" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="none" class="twtr-icon u01b__icon-arrow-left"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd" stroke-linecap="round"> <g transform="translate(-1216.000000, -298.000000)" stroke-width="2.25"> <g transform="translate(1200.000000, 282.000000)"> <g transform="translate(17.000000, 17.000000)"> <path d="M0.756410256,12.8589744 L25.7179487,12.8589744"></path> <path d="M13.2371795,25.3397436 L25.7179487,12.8589744"></path> <path d="M13.2371795,12.4807692 L25.3397436,0.378205128" transform="translate(19.288462, 6.429487) rotate(-90.000000) translate(-19.288462, -6.429487) "></path> </g> </g> </g> </g> </svg>" data-icon-chevron-down="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M20.207 7.043c-.39-.39-1.023-.39-1.414 0L12 13.836 5.207 7.043c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414l7.5 7.5c.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-close="<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewbox="0 0 24 24" style="enable-background:new 0 0 24 24;" xml:space="preserve" aria-hidden="true" focusable="false" role="none" class="twtr-icon--md"> <g> <g> <defs> <rect id="SVGID_1_" x="-468" y="-1360" width="1440" height="3027" /> </defs> <clippath id="SVGID_2_"> <use xlink:href="#SVGID_1_" style="overflow:visible;" /> </clippath> </g> </g> <rect x="-468" y="-1360" class="st0" width="1440" height="3027" style="fill:rgb(0,0,0,0);stroke-width:3;stroke:rgb(0,0,0)" /> <path d="M13.4,12l5.8-5.8c0.4-0.4,0.4-1,0-1.4c-0.4-0.4-1-0.4-1.4,0L12,10.6L6.2,4.8c-0.4-0.4-1-0.4-1.4,0c-0.4,0.4-0.4,1,0,1.4 l5.8,5.8l-5.8,5.8c-0.4,0.4-0.4,1,0,1.4c0.2,0.2,0.4,0.3,0.7,0.3s0.5-0.1,0.7-0.3l5.8-5.8l5.8,5.8c0.2,0.2,0.5,0.3,0.7,0.3 s0.5-0.1,0.7-0.3c0.4-0.4,0.4-1,0-1.4L13.4,12z" /> </svg>" data-icon-search="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M22.06 19.94l-3.73-3.73C19.38 14.737 20 12.942 20 11c0-4.97-4.03-9-9-9s-9 4.03-9 9 4.03 9 9 9c1.943 0 3.738-.622 5.21-1.67l3.73 3.73c.292.294.676.44 1.06.44s.768-.146 1.06-.44c.586-.585.586-1.535 0-2.12zM11 17c-3.308 0-6-2.692-6-6s2.692-6 6-6 6 2.692 6 6-2.692 6-6 6z" /> </svg>" data-icon-search-submit="<svg width="21" height="21" viewbox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="none" class="twtr-icon"> <path fill-rule="evenodd" clip-rule="evenodd" d="M16.33 14.21L20.06 17.94C20.646 18.525 20.646 19.475 20.06 20.06C19.768 20.354 19.384 20.5 19 20.5C18.616 20.5 18.232 20.354 17.94 20.06L14.21 16.33C12.738 17.378 10.943 18 9 18C4.03 18 0 13.97 0 9C0 4.03 4.03 0 9 0C13.97 0 18 4.03 18 9C18 10.942 17.38 12.737 16.33 14.21ZM3 9C3 12.308 5.692 15 9 15C12.308 15 15 12.308 15 9C15 5.692 12.308 3 9 3C5.692 3 3 5.692 3 9Z" fill="white" /> </svg>" data-bg-color="white-neutral" data-root-page-title="Terms of Service" data-search-placeholder="Search" data-search-query-key="q" data-search-query-type="?" data-scribe-element="RJPO" data-scribe-section="u01b-navigation" data-cta-enabled="true" data-cta-text="Download PDF" data-cta-link="https://cdn.cms-twdigitalassets.com/content/dam/legal-twitter/site-assets/terms-of-service-2025-05-08/en/x-terms-of-service-2025-05-08.pdf" data-cta-link-new-tab="true"> Terms of Service We have made some updates to our Terms of Service. This version of the Terms of Service will go into effect on January 15, 2026. Until then, the current Terms of Service continue to apply.   Summary of our Terms These Terms of Service (“Terms”) are part of the User Agreement – a legally binding contract governing your relationship with X. You should read these Terms in full, but here are a few key things you should take away: You will see advertising on the platform: In exchange for accessing the Services, X and our third-party providers and partners may display advertising to you. When posting Content and otherwise using the Services, you must comply with this User Agreement and Applicable Law: You are responsible for your use of the Services and your Content. You must comply with the User Agreement, including all applicable policies and rules, and all applicable laws. You must abide by the Services’ acceptable use terms: You may not access the Services in any way other than through the currently available, published interfaces that we provide. For example, this means that you cannot scrape the Services without X’s express written permission, try to work around any technical limitations we impose, or otherwise attempt to disrupt the operation of the Services. We have broad enforcement rights: X reserves the right to take enforcement actions against you if you do violate these terms, such as, for example, removing your Content, limiting visibility, discontinuing your access to X, or taking legal action. Certain jurisdictions, including the European Union and the United Kingdom, also impose obligations on X to enforce against not only illegal content but also categories of content deemed by law to be “harmful” or “unsafe.” As a result, your Content or account may be subject to restrictions in those jurisdictions. We may also suspend or terminate your account for other reasons, such as prolonged inactivity, risk of legal exposure, or commercial inviability.  There are intellectual property licenses in these Terms: You retain ownership and rights to any of your Content you post or share, and you provide us with a broad, royalty-free license to make your Content available to the rest of the world and to let others do the same. Conversely, we provide you a license to use the software we provide as part of the Services, such as the X mobile application, solely for the purpose of enabling you to use and enjoy the benefit of the Services.  Your use of the Services is at your own risk: We provide the Services on an “AS IS” and “AS AVAILABLE” basis, and we disclaim all warranties, responsibility, and liability to you or others to the extent permitted by law. You may be exposed to offensive or harmful Content posted by other users. The Services may change from time to time, and we may limit or terminate availability of the Services or particular features to you or other users at any time.  You have remedies and redress mechanisms, but our liability is limited: You have a right to terminate this agreement at any time by deactivating your account and discontinuing use of the Services. Depending on your country of residence, we may not be liable for certain types of damages as described in the agreement, and in any event, our aggregate liability shall not exceed the greater of $100 USD or the amount you paid us, if any, in the past six months for the Services giving rise to the claim. Further, if you believe that your Content has been displayed on the Services in an unauthorized manner that constitutes copyright infringement, the reporting process is detailed in these Terms. If you are a recipient of the X Service in the United Kingdom, you may challenge enforcement actions (such as Content removal or account suspension) that breach these Terms by filing a complaint through our internal complaints process or by bringing a claim in a competent court, as provided under the Online Safety Act 2023. You can find details on how to file a complaint here . If you are a recipient of the X Service in the European Union, you may challenge certain decisions we make under the Digital Services Act (Regulation (EU) 2022/2065) via our internal process or via out-of-court dispute settlement as described here . Please also note that these Terms incorporate our Privacy Policy ( https://x.com/privacy ) as well as other terms applicable to your use of the Services and your Content. Finally, these Terms may vary depending on where you live, but in any case, you must be at least 13 years old to use X. If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies. If you live in the European Union, EFTA States, or the United Kingdom, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies.   X Terms of Service If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affilitates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Corp., which provides X and the Services, with its registered office at 865 FM 1209, Building 2, Bastrop, TX 78602 U.S.A. The words “we,” “us,” and “our” mean X Corp. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or our affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. All Content, including anything referenced therein, is the sole responsibility of the person who posted, generated, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies , https://help.x.com/rules-and-policies/x-report-violation#specific-violations , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. You agree that this license includes the right for us to (i) analyze text and other information you provide and to otherwise provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames without liability to you. In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do not disclose personally-identifying information to third parties except in accordance with our Privacy Policy . Certain services or features may be offered on X for which additional terms and conditions may apply in connection with your use of those services. By using or paying for any of these additional services, you agree to any additional terms applicable to those services, and those additional terms become part of our agreement with you. If any of the applicable additional terms conflict with these Terms, the additional terms will prevail while you are using those services to which they apply. If you use paid features, products, or services of the Services, you agree to the applicable Terms for Paid Services ( https://legal.x.com/purchaser-terms ). If you use developer features, products, or services of the Services, including but not limited to X for Websites ( https://developer.x.com/docs/x-for-websites ), X Cards ( https://developer.x.com/docs/x-for-websites/cards/overview/abouts-cards ), Public API ( https://developer.x.com/docs ), or Sign in with X ( https://docs.x.com/resources/fundamentals/authentication/guides/log-in-with-x ), you agree to our Developer Agreement ( https://developer.x.com/developer-terms/agreement ) and Developer Policy ( https://developer.x.com/developer-terms/policy ). If you want to reproduce, modify, create derivative works, distribute, sell, transfer, publicly display, publicly perform, transmit, or otherwise use the Services or Content on the Services, you must use the interfaces and instructions we provide, except as permitted through the Services, these Terms, or the terms provided on https://developer.x.com/developer-terms . Otherwise, all such actions are strictly prohibited. If you are a security researcher, you are required to comply with the rules of our  Vulnerability Reporting Program ( https://hackerone.com/x ). The requirements set out in the preceding paragraph may not apply to those participating in our Vulnerability Reporting Program. If you use advertising features, products, or services of the Services in any way, including but not limited to self-service and managed service offerings, you agree that your use of the advertising features, products, and services as well as your advertisements are subject to the terms of our  Master Services Agreement ( https://ads.x.com/terms ). Your Account You may need to create an account to use the Services. You are responsible for safeguarding your account, so use a strong password and limit its use to this account, and use two-factor authentication via an authenticator app or security key. We cannot and will not be liable for any loss or damage arising from your failure to comply with the above. You can control most communications from the Services. We may need to provide you with certain communications, such as service announcements and administrative messages. These communications are considered part of the Services and your account, and you may not be able to opt-out from receiving them. If you added your phone number to your account and you later change or deactivate that phone number, you must update your account information to help prevent us from communicating with anyone who acquires your old number. Your License to Use the Services We give you a personal, worldwide, royalty-free, non-assignable and non-exclusive license to use the software provided to you as part of the Services. This license cannot be assigned, gifted, sold, shared or transferred in any other manner to any other individual or entity without X’s express written consent. This license has the sole purpose of enabling you to use and enjoy the benefit of the Services as provided on X, in the manner permitted by these Terms. The Services are protected by copyright, trademark, and other laws of both the United States and other countries. Nothing in the Terms gives you a right to use the X name or Twitter name or any of the X or Twitter trademarks, logos, domain names, other distinctive brand features, and other proprietary rights, and you may not do so without our express written consent. All right, title, and interest in and to the Services (excluding Content provided by users) are and will remain our and our licensors' exclusive property. Any feedback, comments, or suggestions you may provide regarding X, or the Services is entirely voluntary and we will be free to use such feedback, comments or suggestions as we see fit and without any obligation to you. Misuse of the Services You also agree not to misuse the Services, for example, by interfering with them or accessing them using a method other than the interface and the instructions that we provide. You agree that you will not work around any technical limitations in the software provided to you as part of the Services, or reverse engineer, decompile or disassemble the software, except and only to the extent that applicable law expressly permits. You may not do any of the following while accessing or using the Services: (i) access, tamper with, or use non-public areas of the Services, our computer systems, or the technical delivery systems of our providers; (ii) probe, scan, or test the vulnerability of any system or network or breach or circumvent any security or authentication measures; (iii) access or search or attempt to access or search the Services by any means (automated or otherwise) other than through our currently available, published interfaces that are provided by us (and only pursuant to the applicable terms and conditions), unless you have been specifically allowed to do so in a separate agreement with us (NOTE: crawling or scraping the Services in any form, for any purpose without our prior written consent is expressly prohibited); (iv) attempt to circumvent, manipulate, or disable systems and Services, including through "jailbreaking", “prompt engineering or injection", or other methods intended to override or manipulate safety, security or other platform controls; (v) forge any TCP/IP packet header or any part of the header information in any email or posting; (vi) in any way use the Services to send altered, deceptive or false source-identifying information; (vii) engage in any conduct that violates our Platform Manipulation and Spam Policy or any other Rules and Policies , including our Misuse of Reporting Features Policy ; or (viii) interfere with, or disrupt, (or attempt to do so), the access of any user, host or network, including, without limitation, sending a virus, overloading, flooding, spamming, mail-bombing the Services, or by scripting the creation of Content in such a manner as to interfere with or create an undue burden on the Services. It is also a violation of these Terms to facilitate or assist others in violating these Terms, including by distributing products or services that enable or encourage violation of these Terms. Ending These Terms You may end your legal agreement with us at any time by deactivating your accounts and discontinuing your use of the Services. See https://help.x.com/managing-your-account/how-to-deactivate-x-account  for instructions on how to deactivate your account and the Privacy Policy for more information on what happens to your information. We may suspend or terminate your account or cease providing you with all or part of the Services at any time if we reasonably believe: (i) you have violated these Terms or our Rules and Policies , (ii) you create risk or possible legal exposure for us; (iii) your account should be removed due to unlawful conduct; (iv) your account should be removed due to prolonged inactivity; or (v) our provision of the Services to you is no longer commercially viable. We will make reasonable efforts to notify you by the email address associated with your account or the next time you attempt to access your account, depending on the circumstances. To the extent permitted by law, we may also terminate your account or cease providing you with all or part of the Services for any other reason or no reason at our convenience. In all such cases, the Terms shall terminate, including, without limitation, your license to use the Services, except that the following sections shall continue to apply: 2, 3, 5, 6, and the misuse provisions of Section 4 (“Misuse of the Services”). If you believe your account was terminated in error you can file an appeal following the steps found in our Help Center ( https://help.x.com/forms/account-access/appeals ). For the avoidance of doubt, these Terms survive the deactivation or termination of your account.   5. Disclaimers and Limitations of Liability The Services are Available "AS-IS" Your access to and use of the Services or any Content are at your own risk. You understand and agree that the Services are provided to you on an “AS IS” and “AS AVAILABLE” basis. The “X Entities” refers to X Corp., its parents, affiliates, related companies, officers, directors, employees, agents, representatives, partners, and licensors. Without limiting the foregoing, to the maximum extent permitted under applicable law, THE X ENTITIES DISCLAIM ALL WARRANTIES AND CONDITIONS, WHETHER EXPRESS OR IMPLIED, OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. The X Entities make no warranty or representation and disclaim all responsibility and liability for: (i) the completeness, accuracy, availability, timeliness, security or reliability of the Services or any Content; (ii) any harm to your computer system, loss of data, or other harm that results from your access to or use of the Services or any Content; (iii) the deletion of, or the failure to store or to transmit, any Content and other communications maintained by the Services; and (iv) whether the Services will meet your requirements or be available on an uninterrupted, secure, or error-free basis. No advice or information, whether oral or written, obtained from the X Entities or through the Services, will create any warranty or representation not expressly made herein. Limitation of Liability NOTWITHSTANDING ANY OTHER TERMS TO THE CONTRARY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE X ENTITIES SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, RELIANCE OR ANY LOSS OF PROFITS OR REVENUES, WHETHER INCURRED DIRECTLY OR INDIRECTLY, OR ANY LOSS OF DATA, USE, GOODWILL, OR OTHER INTANGIBLE LOSSES, RESULTING FROM (i) YOUR ACCESS TO OR USE OF OR INABILITY TO ACCESS OR USE THE SERVICES; (ii) ANY CONDUCT OR CONTENT OF ANY USER OR THIRD PARTY ON THE SERVICES, INCLUDING WITHOUT LIMITATION, ANY DEFAMATORY, OFFENSIVE OR ILLEGAL CONDUCT OF OTHER USERS OR THIRD PARTIES; (iii) ANY CONTENT OBTAINED FROM THE SERVICES; OR (iv) UNAUTHORIZED ACCESS, USE OR ALTERATION OF YOUR TRANSMISSIONS OR CONTENT. IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE X ENTITIES EXCEED THE GREATER OF ONE HUNDRED U.S. DOLLARS (U.S. $100.00) OR THE AMOUNT YOU PAID US, IF ANY, IN THE PAST SIX MONTHS FOR THE SERVICES GIVING RISE TO THE CLAIM. THE LIMITATIONS OF THIS SUBSECTION SHALL APPLY TO ANY THEORY OF LIABILITY, WHETHER BASED ON WARRANTY, CONTRACT, STATUTE, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, AND WHETHER OR NOT THE X ENTITIES HAVE BEEN INFORMED OF THE POSSIBILITY OF ANY SUCH DAMAGE, AND EVEN IF A REMEDY SET FORTH HEREIN IS FOUND TO HAVE FAILED OF ITS ESSENTIAL PURPOSE. IN THE EVENT ANY PORTION OF THESE LIMITATION OF LIABILITY PROVISIONS IS DEEMED UNENFORCEABLE AS A MATTER OF LAW, THAT LIMITATION SHALL INSTEAD BE THE GREATEST LIMITATION PERMITTED BY LAW. BY AGREEING TO THESE TERMS OR USING THE SERVICES, YOU AGREE, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THAT THE X ENTITIES ARE NOT RESPONSIBLE OR LIABLE TO YOU OR OTHERS FOR THE ACTIONS OR CONDUCT OF USERS AND THIRD PARTIES ON THE SERVICES, OR FOR ANY CONTENT USERS AND THIRD PARTIES SHARE ON THE SERVICES, INCLUDING OFFENSIVE, DEFAMATORY, ILLEGAL OR OTHER OBJECTIONABLE CONTENT. Liquidated Damages Protecting our users’ data and our system resources is important to us. You further agree that, to the extent permitted by applicable law, if you violate the Terms, or you induce or knowingly facilitate others to do so, in addition to all other legal remedies available to us, you will be jointly and severally liable to us for liquidated damages as follows for requesting, viewing, or accessing more than 1,000,000 posts (including reply posts, video posts, image posts, and any other posts) in any 24-hour period - $15,000 USD per 1,000,000 posts. You agree that these amounts are (i) a reasonable estimate of our damages; (ii) not a penalty; and (iii) not otherwise limiting of our ability to recover from you or others under any legal or equitable theory or claim, including but not limited to statutory damages and/or equitable relief. You further agree that repeated violations of these Terms will irreparably harm and entitle us to injunctive and/or other equitable relief, in addition to monetary damages.   