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https://canada-holidays.ca/ | Canadian statutory holidays in 2026 Skip to main content Canada Holidays Menu All regions About API Feedback All regions About API Feedback Canada’s next statutory holiday is Family Day , on February 16 That’s in about 1 month . Observed in AB , BC , NB , ON , and SK . Nationwide View by region See Nationwide Federal ────────── Alberta British Columbia Manitoba New Brunswick Newfoundland and Labrador Nova Scotia Northwest Territories Nunavut Ontario Prince Edward Island Quebec Saskatchewan Yukon View by year holidays for 2025 2026 2027 2028 2029 2030 2031 Submit → Canada statutory holidays in 2026 Add to your calendar January 1, Thursday New Year’s Day National holiday February 16, Monday Louis Riel Day MB February 16, Monday Islander Day PEI February 16, Monday Family Day AB , BC , NB , ON , SK February 16, Monday Heritage Day NS March 17, Tuesday Observed: March 16, Monday Saint Patrick’s Day is observed on the Monday closest to