6. General We may revise these Terms from time to time. The changes will not be retroactive, and the most current version of the Terms, which will always be at https://x.com/tos , will govern our relationship with you. We will try to notify you of material revisions, for example via a service notification or an email to the email associated with your account. By continuing to access or use the Services after those revisions become effective, you agree to be bound by the revised Terms.  The laws of the State of Texas, excluding its choice of law provisions, will govern these Terms and any dispute that arises between you and us, notwithstanding any other agreement between you and us to the contrary. Notwithstanding any other agreement to the contrary, all disputes related to these Terms, the Services, or any patents — including without limitation disputes related to or arising from any Content (whether your or others’ Content), or your or others’ use of the Services or the complete or partial termination thereof — shall be brought and must proceed exclusively in the federal or state courts located in Tarrant County, Texas, United States, and you consent to personal jurisdiction in those forums and waive any objection as to inconvenient forum. For the avoidance of doubt, the choice of law and forum selection provisions of this paragraph shall apply regardless of whether a dispute or any claims contained therein are based in contract, tort, statute, common law, or otherwise, and the choice of law and forum selection provisions of this paragraph shall apply to pending and future disputes and shall apply to your dispute regardless of when the conduct relating to the dispute arose or occurred. The choice of law and forum selection provisions of this paragraph shall also extend to disputes involving our U.S. corporate affiliates, who are intended third-party beneficiaries of this paragraph. Without prejudice to the foregoing, you agree that, in its sole discretion, X may bring any claim, cause of action, or dispute we have against you in any competent court in the country in which you reside that has jurisdiction and venue over the claim. To the extent permitted by law, you also waive the right to participate as a plaintiff or class member in any purported class action, collective action or representative action proceeding against us or our corporate affiliates. If you are a federal, state, or local government entity in the United States using the Services in your official capacity and legally unable to accept the controlling law, jurisdiction or venue clauses above, then those clauses do not apply to you. For such U.S. federal government entities, these Terms and any action related thereto will be governed by the laws of the United States of America (without reference to conflict of laws) and, in the absence of federal law and to the extent permitted under federal law, the laws of the State of Texas (excluding choice of law). You and X agree that you must initiate any proceeding or action asserting a federal claim within one (1) year of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. You and X agree that you must initiate any proceeding or action asserting a state law claim within two (2) years of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. Otherwise, to the extent permitted by applicable law, you forever waive the right to pursue any claim or cause of action, of any kind or character, based on such events or facts, and such claims or causes of action are permanently barred.  In the event that any provision of these Terms is held to be invalid or unenforceable, then that provision will be limited or eliminated to the minimum extent necessary, and the remaining provisions of these Terms will remain in full force and effect. Our failure to enforce any right or provision of these Terms will not be deemed a waiver of such right or provision. The X User Agreement is written in English but is made available in multiple languages through translations. X strives to make the translations as accurate as possible to the original English version. However, in case of any discrepancies or inconsistencies, the English language version of the X User Agreement shall take precedence. You acknowledge that English shall be the language of reference for interpreting and constructing the terms of the X User Agreement. If you have any questions about these Terms, please contact us . Effective:  January 15, 2026 Archive of Previous Terms   X Terms of Service If you live in the European Union, EFTA States, or the United Kingdom These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affiliates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Internet Unlimited Company (Co. number 503351, VAT number IE9803175Q), an Irish company, which provides X and the Services, with its registered office at One Cumberland Place, Fenian Street Dublin 2, D02 AX07 Ireland. The words “we,” “us,” and “our,” mean X Internet Unlimited Company. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. Content recommendations are made based on a combination of factors: how you engage with the Services, the topics you have indicated that you are interested in, and likes of other users with your similar interests. Adjustments can be made in your settings, and additional information can be found in our Help Center ( https://help.x.com/resources/recommender-systems ). All Content, including anything referenced therein, is the sole responsibility of the person who posted, generate, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies ,  https://help.x.com/rules-and-policies/x-report-violation , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. However, if you have chosen via our features to limit the distribution of your Content to a restricted community, we will respect that choice. You also agree that this license includes the right to analyze text and other information you provide with the view to improve the Services. You agree that this license includes the right for us to (i) provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames if it is appropriate, including for the following reasons: (i) protecting the Services or our users; (ii) compliance with applicable laws or orders from competent authorities; (iii) breach of these Terms or our Rules and Policies or third parties' intellectual property or other rights; (iv) if you or your Content exposes us, other users or any third party to legal or regulatory risk; and/or (v) your prolonged inactivity.  In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do
2026-01-13T08:47:45
https://ruul.io/blog/how-to-politely-ask-clients-for-late-payments-5-email-samples
How to politely ask clients for late payments - Ruul Product Payment Requests Get paid anywhere. Sell Services Make your services buyable Sell Products Create once sell forever Subscriptions Get paid on repeat Ruul Space Your personel storefront. One link for everything you offer. Learn more Pricing Resources Partner Programs Referral Program Get 1% for life. Seriously. Affiliate Program Bring users, get paid Partners Let’s grow together. More Blog About us Support Brand Kit For Customers Log in Sign up For Businesses Login Sign up get paid How to politely ask clients for late payments (5 email samples) Is your customer taking a long time to pay? Learn how to ask for payments professionally. Ceylin Güven 5 min read RUUL FOR INDEPENDENCE You chose independence.We make sure you keep it. Sell your time, your talent, whatever you create or build always on your terms. Get started See Example This is also a heading This is a heading Key Points According to another survey by Freelancing Support in 2024, 71% of freelancers had to chase late payments. You’re not alone, but it doesn’t mean it’s OK. Especially if your sole income is from your freelancing business, this can cause serious financial anxiety . Managing late payments effectively will help you avoid such stress. Ruul resells your professional services to your clients and handles billing & payment collection so you don't have to.  Still, you need to know how to write a late payment email to deal with overdue payments. So, how to ask for overdue payments from customers in a professional manner? Keep reading to see a comprehensive guide that includes tips, tricks, and 5 overdue payment email samples you can use. You’re welcome.  Don’t be shy about chasing payments Invoicing and managing payments by yourself is time-consuming and stressful enough. You wouldn’t want to deal with late payment issues on top of all that. This is why “chasing payments” might be an integral part of your business as an independent. Worried that pushing too hard might strain your client relationship? Don’t be.  Your financial security matters way more than a little discomfort. Late payments aren’t just an inconvenience—they’re a threat to your independence.  So don’t hesitate to ask your clients for overdue payments—follow up, stand your ground, and get paid what you’re owed. A note: To make all of this a lot easier, it’s necessary to use a smart and comprehensive third-party invoicing service .  This way, you can  send invoices to your clients,  track due dates,  automatically send reminder emails,  manage your collected fees, and more–all from one place. Learn more about our invoicing solutions and payment collection features to see how much Ruul can help you. Create a schedule for unpaid invoice reminders If you aren’t a user of comprehensive invoicing and payment collection services like Ruul , you’ll have to send your unpaid invoice reminder notices and emails manually.  This will undoubtedly add more workload to your freelance business management, but needs to be done nonetheless. Managing late payments requires consistency. The best way to go about this is to have a steady schedule for sending out these messages, so you can keep track of them more easily. When dealing with late payments, having a structured approach can make a significant difference. The first step is easy–all you need to do is write a short, friendly message to remind your client about the upcoming due date. This is crucial since it can help you avoid getting a late payment altogether. Who knows, maybe your customer really did forget that the due date was that very day.  An example of a payment delay letter to a client Subject: Upcoming payment for [Invoice#123] “Hi [Client],   Hope you’ve been doing well since we last spoke!  This is a friendly reminder that [Invoice#123] for [service] is due [next Tuesday]. I’ve attached the original invoice to this email.  Additionally, here’s a quick link I’ve created so you can add the due date to your calendar: [Link ]It would be great if you could confirm with me when the payment is made. Please let me know if you have any problems or questions. Thank you in advance,  [Name]” Payment reminder sample to use on the due date From our list, you’ll notice the importance of starting to send your overdue payment reminders on the payment date to avoid any miscommunication issues. By learning how to ask for payment politely with an overdue payment reminder email, you can prevent future complications and present a final warning before you apply the additional late payment fee . A sample letter of request for delayed payment Subject:  [Invoice#123] - Payment due today “Hi [Client], Hope this email finds you well. This is a friendly reminder that [Invoice#123] for [service], which I sent to you on [invoicing date], is due today.  Please find the original invoice attached to this email. You can send the payment via [method] like we originally discussed.  Let me know if you have any other problems or questions. I’ll be awaiting your response.    All the best, [Name]” Polite overdue payment request email sample If your initial payment notice doesn’t work, your following overdue invoice email can be sent 1 week after the initial due date. This email should have more urgency, and remind your client of the terms of your contract. Here is also a reasonable place to send a payment request email and mention that you’ll be implementing the late payment fee from this point forward. A payment request email sample Subject: [Invoice#123] Past due notice “Hello [Client], Hope you’re doing well.  It seems that I’ve yet to receive payment for [Invoice#123], which was due [date]. I would appreciate it if you could inform me about any changes regarding your payment schedule. I would additionally like to remind you of my late payment penalty policy, which will be taking effect on [date], and bring the total amount up to [amount]. I’m hoping this can be avoided, as long as you respond at your earliest convenience. I’m not aware of any issue or reason why the transaction hasn’t been completed. If that is the case, let me know so we can work out any complications. Hope to hear from you soon,  [Name]” Second reminder email sample for unpaid fees Subject: Second overdue payment reminder for [Invoice#123] “Hello [Client], I would like to respectfully request that you finalize the payment for [Invoice#123]. Since your payment is [days] overdue, the total amount is now [amount] including the late payment fee, as was specified in my contract.  Please confirm that you’ll be completing the payment at your earliest convenience. Regards,  [Name]” Urgent reminder email templates for late payments For your fourth -and final- overdue payment notice, you have the leeway to adopt a much firmer tone. This is where you’ll make clear that you’re willing to take legal action without hopefully having to do so. The last step after sending this final notice is to reach out to outside sources. This is usually conducted as a two-step process: Firstly, you can try hiring a collection agency to add authority to your request. If that also doesn’t convince your client, then it’s finally time to take legal action and actually take the matter to court. It’s best if you look into your local laws and consult field professionals before you decide to do this. Subject: URGENT - Final notice for [Invoice#123] “Hello [Client], This will be my last notice regarding [Invoice#123] which was originally due on [date]. As your payment is now [days] late, the updated amount with the applied late payment fee equals [amount].  Both the original and the updated invoice are attached to this email.  I request your immediate action to resolve this issue as soon as possible. If the invoice is not paid within one week [or your requested date] after this notice, I will be forced to take legal action soon.  Please confirm your payment details with me if you have any further questions. Best, [Name]” Prevent further late payment issues with service agreements Here are a few additional steps you can take to minimize the effects of late payments and prevent further issues: Have a clear-cut contract that details the desired payment deadlines, process, etc. Keep track of all your communication records in the case of a future dispute Use a secure payment system   Include late payment fees in your work contract Draw legal and compliant service agreements to secure payments With our MoR structure , you can easily handle all this. Send payment requests to your customers, backed by custom contracts tailored to your services. Late payments are easier to manage with invoicing services Dealing with delayed payments is one of the most challenging things for a freelancer. Managing late payments effectively is crucial to maintaining your financial stability. Even if you haven’t had to deal with them yet, you can see now how stressful and disruptive these processes can be. No matter how useful a good and detailed unpaid invoice reminder is, it’ll still be easier to handle all of your invoicing and payment processes through an invoicing platform. Learning how to write a late payment letter and dealing with late payments professionally can significantly improve your business operations. Keep following our blog for more tips on managing your finances as a freelancer. FAQ How to ask for payment professionally in a message? It is important to be polite but firm with late payment requests. Firstly, you should provide a friendly reminder that the invoice is overdue and request information about the payment process. For a professional approach, use clear language to remind them of the payment method and deadline. How to ask clients to pay overdue invoices? The follow-up process for unpaid invoices should proceed in stages. Start with a friendly reminder, including the due date and outstanding amount. If the payment is still delayed, you can mention the invoice late payment fee wording stated in your terms and kindly request an update on the payment status. How to ask for payment in an email? Emails requesting late payment should be clear, concise, and professional. Firstly, you should specify the payment date and invoice details, then ask for information about the payment process with a friendly reminder. If the delay continues, you should use more formal language and state that you will follow the process. ABOUT THE AUTHOR Ceylin Güven Ceylin Güven likes reading anything she can get her hands on, writing poetry that’s way too personal, and watching Studio Ghibli movies. More The Ultimate Guide to Freelancer Earnings The freelance market is growing, and it's not too late to start freelancing in 2021. Explore the most popular freelance jobs and learn about the earnings potential. Read more Ruul Now Supports Cryptocurrency Payments for Freelancers Accept crypto payments as a freelancer! Ruul now supports Bitcoin, Ethereum, and stablecoin payouts—fast & global. Read more Best Dribbble Alternatives for Freelancers Find the best Dribbble alternatives for freelancers in 2025. We review 6 top platforms, comparing their unique features, pricing, and commission fees. Read more MORE THAN 120,000 Independents Over 120,000 independents trust Ruul to sell their services, digital products, and securely manage their payments. FROM 190 Countries Truly global coverage: trusted across 190 countries with seamless payouts available in 140 currencies. PROCESSED $200m+ of Transactions Over $200M successfully processed, backed by an 8-year legacy of secure, reliable transactions trusted by independents worldwide. FREQUENTLY ASKED QUESTIONS Everything you need to know. Get clear, straightforward answers to the most common questions about using Ruul. hey@ruul.io What is Ruul? Ruul is a merchant-of-record platform helping freelancers and creators globally sell services, digital products, subscriptions, and easily get paid. Who is Ruul for? Ruul is designed for freelancers, creators, and independent professionals who want a simple way to sell online and get paid globally. How does Ruul work? Open an account, complete a quick verification (KYC), and link your payout account. Then, start selling through your store or send payment requests to customers instantly. How does pricing work? Signing up is free. There are no subscription or hidden fees. Ruul charges a small commission only when you sell or get paid through the platform. What is a Merchant of Record? A merchant of record is the legal seller responsible for processing payments, handling taxes, and managing compliance for each transaction. What can I sell on Ruul? You can sell services, digital products, license keys, online courses, subscriptions, and digital memberships. How do I get paid on Ruul? Add your preferred bank account, digital wallet, or receive payouts in stablecoins as crypto. Funds arrive within 24 hours after a payout is triggered. OPEN AN ACCOUNT START MAKING MONEY TODAY ruul.space/ Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trustpilot Product Payment Requests Sell Services Sell Products Subscriptions Ruul Space Pricing For Businesses Resources Blog About Contact Support Referral Program Affiliate Program Partner Program Tools Invoice Generator NDA Generator Service Agreement Generator Freelancer Hourly Rate Calculator All Rights Reserved © 2025 Terms Of Use Privacy Policy
2026-01-13T08:47:45
https://pypi.org/
PyPI · The Python Package Index Skip to main content Switch to mobile version Warning You are using an unsupported browser, upgrade to a newer version. Warning Some features may not work without JavaScript. Please try enabling it if you encounter problems. Help Docs Sponsors Log in Register Menu Help Docs Sponsors Log in Register Find, install and publish Python packages with the Python Package Index Search PyPI search-focus#focusSearchField" data-search-focus-target="searchField"> Search Or browse projects 724,176 projects 7,891,429 releases 16,784,376 files 996,737 users The Python Package Index (PyPI) is a repository of software for the Python programming language. PyPI helps you find and install software developed and shared by the Python community. Learn about installing packages . Package authors use PyPI to distribute their software. Learn how to package your Python code for PyPI . Help Installing packages Uploading packages User guide Project name retention FAQs About PyPI PyPI Blog Infrastructure dashboard Statistics Logos & trademarks Our sponsors Contributing to PyPI Bugs and feedback Contribute on GitHub Translate PyPI Sponsor PyPI Development credits Using PyPI Terms of Service Report security issue Code of conduct Privacy Notice Acceptable Use Policy Status: all systems operational Developed and maintained by the Python community, for the Python community. Donate today! "PyPI", "Python Package Index", and the blocks logos are registered trademarks of the Python Software Foundation . © 2026 Python Software Foundation Site map Switch to desktop version English español français 日本語 português (Brasil) українська Ελληνικά Deutsch 中文 (简体) 中文 (繁體) русский עברית Esperanto 한국어 Supported by AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page
2026-01-13T08:47:45
https://stoplight.io/podcast
The API Intersection Podcast, hosted by Jason Harmon | Stoplight Solutions   Stoplight Platform Design, document, and build APIs  For Developers Drive results with quality APIs  For Program Leaders Keep your API teams on track  For Tech Executives Achieve strategic transformation  Enterprise Solutions Results tailored to your needs  See a Demo Learn how Stoplight can help you Open Source Spectral Prism Elements Resources  LEARN  Stoplight Docs  eBooks  Guides  Webinars  API Design Hub  Support EXPLORE  Blog  Podcast  Community  Open Source  Case Studies  YouTube Pricing About   About Us  Blog  Careers  Press  Contact Us  Get Support SOCIAL Login Get Started { The API Intersection Podcast } The podcast on the intersection between API design and digital transformation. Listen on Spotify Podcasts Listen on Apple Podcasts Listen on Google Podcasts Listen on Amazon Music Listen on Stitcher Listen on Audible Subscribe RSS Feed Tune in to hear from industry experts about how to use APIs and save time, save money, and grow your business. On API Intersection, you’ll learn from experienced API practitioners who have transformed their organizations. Get tangible advice on how to build quality APIs and collaborate across your organization for success. Our host, Jason Harmon (CTO of Stoplight), speaks with industry experts, to answer listener questions, and share best practices on API design (definition, modeling, grammar), governance (multi-team design, reviewing new APIs), platform transformation (culture, internal education, versioning) and more. Ready to transform your organization? API Intersection Podcast listeners are invited to sign up for Stoplight and save! Use code INTERSECTION10 to get 10% off a new subscription to the Stoplight Platform that’s right for you. Offer good for annual or monthly payment option for first-time subscribers. 10% off an annual plan or 10% off your first month. Valid until December 31, 2023. Meet the Host Jason Harmon, CTO of Stoplight Our host (with the help of his avian co-host, Charo) brings over a decade of industry-recognized REST API experience to discuss topics around API design, governance, identity/auth versioning, and more. As Chief Technology Officer of Stoplight, Jason Harmon oversees our world-class engineering team seeking to solve the software industry's API design problems, and he also oversees product, security, and IT. Featured Episodes of API Intersection Navigating API Governance and Development August 24, 2023 The API Security Hype: Debunking What's Truly Relevant with Wib's Chuck Herrin August 10, 2023 Simplifying Video Streaming with APIs with CTO of Daily, Varun Singh July 27, 2023 Navigating Change and Building Cohesion: Transforming Large-Scale API Programs July 13, 2023 Products Stoplight Solutions Enterprise Sales Open Source Pricing Resources Stoplight Docs Blog Podcast Guides Webinars Help See a Demo Get Support Contact Us Stoplight Community Status Page About About Us Press Case Studies Roadmap Careers © 2024 SmartBear Software. All Rights Reserved. Website Terms of Use Subscription Agreement Privacy Policy Support Policy Security
2026-01-13T08:47:45
https://docs.suprsend.com/docs/web-push
Web Push Template - SuprSend, Notification infrastructure for Product teams Skip to main content SuprSend, Notification infrastructure for Product teams home page Search... ⌘ K Community Trust Center Platform Status Postman Collection GETTING STARTED What is SuprSend? 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Navigation Channel Editors Web Push Template Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Channel Editors Web Push Template OpenAI Open in ChatGPT How to design Webpush template with customisation options to add action buttons and image. OpenAI Open in ChatGPT ​ Design Template You can design template with a simple form editor tool. You can add variables with Handlebarsjs language. You can check how the message will look in the preview section on the right side. Once designed, you can save the web push notification template by clicking on Save Draft. When you are ready, you can Publish Draft by providing a name to the version. This will become the Live version, and will be used whenever the associated workflow is triggered. ​ Web Push notification fields description Field Description Title Small message text box. Note that this field will be displayed in single line only, and very long content can get curtailed. Use handlebarsjs to add variables. Large Icon The small icon will show up to the right of the notification text. SuprSend puts your organisation logo as default in the large icon, which you can set from ‘Organisations Tab’. This will be shown by default and cannot be changed. Message Large message text box. Use handlebarsjs to add variables. Image Optional Recommended banner filetypes are PNG , JPG , JPEG . SuprSend will auto-scale your image so that it doesn’t get cropped. Action URL Provide a URL where a user will go when he clicks on the push notification. Use handlebarsjs to add variables. Action Buttons Optional Enter up to 3 Button names and URL. You can use variable names using handlebarsjs in both action name and URL. You can give your android deeplink URL as well. The action button name color is picked up from your organisation settings. You cannot change button color in a template once it is created. ​ Adding dynamic content in Web Push There will always be the case where you would be required to add dynamic content to a template, so as to personalise it for your users. To achieve this, you can add variables in the template, which will be replaced with the dynamic content at the time of sending push. To send actual values to replace variables at the time of communication trigger, use one of our frontend or backend SDKs. Here is a step by step guide on how to add dynamic content in web push: 1 Declaring Variables in the global 'Variables' button: If you are at this stage, it is assumed that you have declared the variables along with sample values in the global Mock data button. To see how to declare variables before using them in designing templates, refer to this section in the Templates documentation . 2 Using variables in the templates: Once the variables are declared, you can use them while designing the web push template. We support handlebarsjs to add variables in the template. As a general rule, all the variables have to be entered within double curly brackets: {{variable_name}} If you have declared the variables in the global ‘Variables’ button, then they will come as auto-suggestions when you type a curly bracket { . This will remove the chances of error like variable mismatch at the time of template rendering. Note that you will be able to enter a variable name even when you have not declared it inside the Variables button. To manually enter the variable name, follow the handlerbarsjs guide here . Below are some examples of how to enter variables in the template design. For illustration, we are using the same sample variable names that we declared in the Templates section: json Copy Ask AI { "array" : [ { "product_name" : "Aldo Sling Bag" , "product_price" : "3,950.00" }, { "product_name" : "Clarles & Keith Women Slipper, Biege, 38UK" , "product_price" : "2,549.00" }, { "product_name" : "RayBan Sunglasses" , "product_price" : "7,899.00" } ], "event" : { "location" : { "city" : "Bangalore" , "state" : "KA" }, "order_id" : "11200123" , "first_name" : "Nikita" }, "product_page" : "https://www.suprsend.com" } To enter a nested variable, enter in the format {{var1.var2.var3}} . Eg. to refer to city in the example above, you need to enter {{event.location.city}} To refer to an array element, enter in format {{var1.[index].var2}} . Eg. to refer to product_name of the first element of the array array , enter {{array.[0].product_name}} If you have any space in the variable name, enclose it in square bracket {{event.[first name]}} You will be able to see the sample values in the Preview section, as well as in the Live version when you publish a draft. If you cannot see your variable being rendered with the sample value, check one of the following: Make sure you have entered the variable name and the sample value in the Variables button. Make sure you have entered the correct variable name in the template, as per the handlebarsjs guideline. What happens if there is variable mismatch at the time of sending? At the time of sending communication, if there is a variable present in the template whose value is not rendered due to mismatch or missing, SuprSend will simply discard the template and not send that particular notification to your user. Please note that the rest of the templates will be sent. Eg. if there is an error in rendering Web Push template, but email template is successfully rendered, Web Push notification will not be triggered, but email notification will be triggered by SuprSend. Was this page helpful? Yes No Suggest edits Raise issue Previous Slack Template How to design Slack templates using text editor or JSONNET editor for rich block kit templates. Next ⌘ I x github linkedin youtube Powered by On this page Design Template Web Push notification fields description Adding dynamic content in Web Push
2026-01-13T08:47:45
https://twitter.com/taylor_atx
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2026-01-13T08:47:45
https://agileinaction.com/agile-in-action-podcast/2023/10/03/coping-with-digital-transformation-and-human-change.html
The Agile in Action with Bill Raymond Podcast Home Learn More Sponsors Watch now (here is a direct link ) Listen now Coping with digital transformation and human change Oct 3, 2023 • Bill Raymond Pia Wendelbo, CEO of Scandinavian Change Agents 🌎 Pia on LinkedIn 🌎 Scandanavian Change Agents 📄 Mentioned GitLab Survey About this podcast episode 🎙️ Indispensable guidance for leaders in the throws of digital transformation Pia Wendelbo, CEO of Scandinavian Change Agents, provides insights to help you successfully navigate digital transformation in your organization. Pia will explain how you must take a holistic view beyond implementing new technology. You will learn critical leadership traits like getting the big picture view, anticipating failure points, and understanding the neuroscience and habits required to change behaviors. Pia and Bill share stories and practical guidance to help you effectively deliver change. Here is what you will learn: ✅ The importance of taking a holistic view of digital transformation ✅ The positive team impacts when you create a safe space for learning and growth ✅ The role of neuroscience and behavioral design thinking in understanding how people thrive in change 🎉 Critical leadership traits and strategies needed for a successful digital transformation effort #AgileInAction #DigitalTransformation #ChangeManagement Transcript [00:00:00] Introduction [00:00:00] Speaker: Welcome to the Agile in Action Podcast with Bill Raymond. Bill will explore how business disruptors are adopting agile techniques to gain a competitive advantage in this fast-paced technology driven market. [00:00:13] Introducing Pia Wendelbo [00:00:13] Bill Raymond: Hi and welcome to the podcast today I’m joined by Pia Wendelbo. She’s the CEO of Scandinavian change agents where she helps people and companies navigate change. Hi Pia. How are you today? [00:00:25] Pia Wendelbo: Hey, Bill. I’m really good. Thanks for having me on here. [00:00:29] Bill Raymond: Yeah, I’m excited to talk to you today. We’re going to talk about coping with digital transformation and human change. Before we get into it, can you share a little bit about yourself? [00:00:40] Pia Wendelbo: Yeah, sure, Bill. Of course I can do with over 20 years of experience within strategy and innovation and change management I help organizations try to establish the right framework to help them grow in the face of digital disruption. And what I’m especially, actually, what I’m especially interested in and curious about is actually the human side of this change. [00:01:04] Bill Raymond: You’re going to be bringing up neuroscience of all things when it comes to this. And I guess that makes sense since you’re focused on human change, but maybe what you can do is give us a little bit of an overview as to what you mean by digital transformation and neuroscience and how those two things interplay. [00:01:22] Pia Wendelbo: Digital transformation is often thought of as a technological integrations of new technology, right? But actually it’s so much more than just that. So what I usually always advise companies to do in terms of digital transformation is actually to take a more holistic view on their transformation. And that means actually reviewing their business strategy and also their ecosystems. Also going into processes and structures, which is usually also affected by this. And value propositions and value change, of course, and then the last part is actually the culture staff and customer, both engagement and experience, and that is often where I see people are lacking to put enough effort. So this whole human aspect is often forgotten when you are trying to do a bigger digital transformation in your company. And that is actually why it’s so interesting to also look at this neuroscience and behavioral design thinking, because that actually helps. companies and business leaders to navigate around how people actually thrive in change and take change onto them. And I believe that this is something that supports the growth of the company. And I think it’s a really important meta skill for companies for the future to actually Continue to grow. [00:02:41] What is digital transformation [00:02:41] Bill Raymond: When we talk about digital transformation, very often we immediately think systems. We think, oh, we’re going to have to implement this new technology or, now, of course, artificial intelligence is being talked about. But just before that, it was apps being on an app store. And, just before that it was having a quality website or whatever the case may be. We always go into that digital transformation with that technology mindset. And sometimes we don’t think about. Are we staffed properly for that? Do we need to organize properly for that? Do we have the proper culture in place in order to bring these things to fruition? And I think that’s what I’m hearing from you. [00:03:20] Pia Wendelbo: Exactly. Exactly. So that’s actually going back to what I started saying around this holistic thinking. So it’s really important you as a company and you as a C manager or business leader that you actually go into the helicopter when you want to do a digital change. And then there’s a lot of interesting questions that you should ask yourself before you, you actually go along with the changes. And a lot of this is. Exactly as you’re saying, also related to the human part of it and the process parts of it, which you should definitely cater for as well. It’s not just about implementing a piece of software or a system. [00:03:53] Bill Raymond: Yeah, I love your comment there about getting into the helicopter and looking over and seeing what needs to be done as a leader. What are some of those things that you need to think through in order to implement change? [00:04:05] Pia Wendelbo: Yeah, the first one is exactly this holistic thinking. And what you do there is that you go back and then you… You actually look at your strategy. So how do you see your digital strategy? That is a question you should definitely ask yourself and you should look at it from like the ideas and the desires that you actually have as a company and how does that then affect you from a more digital point of view, what you should also ask yourself in terms of the strategic part is that what should you actually be doing based on the markets and the customer trends and customer needs actually. That I often see also that companies don’t necessarily deliver exactly what customers are needing, or there’s a lot of unmet needs with which they are actually not catering for. So there’s usually there’s a really interesting spot here where you can actually optimize your business for growth if you look at that in a different angle. And then another interesting thing is definitely, as you were saying before, look at the capabilities and the resources. So if you’re going into this, do we actually have the right resources of right capabilities to actually pull this off? And that is often something I also see that companies are a bit overconfident that is something we can teach or learn ourselves. But often it takes something else. They don’t really realize how much efforts should actually be put on that part. So that’s the strategic part. [00:05:26] Focus on the slack [00:05:26] Pia Wendelbo: But what I think is also very important into all of this is actually the slack. The slack in an organization is crucial when you want to drive a transformation or you want to implement something new, right? Because most people in an organization, there’s they have lots of stuff on the table, they have lots to do. So now you’re coming with an extra element in on their plates, and then this doesn’t necessarily mean that’s the most important thing for them right now. Maybe they have other KPIs that they are following at the moment. They have big projects that they’re. trying to implement. So now you’re coming in and bringing in this extra thing. So you have to help them navigate around what is then the most important thing to do here. Maybe you have to even take stuff off their plates as well. So talking about the slack is very important. And then there’s two other elements that I would also like to mention here. And one is like putting yourself in the shoes of those people who are actually gonna work with this change because if you don’t do so then you don’t really realize what’s going on So I think it’s very It’s important that you actually try to turn things around and then look at the impact that this might have on those people who’s going to work with these changes. So you should ask yourself, actually, the question of what will actually impact them and why would they not necessarily think that this is a brilliant idea to go in this direction. So you already in the front of things, try to navigate around these frictions that might be there. Or your change. And then the last part is actually talking about potential fail. So I would always suggest business leaders to also dare to actually talk about what could go wrong in this process. So you put your mindset into that before you actually started off. So you put your no hat on and then really go through. Okay, what can actually happen here? What could be the worst scenario? What would make people not want to take on this change that we’re trying to implement here [00:07:16] Bill Raymond: Yeah that slack and the, what could fail, those are two ones that really resonate with me the most from what you just talked about, very often when we talk about slack, I think the easiest question is here is the team that I have in place considering that there are constraints around just hiring a whole bunch of more people or what have you. These are the people that are going to be doing the work. What is their full time job? How are we going to free up their time so that they can improve what we’re trying to do? The digital transformation is all about improvement supposedly, right? So how do we provide for that? One of the things that I see very frequently is that we just say we don’t have enough capacity here to do all of these things. And I want to get all these things done in X number of months. So we’ll just hire some consultants to come in and believe me, I’m one of the consultants that people will hire sometimes and I see it so often where the consultant comes in and says. Here is the new process and the people that need to be involved in the decision making feel like they’re not really there. And part of it, they’re just the recipients of it. And I’ve seen that fail so many times. It’s yeah, sure. You could bring someone else in to help with process improvements and help with the transformation. But the people that are going to be impacted can’t just have something thrown at them and say, here’s your new job that you’re doing. [00:08:40] Pia Wendelbo: Exactly. They definitely need to be involved and they also need to be the ones showing the path forward because they are also the ones sitting with all the details so they also know already what is good and what is bad and what doesn’t work or what could we actually do to improve whatever process in this case, as your example, that we are talking about here. So it’s crucial that they’re part of it. And I think in terms of what you were just saying that the most effective way to actually work with this is actually to cohort with it. So you buddy up and then you teach along the way. So it’s about teaching and building competence in the existing team along the way so they can stand on their own afterwards. So you’re not just coming in with something and then going out again. No, you’re actually building an organization that will be able to stand on their own legs and then they can evolve further because now they have built the base grounds and the capabilities to continue with this transformation. So that is something I also see very often exactly the examples you just gave. and I think many organizations also see transformations or innovations, just as projects, but to me, I think it’s way more interesting to see it as a flowing thing that you as a company learn how to evolve generally all the time, how to be innovative, how to have tools to constantly transform, innovate and that kind of thing. And that’s what I think is really interesting that you built those competences inside your company. With all the people in it. [00:10:05] Bill Raymond: Yeah, absolutely. I’ve always said that the best consultant works themselves out of a job. [00:10:10] Pia Wendelbo: Exactly. [00:10:11] Do not ignore potential failure [00:10:11] Bill Raymond: The other piece to that was the failure that really resonated with me. And I was thinking about that because, very often when we sit down to work on an effort, we all try to remain super optimistic, right? Yes, this is the thing that we’re going to do. And so when people talk about what some of the failures could be, sometimes we actually. Push people off a little bit and say, you’re being negative when actually that’s actually super important, right? We need to know about what those things are, but then for some reason it always ends up in some sort of a presentation deck as a risk register. That gets displayed sometime in the middle of a presentation to the executive team or whoever that’s going to sign off on this and it just falls by the wayside. And maybe every now and again people check in on it and say here’s an update on that, but we’re not constantly asking ourselves, are we doing the right things and is this going to fail, especially if we start to see signs of it. that Even though we have the eye on the prize to get this thing done, we forget that one little failure along the way can actually put a huge blockage on the entire effort. [00:11:19] Pia Wendelbo: Exactly. Yeah. And as you said, it’s not necessarily that comfortable or interesting to look at those failures, but it’s actually very important. And I would say that also managers or team leaders, for instance, in a product management team, it’s very important that they live this out. So it have to be a safe space for the team to always be honest, and you have to make sure that you cater. For the fact that people feel that they can be honest, so you’d rather, much rather have them honestly coming and saying, hey, you know what, I’ve just seen now that what we are trying to develop here doesn’t really work. I can see that we need extra time or this particular thing doesn’t really work the one, the way we expected. So we need to do something else or whatever. So If you have that culture in the team and it’s allowed to say these out loud on the go, then there’s a lot of failures that you actually can take away off the table because you solve them along the way, right? Instead of They, they grow to big elephants in the room. So I think that’s a lot to do with the culture and how you actually work together in the team. And that has a lot to do with how you manage it as well. So if you as a, for instance, a C level leader comes to the team, you should be really genuine conscious about what’s going on. You should ask questions. You should let people know that you want the truth. You don’t necessarily want a pretty picture of what is going on, but you actually really want them to tell you, is this good or bad, or how are we doing guys? And that I often see missing. [00:12:44] Leadership traits in digital transformation efforts [00:12:44] Bill Raymond: Yeah. All right. That’s actually a good transition because what you just talked about are some of the key leadership traits that we need to see in a digital transformation effort. Digging into how a digital transformation impacts teams. Now, I want to be clear. Sometimes when we use the word teams, we suggest that here are the that teams only exist at one level. If you are a leader, and you’re thinking about the leadership traits as a digital transformation, effort. Actually, you have a team that you’re working with too. It’s another group of leaders that you will more than likely impact or who could be impacted, and you need to get alignment there. That’s a team. But in this case, I am going to ask you specifically about how digital transformation impacts the team members, the people that are doing the work, the executives, the leadership team agreed to something, and now we have to do this. How does that digital transformation impact them? [00:13:43] Pia Wendelbo: It can impact them in many different ways of course, but exactly as you are saying they need tools to actually navigate around this. And usually as people, as persons it’s actually hard to do things differently, right? No matter what level we are at in the organization. If you want to teach something, you want to do something new, if you want to change a habit, right? It’s something that takes time. It’s not something you just do right away. So you need to make sure that you as a team have the slack. So exactly going back a bit to what we discussed before, it’s so important that you have the slack in the team that you can take the time out to, to learn. How to navigate around this new thing if it’s a software if it’s a new way of treating the customer If it’s a culture whatever it is that you’re trying to change. A first very important thing is to make sure that the whole team actually have checked slack to take this in. So you have to discuss that in the team and make sure That you take things off the table and that those things you take off the table is okay to take off so people kind of agree. This is number one And this is what we’re focusing on now, and we are not doing two and three and four and five. We’re doing exactly this one, and that can be sometimes difficult, but a very important thing in the team to constantly go back and check with each other. Okay, I’ll be on the right track here. What are we actually doing? And then another thing that I see, which is really important in terms of these transformational changes is that people can feel quite uncomfortable, right? Because can I actually do this? Do I have the capabilities, the right competences to actually take this change in? So a lot about this is also creating a safe space for learning and growth in the team. So again going back to a little bit what we talked about before that it should be Safe, you know raise your hand and saying hey, I don’t necessarily know exactly how to do this can anybody help me or how do we do this as a team? So you don’t feel that you are like flying out there alone, but you actually have people to ping pong with. And so you grow together as a team, learn together as a team. And then what I also see here is that many people don’t really understand how our brains actually work and how we as people actually take decisions. [00:15:49] The important of training [00:15:49] Bill Raymond: It’s interesting I just before this call, I was reading a survey that came out from a company called GitLab. I don’t know if you’ve ever heard of them. If you’ve heard of GitHub from Microsoft of course, they’re thinking about developers and digital transformation and things like that. And one of the problems that I’ve seen with a lot of these digital transformation efforts and the impact on teams is that the teams may not have the skill set, for example, in this particular study, it says that 34 percent of the respondents and there’s a good number of respondents. I’ll actually provide a link to the survey if people want to actually read it 34 percent that they do not have the skill set to deploy AI. And that’s just one topic, right? So maybe you’re going to go through digital transformation where all the things that you did in your organization were paperwork, and now you’re going to put some automation in front of it. You don’t know that software. A lot of these things have to do with a lot of unknowns and that can be scary to people. And I feel like that’s another kind of impact that we can see on these teams is that not only just giving people the slack to do things and talking about what failure might mean, but it’s also making sure that our teams feel empowered to learn this technology and to learn what exactly it is that they’re implementing rather than just learning as you do. So I find that sending people to training, for example, is a really good start to get people familiar and less, if you will, nervous about the change effort. [00:17:25] Pia Wendelbo: Definitely agree with you on that one. And I see exactly the same. I see that this is usually quite underestimated or there’s an overconfidence in the organizations that people just, you know, we can just throw this in the head of the people and then they’ll just do it. But exactly as you’re saying, it really takes a lot of new capabilities to actually pull this off on high enough level for you to get to create the success you want, right? So instead of us just doing the teaching, as you’re saying, what I also often suggest to companies is actually that you do these buddy team up thing. So you have a specialist either external, if you don’t have any specialist in your company that knows enough about this particular thing, for instance, the AI, as you were mentioning then you have to hire in somebody who is really on a high level on this, and then you team up. So people learn along the way, because it’s quite effectful to have that body on the side of you because then it’s easier for you to learn what is going on here and you can build your capabilities on top of it instead of just having a consultant, for instance, going in and then as we were talking about before, then you are stuck again when that person then leaves your organization. So it’s all about keeping the growth inside the organization and at the same time, this will also cater for the other example you gave like people are a bit maybe nervous or feel uncomfortable in how you’re doing should I actually take this on. So if you have a person who really knows how this goes, then it’s more comfortable for you also to throw yourself into this new thing because you know that there’s a person in your back that actually knows what this is all about, right? [00:19:02] The neuroscience of digital transformation [00:19:02] Bill Raymond: And this is all leading up to one of the interesting topics that we started at the beginning of the podcast, which is neuroscience. And before we had this podcast recording, you and I were talking about the systems of the brain, this dual process theory. Can you talk about that and how that is integrated into this concept of transformation, digital transformation? [00:19:24] Pia Wendelbo: Basically what happens when we do these Digital transformations in a company and many times we don’t really realize how hard an effort It actually is for a person to take on new stuff. Learn something new so if you for instance want to take up a new habit you want to start running you have never run before for instance Then it’s not something you just do because maybe you do that the first week because it’s really exciting. You have this goal for yourself that I really want to run right, but then it starts to get hard and then it’s not so easy for you to keep that new change and that’s exactly the same that happens in an organization So if there’s certain way new ways of working a new process, you have to take in new stuff It might be very interesting in the beginning and you have the motivation to actually go in and change this and work differently or have shorter meetings or whatever it can be. But then after a while you fall back because it’s just easier to do things the way you used to because you don’t have any support systems around you that kind of keeps you on track. And the reason why this happens is because you as a person, we actually have these system one and system two, as you were saying, this dual process theory that we actually use when we take decisions, and that means we as persons, we are quite lazy. So we don’t want to use more energy than we are supposed to. We want it as easy as possible. So everything that has to do with habits, for instance lies in your system one. So system one is really, really fast, it’s intuitive, it’s uh, unconscious and it’s something you do automatically. So that is exactly where all your habits lies. When you brush your teeth or your bike or your drive to work, it’s just something you do. You don’t really use a lot of brain energy on it, right? Whereas system two, that is actually where you are like much more slow, you are reflective you’re actually rational, you’re thinking about the future, and you’re quite controlled. And when you want to change stuff, when you want to do something differently than what you did yesterday, then you have to use extra energy on actually making that happen, right? And that is exactly what is Organizations miss because a lot of these digital transformation strategies stuff you want to implement in companies, they are made with your system, too So people have sat down spend a lot of energy on figuring out what it is that we want to do here, right? But then when people in the organization then have to take on this new strategy then they are receiving it with their system one. And now we will start to see the conflict here, right? So that is why it’s so important, actually, that we have this slack. Because it will take us time to actually change the way that we used to do things. Instead of what we did before. And another thing here also is that as the brains are lazy, even though we have the motivation for it, it still feels easier for us to maybe do what we just did. It’s really easy to fall back, right? So another thing that organizations need to think about in these transformations is actually that you help each person build the framework around themselves to actually go into these new stuff and parts of this is using the team, right? So you as a team work with this together. You put it in focus. You all work with this new thing So it’s not just you who’s doing it But you have a whole team that can help each other up on doing things differently And you can also work with external triggers for instance and an easy example here: If you want to change the way that you do meetings you want to have shorter meetings, then in Outlook, when you’re booking a meeting, it’s always one hour, right? That’s the default. But you have to then change the system maybe to a default says 30 minutes because then it’s easy for you to hold a 30 minutes meeting. You don’t have to think about booking it because it’s just, yeah, right? So that’s an example of an external trigger. And that is something you really need carefully to look at as a company when you’re trying to do these changes because there’s so many things that people can fall back on. So really upfront looking at these frictions and figuring out where could this go wrong. As we were talking about before, right? It’s quite important. [00:23:32] Bill Raymond: Yeah, I completely hear you there. I, I was just thinking about a company that I was working with and they were going through a digital transformation to move all of their IT systems in the cloud. Even if they just had to move the application from their current server hardware, their computer hardware onto other computer hardware hosted by some other company like AWS, Amazon web services, or Azure, or what have you. And I just remembered. These projects were coming up where companies needed some software and they weren’t necessarily cloud enabled, but the I. T. Department was still saying we’re going to have to purchase more hardware to put into our server rooms, and we don’t have the capacity for that. And there was this constant, but wait, you don’t need to worry about that. We’ll put the software on the cloud. You don’t need to worry about increasing the capacity of your server room. And because they were in that system one, they were in that unconscious, I’m still living in this world. And really they needed to be in the system two, reflecting about that future and thinking about how we’ll know we’ll just work with that vendor to do the same thing we always do. But we’re just not going to purchase hardware and install it in a rack in a room with air conditioning anymore. That’s just going to be there for us when we press a button and fire it up over on that other cloud provider system. [00:24:52] Pia Wendelbo: Exactly. And that was also partially because they didn’t necessarily have the capabilities needed to actually understand what that change actually impacted. So they didn’t understand that it would be so easy for them, right? So they were nervous that this would just be more of the same. That they already have, right? [00:25:08] Takeaways [00:25:08] Bill Raymond: Absolutely. As we’re wrapping up on this, I’d love to know, if an organization is just getting going right now on a big digital transformation, or maybe they’re even midway through it, I don’t know I’ll leave that to you, how you want to answer it, but if they’re working on a digital transformation effort, what are some key takeaways in order to make sure it’s successful? [00:25:31] Pia Wendelbo: Yeah, I think we actually talked a lot about a lot of them, so maybe it’s just summarizing a lot what we just talked about. So for me the slack is really important and even though it sounds really basic. It’s something that I see is not happening out there. So so I can only say out loud one more time that Prioritizing this is really important because it is hard also for leaders It doesn’t feel good, right? To take things off the plate. So it’s actually quite hard to really focus on just doing this one thing and making that slack happen. So that is definitely one of the things I would recommend. And the other thing that I would say is also really walking in the shoes of your organization. So taking the time to, to step back and then look at the friction that this might cause in your organization is usually very effective as well. So you really put yourself in the shoes of those people who are going to take in the transformation. Often this is also something that you don’t really spend that much time on. And then there’s also this potential failure hunting. I think it’s really interesting to go in that position when you kick things off. So I would always recommend, for instance, to do a point of departure, where you look at your successes, of course, but definitely also look at how would this look like if we actually failed. So it’s a lot about spending time on these preps which is often overlooked a bit. [00:26:52] Bill Raymond: One of the things that we do with agile very frequently is we always say to people gone are the days of the three month planning cycle, and then you have a mission statement and then four months later, you kick the effort off, but, we can do a lot of these things as a preamble. Because we don’t have the budget yet, or we are still thinking about it. We can do all of these things as a preamble and we can treat it like it is an agile effort as well. We don’t have to go into this blind and say, okay, day one, we’re starting. We don’t have time to do all of these team work and planning things now we have to just get right to doing the work. I don’t think that’s what we’re trying to propose when we talk about agile. [00:27:36] Pia Wendelbo: Exactly. So it’s a, it’s about the iteration parts of starting a project as well. So exactly, that is the way to do it. So when we work with this, when I work with teams around it, I exactly put in time in the beginning of it before we go into that to exactly do a lot of these things, and then another thing you can do also is that you can put it into your already rhythm. So part of your retrospective, take this in as part of what you’re discussing there. Take it as a part of the standups that kind of thing. And then also inviting maybe the C level managers, those who are then following the project alongside invite them into the room, let them listen into what is really going on. So they start to feel and understand what’s actually happening here. So they don’t have a picture of things are just like really high level or a pretty picture of this is just how beautiful things are right now, but they really understand that there’s also struggle in this project. So it gets easier for them. And many times if they are there and they actually are able to cater for the team in the right way, where people actually feel comfortable in speaking out, there’s a lot of stuff you can take along the way. Instead of building it up and then just realizing before you launch it, for instance, or things are getting pushed or stuff like that. And even though we also have to remember that’s actually also part of the neuroscience part that we as persons, we are overconfident in what we are actually capable of doing. And that also goes for the C leaders. So then when they are putting out a deadline or we want this out here. They also over confident in what what the team will actually be able to pull off. So having these honest dialogues along the way is so important. [00:29:08] Wrap up and how to contact Pia Wendelbo [00:29:08] Bill Raymond: I think that’s a great way to wrap up the podcast, actually. Pia Wendelbo, I really appreciate your time today. Before we wrap up, is there some way people might be able to reach you to converse on this topic? [00:29:21] Pia Wendelbo: Yeah, for sure. So they can either reach me on my website. So it’s https://scandinavianchangeagents.com or they can also go to my LinkedIn page, just search under my name, Pia Wendelbo. [00:29:32] Bill Raymond: Absolutely. And I will make sure that those links are on the https://agileinaction.com website. And if you’re in a podcast app right now, just go into the show notes, the description, and you’ll see those links there as well. Pia Wendelbo, thank you so much for your time today. I really appreciate it. [00:29:47] Pia Wendelbo: Likewise, it was a pleasure to talk to you about this very important topic. [00:29:52] Speaker: Thank you for listening to the Agile in Action Podcast with Bill Raymond. Subscribe now to stay current on the latest trends in team, organization, and agile techniques. Please take a moment to rate and comment to help us grow our community. This podcast is produced in affiliation with Cambermast LLC, and our executive producer is Reama Dagasan. If there is a topic you would like Bill to cover, contact him directly at Bill.Raymond@agileinaction.com. The Agile in Action with Bill Raymond Podcast The Agile in Action with Bill Raymond Podcast bill.raymond@agileinaction.com williamraymond BillRaymond The Agile in Action Podcast with Bill Raymond serves listeners with unique perspectives of the people working tirelessly to modernize how teams work.
2026-01-13T08:47:45
https://stackoverflow.com/questions?tab=Unanswered
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Explore Stack Internal Unanswered Questions Ask Question 3,012,001 questions with no answers se-uql#toggleEditor"> Newest Active Bountied 12 Unanswered More Bountied 12 Unanswered Frequent Score Trending Week Month Unanswered (my tags) Filter Filter by No answers No upvoted or accepted answers No Staging Ground Has bounty Days old Sorted by Newest Recent activity Highest score Most frequent Bounty ending soon Trending Most activity Tagged with My watched tags The following tags: Apply filter Cancel 0 votes 0 answers 4 views Proto encoding for message with packed repeated elements Quite new to protobuf so hope the question isn't too basic. Can someone please help explain the example that is used in https://protobuf.dev/programming-guides/encoding/ repeated elements which I can'... encoding protocol-buffers proto3 packed Atilla Mete Turedi 1 asked 2 mins ago 0 votes 0 answers 11 views Is it a bad practice to have a Scaffold as a child of a ListenableBuilder I am currently building a Flutter app for a company I am working for, and I was doing some code refactoring that implied moving a Scaffold as a child of a ListenableBuilder . 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"ERROR: couldn't pull your schema: resp.text is not a function" I have a SvelteKit project where i am trying to query a GraphQL endpoint and get end to end typesafety using Houdini. I run npx houdini init in my repository and get the following error: ⚠️ Couldn't ... typescript graphql sveltekit Jayant Godse 1 asked 23 mins ago -2 votes 0 answers 33 views Next/Node stops responding to POST requests after a few minutes I have a Next app deployed on my EC2 paired with nginx, pm2. When my deployment script restarts Next with pm2, all is well, however, after 2-15 minutes, all POST routes stop responding and they ... node.js nginx next.js pm2 Ivan Shatsky 16.2k modified 35 mins ago 0 votes 0 answers 40 views Hosting Ansible Playbook using Docker So I been working on an Ansible based project which basically handles the application/firmware upgrade from a Centralised Ansible Server connecting to hundreds of thousands of Linux Application ... linux docker ansible amitk 161 modified 47 mins ago -2 votes 0 answers 32 views Capturing sudoku but Selenium didn't find it with Chrome in HTML I'm trying to capture this sudoku with Selenium and Python after accepting the cookie. With this code I could accept the cookie in the iframe and write the main site to the output.html for debugging: ... python selenium-webdriver cookies iframe jonrsharpe 123k modified 48 mins ago 0 votes 0 answers 32 views Why do Tkinter apps running under uv have strange fonts? 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We split each client demand into multiple Visit entities: Each Visit represents a ... java optaplanner timefold Youssef Chakir 1 asked 1 hour ago 0 votes 0 answers 153 views SimpleInjector: cannot get instance I registered a few types (interface and its concrete type) in the container using batch addition from a folder. However, I am unable to retrieve the instance. My code: var pluginDLLs = new ... c#-4.0 dependency-injection simple-injector L Tyrone 8,371 modified 1 hour ago -3 votes 0 answers 24 views Shared Visual Studio setup file I'm planning to create a centralized program using Visual Studio and .NET. My question is: I want to put the setup file on a server connected to different computers shared via a network. Is it ... visual-studio marc_s 760k modified 1 hour ago 0 votes 0 answers 27 views C# Maui and UraniumUI TreeView ItemsSource Binding has no DataContext I will start off by saying that I was following the Tutorial here: https://uraniumui.gh.enisn-projects.io/en/themes/material/components/TreeView.html#itemtemplate However, since I am still somewhat ... c# maui Vlad SD 289 asked 1 hour ago 0 votes 0 answers 17 views Non-existent parameter from private bundle while loading extension twig On Symfony 7.4, I have a bundle SoCoreBundle with configure() configuring the configuration of the bundle config file and loadExtension() loading bundle services and parameters. $builder->... symfony Loenix 1,119 asked 1 hour ago -1 votes 0 answers 33 views How to achieve consistent font size in React Native I'm developing a react native app, i've noticed that the same font size 13 px looks larger on an s25 ultra than on my iphone 12 by default. 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I understand that using =TEXT(A1,"[$-00130000]yyyy-mm-dd"), I can ... excel date excel-formula user182601 121 modified 1 hour ago Best practices 0 votes 0 replies 8 views Best practice to build flutter docker image on mac non-x86 for use on x86-64 machine We have a flutter docker image (base image is debian for build and nginx for deployment) The resulting container has to run on an x86-64 machine (uname -m is x86_64) If we build the image on an x86-64 ... flutter docker debian arm64 docker-build alok 1,354 asked 2 hours ago 0 votes 0 answers 304 views Undefined symbol for architecture upon building project and calling LLVM LLVM Release Version: 14.0.1 LLVM Version:clang+llvm-14.0.1-x86_64-apple-darwin.tar.xz Upon running cmake --build build, the output is as follows: [ 18%] Linking CXX executable wplc Undefined symbols ... c++ clang llvm arrowd 34.6k modified 2 hours ago 0 votes 0 answers 33 views Big Query Export Data Options created numerous files with headers only Im currently an automation to export data from big query using python3.11. 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How can I configure Springdoc OpenAPI + Swagger UI to display this specification from the external JAR instead of ... java openapi OneCricketeer 193k modified 3 hours ago 0 votes 0 answers 14 views In Azure AI Foundry (Preview version), how do you set and retrieve variables in your workflow? In Azure AI Foundry (Preview version), how do you set and retrieve variables in your workflow? The following syntax doesnt correctly send or receive the variables from one step to the other: kind: ... azure azure-ai-foundry Robert Corvus 2,186 asked 3 hours ago -2 votes 0 answers 21 views Redis issues: Account access not granted Is it normal that I cannot access my Redis account? I tried to open my account but Redis keeps telling me my email is invalid. I tried signing up, it tells me the account is already in use. Can ... redis Guerson Dukens jr JOSEPH 1 asked 3 hours ago 0 votes 0 answers 29 views Context Menu: Open with Command Prompt (Classic) Lately, Windows 11 is becoming increasingly bloated. Everything appears to load with some form of lag and I've notice this happening in Windows Terminal. Windows Terminal allows you to right-Click ... powershell shell cmd suchislife801 5,034 modified 3 hours ago 1 vote 0 answers 16 views How to unit test a nitro plugin in a nuxt 4 app? I made a little nuxt app with a plugin that fetches some data and put it in a database. I expected the testing of a nitro plugin in my nuxt application to be easy. When I try to write unit tests for ... testing plugins nuxt.js nitro Walter Restifo 11 asked 4 hours ago 1 vote 0 answers 14 views LinkedIn memberCreatorPostAnalytics returns 404 RESOURCE_NOT_FOUND for valid posts I am attempting to retrieve post analytics using the LinkedIn memberCreatorPostAnalytics endpoint, but consistently receive a 404 Resource not found response, despite successful OAuth and post ... rest oauth linkedin-api Meenakshi Joshi 11 asked 4 hours ago Advice 0 votes 0 replies 3 views TortoiseGit - Pull update in but retain my changes as being in the changed state? I keep a copy of a github repository local using TortoiseGit on Windows. I have to make my own changes to some of the source and configuration files. Those changes show up in Windows with the icon ... github tortoisegit user3161924 2,587 asked 5 hours ago 0 votes 0 answers 5k views Cannot read properties of undefined {reading: 'name'} I built a React app locally on my pc and, upon executing npm run start in the Terminal, it worked just fine. However, whenever I push my app to a GitHub repository and deploy the app, it renders a ... javascript reactjs github react-router jsx Glory2Ukraine 1,078 modified 6 hours ago 0 votes 0 answers 29 views Is UWB ranging feasible between Pixel Watch 4 and Pixel 6 Pro? (Jetpack UWB returns 'false') I am trying to develop an application that performs UWB ranging between a Pixel Watch 4 and a UWB-compatible smartphone (specifically a Pixel 6 Pro). My goal is to measure the distance from the ... wear-os uwb Satosi Okubo 1 asked 6 hours ago 0 votes 0 answers 253 views iOS In-App Purchase subscription not found in TestFlight/local build - storekit_no_response error I'm implementing subscription functionality for the first time in my Flutter app using the in_app_purchase package. After completing development, I'm unable to test the subscription. What I've done: ... flutter in-app-purchase app-store app-store-connect subscription Daniel De Avila Developer 1 modified 6 hours ago 0 votes 0 answers 27 views Strapi CORS not working behind Nginx Proxy Manager (Docker), headers always empty I'm running a Strapi backend behind Nginx Proxy Manager (Docker) and trying to enable CORS. Strapi version: latest Nginx Proxy Manager: latest Docker image I want to allow requests from my frontend ... docker nginx ssl cors strapi willm berchiche 27 asked 6 hours ago -3 votes 0 answers 29 views Deno v8 --inspect-brk not working with Chrome Trying to inspect a simple Deno server app. When I run: deno run --inspect-brk --allow-all ./src/main.ts I get the following output: Debugger listening on ws://127.0.0.1:9229/ws/afe8f2d7-6305-4553-... google-chrome v8 deno node-inspector ninadepina 1,397 modified 6 hours ago 1 vote 0 answers 55 views MySQL update previous record entry when entering new entries I ave following MySQL tables store_update_stock Table +-----------------+------------+-----------------+ | update_stock_id | old_row_id | transfer_status | +-----------------+------------+-----------... php mysql codeigniter query-builder mickmackusa ♦ 49.3k modified 7 hours ago 1 vote 0 answers 117 views session userdata has null initials, is not inputted into the database I have a code like this, the problem is when I input why the id_user value is "0". even though the admin logged in is "1" Is there anything missing in my script code? Controller ... php codeigniter query-builder mickmackusa ♦ 49.3k modified 7 hours ago 0 votes 0 answers 250 views Multiple query datables code igniter I would like to make a request on a table for each product line but I have to control if the product id is existing in another table, if so then I have to have two values ​​will cause can 'checked' or ... php mysql codeigniter datatables mickmackusa ♦ 49.3k modified 8 hours ago 0 votes 0 answers 851 views MySQL - Can't find FULLTEXT index matching the column list I saw so many similar question with this same error and the solution is altering the table by adding FULLTEXT to the columns. But now the problem is I'm writing the query to a VIEW instead of an ... mysql full-text-search mickmackusa ♦ 49.3k modified 8 hours ago 0 votes 0 answers 192 views SQL trying to select all columns instead of a few I am having a weird issue here.. I am using codeigniter for PHP and I am using a library called datatables. You can find it on this link https://github.com/IgnitedDatatables/Ignited-Datatables/wiki/... php sql sql-server codeigniter datatables mickmackusa ♦ 49.3k modified 8 hours ago 0 votes 0 answers 34 views How do I fix INVALID_ALIAS_KEY when trying to transfer a fungible token with a Hedera smart contract? So I have a simple contract to transfer some funds: // SPDX-License-Identifier: UNLICENSED pragma solidity ^0.8.0; import "./HederaTokenService.sol"; contract TransferTest is ... rust solidity hedera-hashgraph Logan Pageler 63 asked 8 hours ago 0 votes 0 answers 33 views how to align Text and IconButton composables in a grid Using Jetpack Compose on Android, I am trying to layout a lot of IconButton in a grid with Text headers on the columns and rows. I'm using Modifier.weight. As you can see from this example, Text and ... android alignment iconbutton compose user6157571 31 modified 8 hours ago 0 votes 0 answers 38 views 'SDL2/SDL.h' file not found when trying to run script on MacOS vsCode I'm trying to get SDL2 to work inside VScode so I can start learning it. I don't really know how VSCode launch, tasks, property json etc works, and I haven't found much online for how to set up SDL2 ... c++ macos visual-studio-code sdl-2 mrBobBuilder69 1 asked 8 hours ago 0 votes 0 answers 33 views Plotting with contours in ggtern and ggplot - odd results I am struggling to plot my ternary plots using ggtern, and adding either contours or heatmaps. The data is ok, and I have data on an X-Y axis, and also separately on x-y-z. The ggtern function is ... r ggplot2 ggtern Hamish 1 asked 9 hours ago -1 votes 0 answers 76 views Socket Channel Not Connecting I'm starting out with a little chat client to get used to networking and sockets and stuff. 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https://ruul.io/blog/dealing-with-financial-anxiety-as-a-freelancer
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See these motivation apps and techniques. get paid sell grow work news trends get paid sell grow work news trends How to Make Freelance Money I’ve mapped out the freelance income paths that will stick around until 2030. Shared all the pro tips and details in this post. Come check it out! Introducing MiniPay on Ruul: Faster Stablecoin Payment Ruul & MiniPay now bring instant, stablecoin payments with zero withdrawal fee for freelancers. Create virtual USD/EUR accounts, enjoy fast global transfers, and earn up to $275 in bonuses. Best Freelancing Websites Struggling to pick a freelancing website? These 16 categorized freelancing platforms will save your time, energy, and maybe your sanity! How to Get Paid as a Freelancer Don't let payments ruin your business! We've covered everything from the most important steps to the best methods! Designer's Guide to Dribbble All the potential Dribbble has to offer, and all the areas where it leaves you hanging. This Guide gives you all of that and more. Best Freelance Jobs You're looking for the best freelance jobs AI won't wipe out. Safe, in-demand, future-ready, long-lasting work… you'll find it all right here. MORE THAN 120,000 Independents Over 120,000 independents trust Ruul to sell their services, digital products, and securely manage their payments. FROM 190 Countries Truly global coverage: trusted across 190 countries with seamless payouts available in 140 currencies. PROCESSED $200m+ of Transactions Over $200M successfully processed, backed by an 8-year legacy of secure, reliable transactions trusted by independents worldwide. FREQUENTLY ASKED QUESTIONS Everything you need to know. Get clear, straightforward answers to the most common questions about using Ruul. hey@ruul.io What is Ruul? Ruul is a merchant-of-record platform helping freelancers and creators globally sell services, digital products, subscriptions, and easily get paid. Who is Ruul for? Ruul is designed for freelancers, creators, and independent professionals who want a simple way to sell online and get paid globally. How does Ruul work? Open an account, complete a quick verification (KYC), and link your payout account. Then, start selling through your store or send payment requests to customers instantly. How does pricing work? Signing up is free. There are no subscription or hidden fees. Ruul charges a small commission only when you sell or get paid through the platform. What is a Merchant of Record? A merchant of record is the legal seller responsible for processing payments, handling taxes, and managing compliance for each transaction. What can I sell on Ruul? You can sell services, digital products, license keys, online courses, subscriptions, and digital memberships. How do I get paid on Ruul? Add your preferred bank account, digital wallet, or receive payouts in stablecoins as crypto. Funds arrive within 24 hours after a payout is triggered. OPEN AN ACCOUNT START MAKING MONEY TODAY ruul.space/ Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trustpilot Product Payment Requests Sell Services Sell Products Subscriptions Ruul Space Pricing For Businesses Resources Blog About Contact Support Referral Program Affiliate Program Partner Program Tools Invoice Generator NDA Generator Service Agreement Generator Freelancer Hourly Rate Calculator All Rights Reserved © 2025 Terms Of Use Privacy Policy
2026-01-13T08:47:45
https://ruul.io/author/eran-karaso
Ruul Blog Writer - Eran Karaso Product Payment Requests Get paid anywhere. Sell Services Make your services buyable Sell Products Create once sell forever Subscriptions Get paid on repeat Ruul Space Your personel storefront. One link for everything you offer. Learn more Pricing Resources Partner Programs Referral Program Get 1% for life. Seriously. Affiliate Program Bring users, get paid Partners Let’s grow together. More Blog About us Support Brand Kit For Customers Log in Sign up For Businesses Login Sign up Eran Karaso Eran Karaso is a marketing and brand strategy leader with more than a decade of experience helping global tech companies connect with their audiences. He’s built brand narratives that stick, led successful go-to-market strategies, and worked hand-in-hand with cross-functional teams to ensure everyone is on the same page. Introducing MiniPay on Ruul: Faster Stablecoin Payment Ruul & MiniPay now bring instant, stablecoin payments with zero withdrawal fee for freelancers. Create virtual USD/EUR accounts, enjoy fast global transfers, and earn up to $275 in bonuses. Designer's Guide to Dribbble All the potential Dribbble has to offer, and all the areas where it leaves you hanging. This Guide gives you all of that and more. How to Sell Digital Products: Best Practices, Tools and Pricing Tips Learn how to successfully sell digital products online. Discover the best practices, essential tools, and smart pricing strategies to grow your revenue as a digital creator or freelancer. Freelance Writer Rates in 2025: What Writers Really Charge Worldwide What's a single word cost? Writer rates are enviable in 2025. Learn about hourly, per-word and project-based rates right here. How to Get Paid as a Freelance Designer: Dribbble vs Ruul Dribbble vs Ruul: Which is better for designer payments? Compare commission fees, speed, and payment options to keep more of your money. Is Fiverr Legit? How to Spot Scams and Protect Yourself Before you sell on Fiverr, read this: red flags, scam prevention tips, and how to keep your freelance earnings secure in 2025. Product Payment Requests Sell Services Sell Products Subscriptions Ruul Space Pricing For Businesses Resources Blog About Contact Support Referral Program Affiliate Program Partner Program Tools Invoice Generator NDA Generator Service Agreement Generator Freelancer Hourly Rate Calculator All Rights Reserved © 2025 Terms Of Use Privacy Policy
2026-01-13T08:47:45
https://x.com/tos#int-chapter2
X Terms of Service Skip to main content Terms of Service <path opacity="0" d="M0 0h24v24H0z" /> <path d="M17.207 11.293l-7.5-7.5c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414L15.086 12l-6.793 6.793c-.39.39-.39 1.023 0 1.414.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-arrow-left="<svg width="28px" height="28px" viewbox="0 0 28 28" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="none" class="twtr-icon u01b__icon-arrow-left"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd" stroke-linecap="round"> <g transform="translate(-1216.000000, -298.000000)" stroke-width="2.25"> <g transform="translate(1200.000000, 282.000000)"> <g transform="translate(17.000000, 17.000000)"> <path d="M0.756410256,12.8589744 L25.7179487,12.8589744"></path> <path d="M13.2371795,25.3397436 L25.7179487,12.8589744"></path> <path d="M13.2371795,12.4807692 L25.3397436,0.378205128" transform="translate(19.288462, 6.429487) rotate(-90.000000) translate(-19.288462, -6.429487) "></path> </g> </g> </g> </g> </svg>" data-icon-chevron-down="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M20.207 7.043c-.39-.39-1.023-.39-1.414 0L12 13.836 5.207 7.043c-.39-.39-1.023-.39-1.414 0s-.39 1.023 0 1.414l7.5 7.5c.195.195.45.293.707.293s.512-.098.707-.293l7.5-7.5c.39-.39.39-1.023 0-1.414z" /> </svg>" data-icon-close="<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewbox="0 0 24 24" style="enable-background:new 0 0 24 24;" xml:space="preserve" aria-hidden="true" focusable="false" role="none" class="twtr-icon--md"> <g> <g> <defs> <rect id="SVGID_1_" x="-468" y="-1360" width="1440" height="3027" /> </defs> <clippath id="SVGID_2_"> <use xlink:href="#SVGID_1_" style="overflow:visible;" /> </clippath> </g> </g> <rect x="-468" y="-1360" class="st0" width="1440" height="3027" style="fill:rgb(0,0,0,0);stroke-width:3;stroke:rgb(0,0,0)" /> <path d="M13.4,12l5.8-5.8c0.4-0.4,0.4-1,0-1.4c-0.4-0.4-1-0.4-1.4,0L12,10.6L6.2,4.8c-0.4-0.4-1-0.4-1.4,0c-0.4,0.4-0.4,1,0,1.4 l5.8,5.8l-5.8,5.8c-0.4,0.4-0.4,1,0,1.4c0.2,0.2,0.4,0.3,0.7,0.3s0.5-0.1,0.7-0.3l5.8-5.8l5.8,5.8c0.2,0.2,0.5,0.3,0.7,0.3 s0.5-0.1,0.7-0.3c0.4-0.4,0.4-1,0-1.4L13.4,12z" /> </svg>" data-icon-search="<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewbox="0 0 24 24" aria-hidden="true" focusable="false" role="none" class="twtr-icon"> <path opacity="0" d="M0 0h24v24H0z" /> <path d="M22.06 19.94l-3.73-3.73C19.38 14.737 20 12.942 20 11c0-4.97-4.03-9-9-9s-9 4.03-9 9 4.03 9 9 9c1.943 0 3.738-.622 5.21-1.67l3.73 3.73c.292.294.676.44 1.06.44s.768-.146 1.06-.44c.586-.585.586-1.535 0-2.12zM11 17c-3.308 0-6-2.692-6-6s2.692-6 6-6 6 2.692 6 6-2.692 6-6 6z" /> </svg>" data-icon-search-submit="<svg width="21" height="21" viewbox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="none" class="twtr-icon"> <path fill-rule="evenodd" clip-rule="evenodd" d="M16.33 14.21L20.06 17.94C20.646 18.525 20.646 19.475 20.06 20.06C19.768 20.354 19.384 20.5 19 20.5C18.616 20.5 18.232 20.354 17.94 20.06L14.21 16.33C12.738 17.378 10.943 18 9 18C4.03 18 0 13.97 0 9C0 4.03 4.03 0 9 0C13.97 0 18 4.03 18 9C18 10.942 17.38 12.737 16.33 14.21ZM3 9C3 12.308 5.692 15 9 15C12.308 15 15 12.308 15 9C15 5.692 12.308 3 9 3C5.692 3 3 5.692 3 9Z" fill="white" /> </svg>" data-bg-color="white-neutral" data-root-page-title="Terms of Service" data-search-placeholder="Search" data-search-query-key="q" data-search-query-type="?" data-scribe-element="RJPO" data-scribe-section="u01b-navigation" data-cta-enabled="true" data-cta-text="Download PDF" data-cta-link="https://cdn.cms-twdigitalassets.com/content/dam/legal-twitter/site-assets/terms-of-service-2025-05-08/en/x-terms-of-service-2025-05-08.pdf" data-cta-link-new-tab="true"> Terms of Service We have made some updates to our Terms of Service. This version of the Terms of Service will go into effect on January 15, 2026. Until then, the current Terms of Service continue to apply.   Summary of our Terms These Terms of Service (“Terms”) are part of the User Agreement – a legally binding contract governing your relationship with X. You should read these Terms in full, but here are a few key things you should take away: You will see advertising on the platform: In exchange for accessing the Services, X and our third-party providers and partners may display advertising to you. When posting Content and otherwise using the Services, you must comply with this User Agreement and Applicable Law: You are responsible for your use of the Services and your Content. You must comply with the User Agreement, including all applicable policies and rules, and all applicable laws. You must abide by the Services’ acceptable use terms: You may not access the Services in any way other than through the currently available, published interfaces that we provide. For example, this means that you cannot scrape the Services without X’s express written permission, try to work around any technical limitations we impose, or otherwise attempt to disrupt the operation of the Services. We have broad enforcement rights: X reserves the right to take enforcement actions against you if you do violate these terms, such as, for example, removing your Content, limiting visibility, discontinuing your access to X, or taking legal action. Certain jurisdictions, including the European Union and the United Kingdom, also impose obligations on X to enforce against not only illegal content but also categories of content deemed by law to be “harmful” or “unsafe.” As a result, your Content or account may be subject to restrictions in those jurisdictions. We may also suspend or terminate your account for other reasons, such as prolonged inactivity, risk of legal exposure, or commercial inviability.  There are intellectual property licenses in these Terms: You retain ownership and rights to any of your Content you post or share, and you provide us with a broad, royalty-free license to make your Content available to the rest of the world and to let others do the same. Conversely, we provide you a license to use the software we provide as part of the Services, such as the X mobile application, solely for the purpose of enabling you to use and enjoy the benefit of the Services.  Your use of the Services is at your own risk: We provide the Services on an “AS IS” and “AS AVAILABLE” basis, and we disclaim all warranties, responsibility, and liability to you or others to the extent permitted by law. You may be exposed to offensive or harmful Content posted by other users. The Services may change from time to time, and we may limit or terminate availability of the Services or particular features to you or other users at any time.  You have remedies and redress mechanisms, but our liability is limited: You have a right to terminate this agreement at any time by deactivating your account and discontinuing use of the Services. Depending on your country of residence, we may not be liable for certain types of damages as described in the agreement, and in any event, our aggregate liability shall not exceed the greater of $100 USD or the amount you paid us, if any, in the past six months for the Services giving rise to the claim. Further, if you believe that your Content has been displayed on the Services in an unauthorized manner that constitutes copyright infringement, the reporting process is detailed in these Terms. If you are a recipient of the X Service in the United Kingdom, you may challenge enforcement actions (such as Content removal or account suspension) that breach these Terms by filing a complaint through our internal complaints process or by bringing a claim in a competent court, as provided under the Online Safety Act 2023. You can find details on how to file a complaint here . If you are a recipient of the X Service in the European Union, you may challenge certain decisions we make under the Digital Services Act (Regulation (EU) 2022/2065) via our internal process or via out-of-court dispute settlement as described here . Please also note that these Terms incorporate our Privacy Policy ( https://x.com/privacy ) as well as other terms applicable to your use of the Services and your Content. Finally, these Terms may vary depending on where you live, but in any case, you must be at least 13 years old to use X. If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies. If you live in the European Union, EFTA States, or the United Kingdom, the X User Agreement comprises these Terms of Service , our Privacy Policy ,  our Rules and Policies , and all incorporated policies.   X Terms of Service If you live outside the European Union, EFTA States, or the United Kingdom, including if you live in the United States These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affilitates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Corp., which provides X and the Services, with its registered office at 865 FM 1209, Building 2, Bastrop, TX 78602 U.S.A. The words “we,” “us,” and “our” mean X Corp. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Disclaimers and Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or our affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. All Content, including anything referenced therein, is the sole responsibility of the person who posted, generated, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies , https://help.x.com/rules-and-policies/x-report-violation#specific-violations , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. You agree that this license includes the right for us to (i) analyze text and other information you provide and to otherwise provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames without liability to you. In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do not disclose personally-identifying information to third parties except in accordance with our Privacy Policy . Certain services or features may be offered on X for which additional terms and conditions may apply in connection with your use of those services. By using or paying for any of these additional services, you agree to any additional terms applicable to those services, and those additional terms become part of our agreement with you. If any of the applicable additional terms conflict with these Terms, the additional terms will prevail while you are using those services to which they apply. If you use paid features, products, or services of the Services, you agree to the applicable Terms for Paid Services ( https://legal.x.com/purchaser-terms ). If you use developer features, products, or services of the Services, including but not limited to X for Websites ( https://developer.x.com/docs/x-for-websites ), X Cards ( https://developer.x.com/docs/x-for-websites/cards/overview/abouts-cards ), Public API ( https://developer.x.com/docs ), or Sign in with X ( https://docs.x.com/resources/fundamentals/authentication/guides/log-in-with-x ), you agree to our Developer Agreement ( https://developer.x.com/developer-terms/agreement ) and Developer Policy ( https://developer.x.com/developer-terms/policy ). If you want to reproduce, modify, create derivative works, distribute, sell, transfer, publicly display, publicly perform, transmit, or otherwise use the Services or Content on the Services, you must use the interfaces and instructions we provide, except as permitted through the Services, these Terms, or the terms provided on https://developer.x.com/developer-terms . Otherwise, all such actions are strictly prohibited. If you are a security researcher, you are required to comply with the rules of our  Vulnerability Reporting Program ( https://hackerone.com/x ). The requirements set out in the preceding paragraph may not apply to those participating in our Vulnerability Reporting Program. If you use advertising features, products, or services of the Services in any way, including but not limited to self-service and managed service offerings, you agree that your use of the advertising features, products, and services as well as your advertisements are subject to the terms of our  Master Services Agreement ( https://ads.x.com/terms ). Your Account You may need to create an account to use the Services. You are responsible for safeguarding your account, so use a strong password and limit its use to this account, and use two-factor authentication via an authenticator app or security key. We cannot and will not be liable for any loss or damage arising from your failure to comply with the above. You can control most communications from the Services. We may need to provide you with certain communications, such as service announcements and administrative messages. These communications are considered part of the Services and your account, and you may not be able to opt-out from receiving them. If you added your phone number to your account and you later change or deactivate that phone number, you must update your account information to help prevent us from communicating with anyone who acquires your old number. Your License to Use the Services We give you a personal, worldwide, royalty-free, non-assignable and non-exclusive license to use the software provided to you as part of the Services. This license cannot be assigned, gifted, sold, shared or transferred in any other manner to any other individual or entity without X’s express written consent. This license has the sole purpose of enabling you to use and enjoy the benefit of the Services as provided on X, in the manner permitted by these Terms. The Services are protected by copyright, trademark, and other laws of both the United States and other countries. Nothing in the Terms gives you a right to use the X name or Twitter name or any of the X or Twitter trademarks, logos, domain names, other distinctive brand features, and other proprietary rights, and you may not do so without our express written consent. All right, title, and interest in and to the Services (excluding Content provided by users) are and will remain our and our licensors' exclusive property. Any feedback, comments, or suggestions you may provide regarding X, or the Services is entirely voluntary and we will be free to use such feedback, comments or suggestions as we see fit and without any obligation to you. Misuse of the Services You also agree not to misuse the Services, for example, by interfering with them or accessing them using a method other than the interface and the instructions that we provide. You agree that you will not work around any technical limitations in the software provided to you as part of the Services, or reverse engineer, decompile or disassemble the software, except and only to the extent that applicable law expressly permits. You may not do any of the following while accessing or using the Services: (i) access, tamper with, or use non-public areas of the Services, our computer systems, or the technical delivery systems of our providers; (ii) probe, scan, or test the vulnerability of any system or network or breach or circumvent any security or authentication measures; (iii) access or search or attempt to access or search the Services by any means (automated or otherwise) other than through our currently available, published interfaces that are provided by us (and only pursuant to the applicable terms and conditions), unless you have been specifically allowed to do so in a separate agreement with us (NOTE: crawling or scraping the Services in any form, for any purpose without our prior written consent is expressly prohibited); (iv) attempt to circumvent, manipulate, or disable systems and Services, including through "jailbreaking", “prompt engineering or injection", or other methods intended to override or manipulate safety, security or other platform controls; (v) forge any TCP/IP packet header or any part of the header information in any email or posting; (vi) in any way use the Services to send altered, deceptive or false source-identifying information; (vii) engage in any conduct that violates our Platform Manipulation and Spam Policy or any other Rules and Policies , including our Misuse of Reporting Features Policy ; or (viii) interfere with, or disrupt, (or attempt to do so), the access of any user, host or network, including, without limitation, sending a virus, overloading, flooding, spamming, mail-bombing the Services, or by scripting the creation of Content in such a manner as to interfere with or create an undue burden on the Services. It is also a violation of these Terms to facilitate or assist others in violating these Terms, including by distributing products or services that enable or encourage violation of these Terms. Ending These Terms You may end your legal agreement with us at any time by deactivating your accounts and discontinuing your use of the Services. See https://help.x.com/managing-your-account/how-to-deactivate-x-account  for instructions on how to deactivate your account and the Privacy Policy for more information on what happens to your information. We may suspend or terminate your account or cease providing you with all or part of the Services at any time if we reasonably believe: (i) you have violated these Terms or our Rules and Policies , (ii) you create risk or possible legal exposure for us; (iii) your account should be removed due to unlawful conduct; (iv) your account should be removed due to prolonged inactivity; or (v) our provision of the Services to you is no longer commercially viable. We will make reasonable efforts to notify you by the email address associated with your account or the next time you attempt to access your account, depending on the circumstances. To the extent permitted by law, we may also terminate your account or cease providing you with all or part of the Services for any other reason or no reason at our convenience. In all such cases, the Terms shall terminate, including, without limitation, your license to use the Services, except that the following sections shall continue to apply: 2, 3, 5, 6, and the misuse provisions of Section 4 (“Misuse of the Services”). If you believe your account was terminated in error you can file an appeal following the steps found in our Help Center ( https://help.x.com/forms/account-access/appeals ). For the avoidance of doubt, these Terms survive the deactivation or termination of your account.   5. Disclaimers and Limitations of Liability The Services are Available "AS-IS" Your access to and use of the Services or any Content are at your own risk. You understand and agree that the Services are provided to you on an “AS IS” and “AS AVAILABLE” basis. The “X Entities” refers to X Corp., its parents, affiliates, related companies, officers, directors, employees, agents, representatives, partners, and licensors. Without limiting the foregoing, to the maximum extent permitted under applicable law, THE X ENTITIES DISCLAIM ALL WARRANTIES AND CONDITIONS, WHETHER EXPRESS OR IMPLIED, OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. The X Entities make no warranty or representation and disclaim all responsibility and liability for: (i) the completeness, accuracy, availability, timeliness, security or reliability of the Services or any Content; (ii) any harm to your computer system, loss of data, or other harm that results from your access to or use of the Services or any Content; (iii) the deletion of, or the failure to store or to transmit, any Content and other communications maintained by the Services; and (iv) whether the Services will meet your requirements or be available on an uninterrupted, secure, or error-free basis. No advice or information, whether oral or written, obtained from the X Entities or through the Services, will create any warranty or representation not expressly made herein. Limitation of Liability NOTWITHSTANDING ANY OTHER TERMS TO THE CONTRARY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE X ENTITIES SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR PUNITIVE DAMAGES, RELIANCE OR ANY LOSS OF PROFITS OR REVENUES, WHETHER INCURRED DIRECTLY OR INDIRECTLY, OR ANY LOSS OF DATA, USE, GOODWILL, OR OTHER INTANGIBLE LOSSES, RESULTING FROM (i) YOUR ACCESS TO OR USE OF OR INABILITY TO ACCESS OR USE THE SERVICES; (ii) ANY CONDUCT OR CONTENT OF ANY USER OR THIRD PARTY ON THE SERVICES, INCLUDING WITHOUT LIMITATION, ANY DEFAMATORY, OFFENSIVE OR ILLEGAL CONDUCT OF OTHER USERS OR THIRD PARTIES; (iii) ANY CONTENT OBTAINED FROM THE SERVICES; OR (iv) UNAUTHORIZED ACCESS, USE OR ALTERATION OF YOUR TRANSMISSIONS OR CONTENT. IN NO EVENT SHALL THE AGGREGATE LIABILITY OF THE X ENTITIES EXCEED THE GREATER OF ONE HUNDRED U.S. DOLLARS (U.S. $100.00) OR THE AMOUNT YOU PAID US, IF ANY, IN THE PAST SIX MONTHS FOR THE SERVICES GIVING RISE TO THE CLAIM. THE LIMITATIONS OF THIS SUBSECTION SHALL APPLY TO ANY THEORY OF LIABILITY, WHETHER BASED ON WARRANTY, CONTRACT, STATUTE, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, AND WHETHER OR NOT THE X ENTITIES HAVE BEEN INFORMED OF THE POSSIBILITY OF ANY SUCH DAMAGE, AND EVEN IF A REMEDY SET FORTH HEREIN IS FOUND TO HAVE FAILED OF ITS ESSENTIAL PURPOSE. IN THE EVENT ANY PORTION OF THESE LIMITATION OF LIABILITY PROVISIONS IS DEEMED UNENFORCEABLE AS A MATTER OF LAW, THAT LIMITATION SHALL INSTEAD BE THE GREATEST LIMITATION PERMITTED BY LAW. BY AGREEING TO THESE TERMS OR USING THE SERVICES, YOU AGREE, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THAT THE X ENTITIES ARE NOT RESPONSIBLE OR LIABLE TO YOU OR OTHERS FOR THE ACTIONS OR CONDUCT OF USERS AND THIRD PARTIES ON THE SERVICES, OR FOR ANY CONTENT USERS AND THIRD PARTIES SHARE ON THE SERVICES, INCLUDING OFFENSIVE, DEFAMATORY, ILLEGAL OR OTHER OBJECTIONABLE CONTENT. Liquidated Damages Protecting our users’ data and our system resources is important to us. You further agree that, to the extent permitted by applicable law, if you violate the Terms, or you induce or knowingly facilitate others to do so, in addition to all other legal remedies available to us, you will be jointly and severally liable to us for liquidated damages as follows for requesting, viewing, or accessing more than 1,000,000 posts (including reply posts, video posts, image posts, and any other posts) in any 24-hour period - $15,000 USD per 1,000,000 posts. You agree that these amounts are (i) a reasonable estimate of our damages; (ii) not a penalty; and (iii) not otherwise limiting of our ability to recover from you or others under any legal or equitable theory or claim, including but not limited to statutory damages and/or equitable relief. You further agree that repeated violations of these Terms will irreparably harm and entitle us to injunctive and/or other equitable relief, in addition to monetary damages.   6. General We may revise these Terms from time to time. The changes will not be retroactive, and the most current version of the Terms, which will always be at https://x.com/tos , will govern our relationship with you. We will try to notify you of material revisions, for example via a service notification or an email to the email associated with your account. By continuing to access or use the Services after those revisions become effective, you agree to be bound by the revised Terms.  The laws of the State of Texas, excluding its choice of law provisions, will govern these Terms and any dispute that arises between you and us, notwithstanding any other agreement between you and us to the contrary. Notwithstanding any other agreement to the contrary, all disputes related to these Terms, the Services, or any patents — including without limitation disputes related to or arising from any Content (whether your or others’ Content), or your or others’ use of the Services or the complete or partial termination thereof — shall be brought and must proceed exclusively in the federal or state courts located in Tarrant County, Texas, United States, and you consent to personal jurisdiction in those forums and waive any objection as to inconvenient forum. For the avoidance of doubt, the choice of law and forum selection provisions of this paragraph shall apply regardless of whether a dispute or any claims contained therein are based in contract, tort, statute, common law, or otherwise, and the choice of law and forum selection provisions of this paragraph shall apply to pending and future disputes and shall apply to your dispute regardless of when the conduct relating to the dispute arose or occurred. The choice of law and forum selection provisions of this paragraph shall also extend to disputes involving our U.S. corporate affiliates, who are intended third-party beneficiaries of this paragraph. Without prejudice to the foregoing, you agree that, in its sole discretion, X may bring any claim, cause of action, or dispute we have against you in any competent court in the country in which you reside that has jurisdiction and venue over the claim. To the extent permitted by law, you also waive the right to participate as a plaintiff or class member in any purported class action, collective action or representative action proceeding against us or our corporate affiliates. If you are a federal, state, or local government entity in the United States using the Services in your official capacity and legally unable to accept the controlling law, jurisdiction or venue clauses above, then those clauses do not apply to you. For such U.S. federal government entities, these Terms and any action related thereto will be governed by the laws of the United States of America (without reference to conflict of laws) and, in the absence of federal law and to the extent permitted under federal law, the laws of the State of Texas (excluding choice of law). You and X agree that you must initiate any proceeding or action asserting a federal claim within one (1) year of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. You and X agree that you must initiate any proceeding or action asserting a state law claim within two (2) years of the date of the occurrence of the event or facts giving rise to a dispute that is arising out of or related to these Terms or the Services. Otherwise, to the extent permitted by applicable law, you forever waive the right to pursue any claim or cause of action, of any kind or character, based on such events or facts, and such claims or causes of action are permanently barred.  In the event that any provision of these Terms is held to be invalid or unenforceable, then that provision will be limited or eliminated to the minimum extent necessary, and the remaining provisions of these Terms will remain in full force and effect. Our failure to enforce any right or provision of these Terms will not be deemed a waiver of such right or provision. The X User Agreement is written in English but is made available in multiple languages through translations. X strives to make the translations as accurate as possible to the original English version. However, in case of any discrepancies or inconsistencies, the English language version of the X User Agreement shall take precedence. You acknowledge that English shall be the language of reference for interpreting and constructing the terms of the X User Agreement. If you have any questions about these Terms, please contact us . Effective:  January 15, 2026 Archive of Previous Terms   X Terms of Service If you live in the European Union, EFTA States, or the United Kingdom These Terms of Service (“Terms”) govern your relationship with us and your and other users’ access to and use of, and anything otherwise relating to, our or our corporate affiliates’ services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, commerce services, and our other covered services ( https://help.x.com/rules-and-policies/x-services-and-corporate-affiliates ) that link to these Terms (collectively, the “Services”), and any information, text, links, graphics, photos, audio, videos, or other materials or arrangements of materials uploaded, downloaded or appearing on the Services (collectively referred to as “Content”). By using the Services you agree to be bound by these Terms. These Terms are an agreement between you and X Internet Unlimited Company (Co. number 503351, VAT number IE9803175Q), an Irish company, which provides X and the Services, with its registered office at One Cumberland Place, Fenian Street Dublin 2, D02 AX07 Ireland. The words “we,” “us,” and “our,” mean X Internet Unlimited Company. 1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services 2. Privacy 3. Content on the Services 4. Using the Services 5. Limitations of Liability 6. General   1. Who May Use the Services You may use the Services only if you agree to form a binding contract with us and are not a person barred from receiving services under the laws of the applicable jurisdiction. In any case, you must be at least 13 years old to use the Services. If you are (i) accepting these Terms and/or using the Services, which constitutes acceptance of these Terms, or (ii) accepting these Terms in order to authorize the use of the Services on behalf of a minor (being any person under the age of majority in any given country), company, organization, government, or other legal entity, you represent and warrant that you are authorized to do so or, as the case may be, have the authority to bind such minor and/or entity to these Terms. The words “you” and “your” as used in these Terms shall refer either to the person accepting these Terms or such minor (as defined in (i)) and/or the entity referenced in (ii), as applicable.   2. Privacy Our Privacy Policy ( https://x.com/privacy ) describes how we handle the information you provide to us when you use the Services. You understand that through your use of the Services you consent to the collection and use (as set forth in the Privacy Policy) of this information, including the transfer of this information to the United States, Ireland, and/or other countries for storage, processing and use by us and our affiliates.   3. Content on the Services You are responsible for your use of the Services and for any Content, including anything referenced therein, you provide, create, post, or otherwise utilize, including any inputs, prompts, outputs, and/or information obtained or created through the Services. It is your responsibility to comply with all applicable laws, rules, policies, and regulations that are applicable to you or your Content, including on a third party’s or affiliates’ services. You should only provide, create, or generate Content that you are comfortable sharing with others. Any use or reliance on any Content or materials posted via the Services or obtained by you through the Services is at your own risk. We do not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Content or communications posted or otherwise obtained via the Services or endorse any alleged facts or opinions expressed via the Services. You understand that by using the Services, you may be exposed to Content that might be offensive, harmful, inaccurate or otherwise inappropriate, or in some cases, postings that have been mislabeled or are otherwise deceptive. Content recommendations are made based on a combination of factors: how you engage with the Services, the topics you have indicated that you are interested in, and likes of other users with your similar interests. Adjustments can be made in your settings, and additional information can be found in our Help Center ( https://help.x.com/resources/recommender-systems ). All Content, including anything referenced therein, is the sole responsibility of the person who posted, generate, inputted, or created such Content. We may not monitor or control the Content posted, generated, inputted, or created via the Services, and we cannot take responsibility for such Content. We reserve the right to remove Content that violates the User Agreement, including for example, copyright or trademark violations or other intellectual property misappropriation, impersonation, unlawful conduct, or harassment. Certain jurisdictions, including the European Union and the United Kingdom, impose obligations on us to enforce against categories of content deemed by law to be harmful or unsafe, such as bullying and humiliating content, content that promotes or encourages feeding or eating disorders, as well as content that encourages or makes available knowledge of methods of self-harm and suicide. As a result, your Content may be subject to restrictions as required by these jurisdictions. Information regarding specific policies and the process for reporting or appealing violations can be found in our Help Center ( https://help.x.com/rules-and-policies ,  https://help.x.com/rules-and-policies/x-report-violation , and https://help.x.com/managing-your-account/suspended-x-accounts ). If you believe that your Content has been copied in a way that constitutes copyright infringement, please report this by visiting our Copyright reporting form ( https://help.x.com/forms/ipi ) or contacting our designated copyright agent at: X Corp. Attn: Copyright Agent 865 FM 1209, Building 2 Bastrop, TX 78602 Reports:  https://help.x.com/forms/ipi Email: copyright@x.com Your Rights and Grant of Rights in the Content You retain your rights to any Content, including anything referenced therein, you submit, input, create, generate, post, or display on or through the Services. What’s yours is yours — you own your Content (and your incorporated audio, photos, and videos are considered part of the Content). In choosing to submit, input, create, generate, post, or display Content on or through the Services, you grant us a worldwide, non-exclusive, royalty-free license (with the right to sublicense) to use, copy, reproduce, process, adapt, modify, publish, transmit, display, upload, download, and distribute such Content, including anything referenced therein, in any and all media or distribution methods now known or later developed, for any purpose. For clarity, these rights include, for example, curating, transforming, and translating. This license authorizes us to make your Content available to the rest of the world and to let others do the same. However, if you have chosen via our features to limit the distribution of your Content to a restricted community, we will respect that choice. You also agree that this license includes the right to analyze text and other information you provide with the view to improve the Services. You agree that this license includes the right for us to (i) provide, promote, and improve the Services, including, for example, for use with and training of our machine learning and artificial intelligence models, whether generative or another type; and (ii) to make Content submitted to or through the Services available to other companies, organizations or individuals, including, for example, for improving the Services and the syndication, broadcast, distribution, repost, promotion or publication of such Content on other media and services, subject to our terms and conditions for such Content use. Such additional uses by us, or other companies, organizations or individuals, is made with no compensation paid to you with respect to the Content that you submit, post, transmit or otherwise make available through the Services as the use of the Services by you is hereby agreed as being sufficient compensation for the Content and grant of rights herein. We have an evolving set of rules for how ecosystem partners can interact with your Content on the Services. These rules exist to enable an open ecosystem with your rights in mind. You understand that we may modify or adapt your Content as it is distributed, syndicated, published, or broadcast by us and our partners and/or make changes to your Content in order to adapt the Content to different media. You represent and warrant that you have, or have obtained, all rights, licenses, consents, permissions, power and/or authority necessary to grant the rights granted herein for any Content that you input, submit, create, post, generate, or display on or through the Services. You agree and warrant that such Content does not contain material subject to copyright or other proprietary rights, unless you have obtained the necessary permissions or are otherwise legally entitled to post or otherwise use the material and to grant us the license described above.   4. Using the Services Please review  our Rules and Policies , which are part of the User Agreement and outline conduct that is prohibited on the Services, as well as categories of content deemed by law to be harmful or unsafe in certain jurisdictions. You may use the Services only in compliance with these Terms and all applicable laws, rules and regulations. X takes enforcement actions when Content or user behavior is in violation of our Rules and Policies  or in relation to sensitive media. You can review X’s enforcement options and how you can appeal our enforcement decision here . The Services evolve constantly. As such, the Services may change from time to time, at our discretion. We may stop (permanently or temporarily) providing the Services or any features within the Services to you or to users generally. We also retain the right to create limits on use and storage at our sole discretion at any time. We may also remove or refuse to distribute any Content on the Services, limit distribution or visibility of any Content on the service, suspend or terminate users, and reclaim usernames if it is appropriate, including for the following reasons: (i) protecting the Services or our users; (ii) compliance with applicable laws or orders from competent authorities; (iii) breach of these Terms or our Rules and Policies or third parties' intellectual property or other rights; (iv) if you or your Content exposes us, other users or any third party to legal or regulatory risk; and/or (v) your prolonged inactivity.  In consideration for our granting you access to and use of the Services, you agree that we and our third-party providers and partners may place advertising on the Services or in connection with the display of Content or information from the Services whether submitted by you or others. We also reserve the right to access, read, preserve, and disclose any information as we reasonably believe is necessary to (i) satisfy any applicable law, regulation, legal process or governmental request; (ii) enforce the Terms, including investigation of potential violations hereof; (iii) detect, prevent, or otherwise address fraud, security or technical issues; (iv) respond to user support requests; or (v) protect the rights, property or safety of X, its users and the public. We do
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https://x.com/privacy/previous
Previous Privacy Policies X logo icon Previous Privacy Policies Please Note: These documents are NOT current. Please read the  current Privacy Policy . Version 21: November 15, 2024 Version 20: September 29, 2023 Version 19: May 18, 2023 Version 18: June 10, 2022 Version 17: August 19, 2021 Version 16: June 18, 2020 Version 15: January 01, 2020 Version 14: May 25, 2018 Version 13: June 18, 2017 Version 12: September 30, 2016 Version 11: January 27, 2016 Version 10: April 17, 2015 Version 9: September 08, 2014 Version 8: October 21, 2013 Version 7: July 03, 2013 Version 6: May 17, 2012 Version 5: June 23, 2011 Version 4: November 16, 2010 Version 3: June 08, 2010 Version 2: November 18, 2009 Version 1: May 14, 2007 X platform X.com Status Accessibility Embed a post Privacy Center Transparency Center Download the X app Try Grok.com X Corp. About the company Company news Brand toolkit Jobs and internships Investors Help Help Center Using X X for creators Ads Help Center Managing your account Email Preference Center Rules and policies Contact us Developer resources Developer home Documentation Forums Communities Developer blog Engineering blog Developer terms Business resources Advertise X for business Resources and guides X for marketers Marketing insights Brand inspiration X Ads Academy © 2026 X Corp. Cookies Privacy Terms and conditions Language Did someone say … cookies? X and its partners use cookies to provide you with a better, safer and faster service and to support our business. Some cookies are necessary to use our services, improve our services, and make sure they work properly. Show more about your choices . Accept all cookies Refuse non-essential cookies
2026-01-13T08:47:45
https://www.algolia.com/industries/fashion
Fashion Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark white Algolia logo white Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. Infrastructure Overview Data Centers Choose from 70+ data centers across 17 regions. Data Centers Choose from 70+ data centers across 17 regions. Security & Compliance Built for peace of mind. Security & Compliance Built for peace of mind. Solutions Industries SEE ALL Ecommerce Ecommerce B2B Commerce B2B Commerce Fashion Fashion Grocery Grocery Media Media Marketplaces Marketplaces SaaS SaaS Higher Education Higher Education Use Cases SEE ALL Documentation search Documentation search Enterprise search Enterprise search Headless commerce Headless commerce Image search Image search Mobile & App search Mobile & App search Retail Media Network Retail Media Network Site search Site search Visual search Visual search Voice search Voice search Departments Digital Experience Digital Experience Ecommerce Ecommerce Engineering Engineering Merchandising Merchandising Product Management Product Management Pricing Developers Get started Developer Hub Developer Hub Documentation Documentation Integrations Integrations UI Components UI Components Autocomplete Autocomplete Resources Code Exchange Code Exchange Engineering Blog Engineering Blog MCP MCP Discord Discord Webinars & Events Webinars & Events Quick Links Quick Start Guide Quick Start Guide For Open Source For Open Source API Status API Status Support Support Resources Discover Algolia Blog Algolia Blog Resource Center Resource Center Customer Stories Customer Stories Webinars & Events Webinars & Events Newsroom Newsroom Customers Customer Hub Customer Hub What's New What's New Knowledge Base Knowledge Base Documentation Documentation Algolia Academy Algolia Academy Professional Services Professional Services Quick Access Company Partners Support Login Logout Request demo Get started Search Algolia Close Request demo Get started Other Types Filter --> Clear All Filters Filters Looking for our logo? We got you covered! Brand guidelines Download logo pack Your browser does not support the video tag. Fashion Intelligent fashion solution Over 75% of the world’s top fashion brands use Algolia to deliver search experiences that convert. Schedule a tailored demo Fashion heavyweights already winning with Algolia “Every user experience is different: there’s nothing specific to luxury, just good sense. In our opinion, that’s the answer to good UX – the user experience must be simple and straightforward. And we transcribe this into the design of our website.” Pascal Sardella Digital Platforms Administrator @ TAG Heuer Read their story “Algolia has benefited us in not only making search results better and more relevant, but in understanding why they are more relevant and how to make items more prominent and search more helpful.” Lauren Muir Product Owner @ Oh Polly Read their story “Algolia is a critical part of the navigation experience on Lacoste platforms globally. Not only does it provide the stellar user experience Lacoste is known for, but it more than doubled our global sales.” Julien Nouet Global User Experience Manager @ Lacoste Read their story “After deploying Algolia, there’s less reliance on developer intervention to do everything that the business wants to do, and what the business is actually capable of doing is way beyond what they thought was possible in the old world.” Director of Digital Product and Experience @ Harry Rosen Read their story “After deploying Algolia, there’s less reliance on developer intervention to do everything that the business wants to do, and what the business is actually capable of doing is way beyond what they thought was possible in the old world.” Director, Digital Experience @ Frasers Group Read their story Provide premium in-store experiences online Search that understands fashion customers at global scale Shop with your eyes Increase customer interaction with advanced AI Image Search, Semantic Search, Personalization, and more, leading to better customer experiences mean better returns — Algolia customers on average see 15% increase in AOV. Get a demo Match customer goals to business goals Ensure a positive customer experience with an intelligent Shopping Assistant personalized to your brand. Your customers get the expert consultation they need and you get a proven way to reduce time to checkout by 50%. Realize the power of AI Algolia connects customer data with AI agents to deliver online shopping experiences that are as tailored and personalized as an in-store stylist. Get a demo Maximize cart economics Deliver a fast, simple product discovery experience that recognizes intent, maximizes customer engagement, and increases order value by an average of 70%.  Shops deliver experience Don't make them wait for delivery. Allow shoppers to meet their need for instant gratification with personalized in-store inventory sync and pickup.  Get maximum return from GenAI Deliver generative shopping experiences unique to your brand, like personalized descriptions and richer product stories that help you establish a memorable brand and urge shoppers to spend up to 27% more per year. Curated catalogs for maximum return Smart Groups eliminates the manual effort needed with pinning, and offers an intuitive and efficient way to curate customers' search results. Get a demo Why trendsetters choose Algolia Maximize product launches Launch fast and see returns faster with Intelligent AI Ranking and Premium Re-Ranking, tools that preserve your brand’s ability to curate results and promote key products.   Experience AI search Award-winning search and product discovery Algolia has consistently been recognized by Gartner® as a Leader in the Magic Quadrant™ for Search and Product Discovery, Nasdaq, G2, and other industry publications as a top-performer in search.   See our awards Easy integration in any environment Our AI merchandising capabilities are able to integrate with any tech stack, leading to a faster time to market and higher ROI, thanks to our API clients and best-in-breed partner integrations.   Learn more Transform your on-site search and discovery experience with Algolia. Discover how the world’s top fashion brands leverage Algolia to deliver search experiences that convert prospects into customers. Recommended content Boosting fashion shopper engagement with Algolia Algolia AI Search offers fashion retailers a search and shopping experience tailored to the needs of fashion and style hunters. Use this eBook to learn about the outcomes of Algolia's fashion solution and generative shopping experience. Read more The Merchandising Edge Learn how Algolia's suite of user-friendly ecommerce tools developed specifically for fashion retail merchandising optimizes efficiency and drives sales while saving time and resources. Read more Collections: scaling efficiency and carefully curated experiences in merchandising Collections makes it easier for online merchandising teams to push the right inventory and hit that customer sweet spot. This eBook explores the possibilities. Read more The retail media advantage With global retail media spend projected to total $180 billion in 2025, the opportunity is vast, but success depends on how retailers use data, design, and technology to serve both customers and brands. In our newest report, we asked executives how they plan to invest in retail media networks.  76% sponsored listings on search result pages is the top retail media strategy 30% better audience targeting is the top goal for sponsored listings on search result pages 11% of retail media buyers use multiple retail media platforms Get the report Fashion solution FAQs What ecommerce platforms is Algolia compatible with? 0 Algolia plays well with others, integrating seamlessly with all major ecommerce platforms including Adobe Commerce, Shopify, Salesforce Commerce Cloud, Commercetools, BigCommerce, and more. Talk to one of our search experts to learn more about how Algolia integrates with your tech stack.    How much does Algolia cost? 0 We have a range of pricing options, to cater to the needs of different fashion businesses. You can even personalize your package to find the perfect fit for your business. See pricing . Can I make content other than products searchable on my fashion site using Algolia? 0 Yes. Our federated search capabilities allow you to take a user’s query and reveal results from any desired product or content catalog on your digital property in a single interface.    How does Algolia create personalized experiences during first customer interactions? 0 Algolia’s In-Session Personalization immediately assesses everything it can infer from a customer. For example, their location, action on the site, the device they are using. It then uses this data to personalize and dynamically update what users see based on every interaction, swipe, filter and sort.    What can my fashion customers expect from Algolia’s search and recommendation capabilities? 0 In an online shopping experience powered by Algolia, your customers are empowered to filter, shop and compare the full range of options available in store.  We use In-Session Personalization to provide curated experiences from the very first touch point, and also give customers advanced features like AI-powered outfit completion. This means your business can suggest the perfect shoe and jeans to go with the top a shopper already has in their shopping cart based on their personal style and browsing history.   Try the AI search that understands Get a demo Start free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://www.algolia.com/use-cases/retail-media-network
Retail Media Networks | Algolia Niket --> Deutsch English français News: Meet us at NRF 2026 Learn more Company Partners Support Login Logout Algolia mark blue Algolia logo blue Products AI Search & Retrieval Overview Search Show users what they're looking for with AI-driven resuts. Search Show users what they're looking for with AI-driven resuts. Recommendations Use behavioral cues to drive higher engagement. Recommendations Use behavioral cues to drive higher engagement. Personalization Show each user what they need across their journey. Personalization Show each user what they need across their journey. Analytics All your insights in one dashboard. Analytics All your insights in one dashboard. Browse Move customers down the funnel with curated category pages. Browse Move customers down the funnel with curated category pages. Artificial Intelligence OVERVIEW Agent Studio Create, test, and deploy AI agents, fast. Agent Studio Create, test, and deploy AI agents, fast. Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Generative Experiences Build conversational solutions with retrieval augmented generation (RAG). Ask AI Deliver conversational answers—right from your search bar. Ask AI Deliver conversational answers—right from your search bar. MCP Server Search, analyze, or monitor your index within your agentic workflow. MCP Server Search, analyze, or monitor your index within your agentic workflow. Intelligent Data Kit Overview Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Enrichment Modify, enhance, or restructure data as it’s indexed for search. Data Transformation Streamline data preparation and enhance data quality. Data Transformation Streamline data preparation and enhance data quality. Integrations Connect to your existing stack via pre-built libraries and APIs. Integrations Connect to your existing stack via pre-built libraries and APIs. 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We got you covered! Brand guidelines Download logo pack Retail Media Networks Monetize your product grid with relevant sponsored results Drive incremental revenue by turning your search results into premium ad inventory, without compromising the customer experience. Get a demo Start building for free The retail media opportunity Retail media is transforming how online retailers increase revenue. Grow your business with sponsored listings powered by Algolia. Grow revenue Open new revenue streams from preferred brands and partners.  Strengthen brand partnerships Help brands stand out with preferred placements that drive mutual growth.  Control the customer experience Maintain control over the shopper journey, ensuring relevance and transparency.  Implementation made easy Algolia makes it easy to combine sponsored and organic results into a single experience that feels natural to shoppers. Sponsored products can be automatically merged, de-duplicated, and ranked alongside organic products with accurate counts and faceting. This gives retailers a seamless way to unlock new revenue while maintaining control over the customer experience.  Smart Groups Ideal if you don’t already use a Retail Media Platform (RMP), Algolia Smart Groups will automatically feature preferred brand products in your search results and category pages based on indexed attributes like brand, category, or sponsorship tag. Learn more Third-party Retail Media Platform integration Already working with an RMP? Algolia lets you merge real-time, bid-based sponsored results with organic content. It’s already future-ready with Algolia’s roadmap for unified, re-ranked responses.  Read docs Built for business teams, trusted by developers Whether you’re a Merchandising Manager, Ecommerce Director, or Strategic Innovator, Algolia provides: Business-friendly tools for campaign creation and result injection—no need to wait on developer sprints AI-powered relevance to maximize revenue without compromising shopper satisfaction Scalable infrastructure that supports both small tests and high-traffic retail experiences The State of Retail Media Networks Retail Media Networks: Insights and Emerging Trends  is a new report from Algolia's Research and Insights team that highlights how the explosion of retail media is reshaping ecommerce strategy. With global retail media spend projected to total $180 billion in 2025, the opportunity is vast, but success depends on how retailers use data, design, and technology to serve both customers and brands. The report details emerging strategies, risks, and solutions across industries, from ecommerce and luxury retail to B2B and media. Download the report Retail media network FAQs What’s the difference between Smart Groups and Retail Media Platform integrations? 0 Smart Groups are best for merchandising teams that want to feature specific brands or products in defined placements, such as a brand partnership or themed promotion. These groups are updated manually. Retail Media Platform integrations , on the other hand, are used when you want real-time bidding for sponsored listings through external ad tech partners like CitrusAd or Criteo.  Do sponsored results affect the relevance of our search experience? 0 Algolia applies AI-powered ranking and personalization even to sponsored content, ensuring that promoted listings remain relevant to shoppers’ intent and search context.  What kind of reporting and performance insights are available? 0 When integrated with an RMP or analytics platform, Algolia enables tracking of impressions, clicks, conversions, and revenue impact from sponsored placements—helping you measure ROI and optimize campaigns.  Will this work with our existing Retail Media Network? 0 Yes. Algolia’s sponsored listings solutions is platform-agnostic, working with popular Retail Media Networks like Criteo, CitrusAd, Kevel, or Zitcha.  Try the AI search that understands Get a demo Start Free Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Developers Developer Hub Documentation Integrations Engineering blog Discord community API status DocSearch For Open Source Live demos GDPR AI Act Industries Overview B2C ecommerce B2B ecommerce Marketplaces SaaS Media Startups Fashion Tools Search Grader Ecommerce Search Audit Products Overview AI Search AI Browse AI Recommendations Ask AI Intelligent Data Kit Use cases Overview Enterprise search Headless commerce Mobile & app search Voice search Image search OEM Site search Integrations Salesforce Commerce Cloud B2C Shopify Adobe Commerce Netlify Commercetools BigCommerce Distributed & secure Global infrastructure Security & compliance Azure AWS Company About Algolia Careers Newsroom Events Leadership Social impact Contact us Anti-Modern Slavery Statement Awards Social networks Algolia mark white ©2026 Algolia - All rights reserved. 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https://www.forem.com/terms
Web Site Terms and Conditions of Use - Forem Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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https://dev.to/t/tutorial/page/2222
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2026-01-13T08:47:45
https://www.icann.org/resources/pages/benefits-2013-09-16-en
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If you choose to have your domain name registration renew automatically, you must also keep your payment information current. ICANN is not responsible for profile content or verification of user details. 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Privacy Policy Terms of Service Cookies Policy Domain Name System Internationalized Domain Name ,IDN,"IDNs are domain names that include characters used in the local representation of languages that are not written with the twenty-six letters of the basic Latin alphabet ""a-z"". An IDN can contain Latin letters with diacritical marks, as required by many European languages, or may consist of characters from non-Latin scripts such as Arabic or Chinese. Many languages also use other types of digits than the European ""0-9"". The basic Latin alphabet together with the European-Arabic digits are, for the purpose of domain names, termed ""ASCII characters"" (ASCII = American Standard Code for Information Interchange). These are also included in the broader range of ""Unicode characters"" that provides the basis for IDNs. The ""hostname rule"" requires that all domain names of the type under consideration here are stored in the DNS using only the ASCII characters listed above, with the one further addition of the hyphen ""-"". The Unicode form of an IDN therefore requires special encoding before it is entered into the DNS. The following terminology is used when distinguishing between these forms: A domain name consists of a series of ""labels"" (separated by ""dots""). The ASCII form of an IDN label is termed an ""A-label"". All operations defined in the DNS protocol use A-labels exclusively. The Unicode form, which a user expects to be displayed, is termed a ""U-label"". The difference may be illustrated with the Hindi word for ""test"" — परीका — appearing here as a U-label would (in the Devanagari script). A special form of ""ASCII compatible encoding"" (abbreviated ACE) is applied to this to produce the corresponding A-label: xn--11b5bs1di. A domain name that only includes ASCII letters, digits, and hyphens is termed an ""LDH label"". Although the definitions of A-labels and LDH-labels overlap, a name consisting exclusively of LDH labels, such as""icann.org"" is not an IDN."
2026-01-13T08:47:45
https://dev.to/about#leadership
About DEV - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close About DEV DEV is a community of software developers getting together to help one another out. The software industry relies on collaboration and networked learning. We provide a place for that to happen. DEV is built on Forem : open source software designed to empower communities. Because our application is open source , you can inspect every little detail of the code, or chip in yourself! Forem is available for anyone interested in creating similar communities in any niche or passion. Visit our meta Forem, forem.dev for more information. We believe in transparency and adding value to the ecosystem. We hope you enjoy poking around and participating! Leadership DEV is led by Forem's co-founders Ben Halpern , Jess Lee , and Peter Frank ("PB&J"). Happy coding ❤️ 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:45
https://ruul.io/blog/how-to-develop-an-entrepreneurial-mindset
Blog | For Freelancers, Creators, and Indie Professionals Product Payment Requests Get paid anywhere. Sell Services Make your services buyable Sell Products Create once sell forever Subscriptions Get paid on repeat Ruul Space Your personel storefront. One link for everything you offer. Learn more Pricing Resources Partner Programs Referral Program Get 1% for life. Seriously. Affiliate Program Bring users, get paid Partners Let’s grow together. More Blog About us Support Brand Kit For Customers Log in Sign up For Businesses Login Sign up grow 13 Best Fiverr Alternatives Freelancers Need to Know Read POPULAR ARTICLES How to Accept Online Payments: A Comprehensive Guide for Businesses and Freelancers Learn how to set up and manage secure online payment systems for your business or freelance work. Discover popular payment methods, integration tips, security measures, and best practices to streamline transactions and boost efficiency. Top 15 Digital Nomad Jobs in 2025 Explore the 15 best digital nomad jobs in 2025, from writing to coding—fully remote, high-paying, and travel-friendly. The Ultimate Best AI Tools for Freelancers: Boosting Productivity in 2025 Discover the ultimate AI tools for freelancers in 2025 to enhance productivity and efficiency. From writing and graphic design to project management, explore top AI tools like ChatGPT, Grammarly, Canva, and more. Start optimizing your freelancing. How to Accept Cryptocurrency Payments Find the methods, benefits, and security considerations for accepting crypto payments. Know how cryptocurrencies can open new opportunities for your business. What to Sell as a Digital Product Want to make money while you sleep? From AI art to ebooks and plugins, here’s what actually sells in 2025 and makes your wallet happy! Best 13 Motivational Apps and Techniques You Need As You Work Solo Lack of motivation as an independent? See these motivation apps and techniques. get paid sell grow work news trends get paid sell grow work news trends How to Make Freelance Money I’ve mapped out the freelance income paths that will stick around until 2030. Shared all the pro tips and details in this post. Come check it out! Introducing MiniPay on Ruul: Faster Stablecoin Payment Ruul & MiniPay now bring instant, stablecoin payments with zero withdrawal fee for freelancers. Create virtual USD/EUR accounts, enjoy fast global transfers, and earn up to $275 in bonuses. Best Freelancing Websites Struggling to pick a freelancing website? These 16 categorized freelancing platforms will save your time, energy, and maybe your sanity! How to Get Paid as a Freelancer Don't let payments ruin your business! We've covered everything from the most important steps to the best methods! Designer's Guide to Dribbble All the potential Dribbble has to offer, and all the areas where it leaves you hanging. This Guide gives you all of that and more. Best Freelance Jobs You're looking for the best freelance jobs AI won't wipe out. Safe, in-demand, future-ready, long-lasting work… you'll find it all right here. MORE THAN 120,000 Independents Over 120,000 independents trust Ruul to sell their services, digital products, and securely manage their payments. FROM 190 Countries Truly global coverage: trusted across 190 countries with seamless payouts available in 140 currencies. PROCESSED $200m+ of Transactions Over $200M successfully processed, backed by an 8-year legacy of secure, reliable transactions trusted by independents worldwide. FREQUENTLY ASKED QUESTIONS Everything you need to know. Get clear, straightforward answers to the most common questions about using Ruul. hey@ruul.io What is Ruul? Ruul is a merchant-of-record platform helping freelancers and creators globally sell services, digital products, subscriptions, and easily get paid. Who is Ruul for? Ruul is designed for freelancers, creators, and independent professionals who want a simple way to sell online and get paid globally. How does Ruul work? Open an account, complete a quick verification (KYC), and link your payout account. Then, start selling through your store or send payment requests to customers instantly. How does pricing work? Signing up is free. There are no subscription or hidden fees. Ruul charges a small commission only when you sell or get paid through the platform. What is a Merchant of Record? A merchant of record is the legal seller responsible for processing payments, handling taxes, and managing compliance for each transaction. What can I sell on Ruul? You can sell services, digital products, license keys, online courses, subscriptions, and digital memberships. How do I get paid on Ruul? Add your preferred bank account, digital wallet, or receive payouts in stablecoins as crypto. Funds arrive within 24 hours after a payout is triggered. OPEN AN ACCOUNT START MAKING MONEY TODAY ruul.space/ Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trustpilot Product Payment Requests Sell Services Sell Products Subscriptions Ruul Space Pricing For Businesses Resources Blog About Contact Support Referral Program Affiliate Program Partner Program Tools Invoice Generator NDA Generator Service Agreement Generator Freelancer Hourly Rate Calculator All Rights Reserved © 2025 Terms Of Use Privacy Policy
2026-01-13T08:47:45
https://dev.to/action-in-action/reflecting-for-success-the-power-of-team-retrospectives#main-content
Reflecting for Success: The power of team retrospectives - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Agile in Action with Bill Raymond Follow Reflecting for Success: The power of team retrospectives Jun 27 '23 play 🎙️ Reflect, improve, repeat, and enjoy the benefits of improved team collaboration We are thrilled to have Aino Vonge Corry as a guest to share how retrospectives can foster team collaboration. Aino and Bill Raymond share stories and reflect on their careers to share how agile retrospectives provide a platform for teams to reflect on their work, learn from their experiences, and continuously improve their processes. In this podcast, you will learn the following: ✅ The definition of a retrospective ✅ How to avoid negativity ✅ Who should run retrospectives ✅ What to expect as a result of a retrospective 🎉 The core tenets of running a successful retrospective Episode source Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Your browser does not support the audio element. 1x initializing... × 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account
2026-01-13T08:47:45
https://golf.forem.com/code-of-conduct
Code of Conduct - Golf Forem Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Golf Forem Close Code of Conduct Last updated July 31, 2023 All participants of DEV Community are expected to abide by our Code of Conduct and Terms of Service , both online and during in-person events that are hosted and/or associated with DEV Community. Our Pledge In the interest of fostering an open and welcoming environment, we as moderators of DEV Community pledge to make participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of experience, nationality, personal appearance, race, religion, or sexual identity and orientation. Our Standards Examples of behavior that contributes to creating a positive environment include: Using welcoming and inclusive language Being respectful of differing viewpoints and experiences Referring to people by their pronouns and using gender-neutral pronouns when uncertain Gracefully accepting constructive criticism Focusing on what is best for the community Showing empathy towards other community members Citing sources if used to create content (for guidance see DEV Community: How to Avoid Plagiarism ) Following our AI Guidelines and disclosing AI assistance if used to create content Examples of unacceptable behavior by participants include: The use of sexualized language or imagery and unwelcome sexual attention or advances The use of hate speech or communication that is racist, homophobic, transphobic, ableist, sexist, or otherwise prejudiced/discriminatory (i.e. misusing or disrespecting pronouns) Trolling, insulting/derogatory comments, and personal or political attacks Public or private harassment Publishing others' private information, such as a physical or electronic address, without explicit permission Plagiarizing content or misappropriating works Other conduct which could reasonably be considered inappropriate in a professional setting Dismissing or attacking inclusion-oriented requests We pledge to prioritize marginalized people's safety over privileged people's comfort. We will not act on complaints regarding: 'Reverse' -isms, including 'reverse racism,' 'reverse sexism,' and 'cisphobia' Reasonable communication of boundaries, such as 'leave me alone,' 'go away,' or 'I'm not discussing this with you.' Someone's refusal to explain or debate social justice concepts Criticisms of racist, sexist, cissexist, or otherwise oppressive behavior or assumptions Enforcement Violations of the Code of Conduct may be reported by contacting the team via the abuse report form or by sending an email to support@dev.to . All reports will be reviewed and investigated and will result in a response that is deemed necessary and appropriate to the circumstances. Further details of specific enforcement policies may be posted separately. Moderators have the right and responsibility to remove comments or other contributions that are not aligned to this Code of Conduct or to suspend temporarily or permanently any members for other behaviors that they deem inappropriate, threatening, offensive, or harmful. If you agree with our values and would like to help us enforce the Code of Conduct, you might consider volunteering as a DEV moderator. Please check out the DEV Community Moderation page for information about our moderator roles and how to become a mod. Attribution This Code of Conduct is adapted from: Contributor Covenant, version 1.4 Write/Speak/Code Geek Feminism 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV Golf Forem — A community of golfers and golfing enthusiasts Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . Golf Forem © 2016 - 2026. Where hackers, sticks, weekend warriors, pros, architects and wannabes come together Log in Create account
2026-01-13T08:47:45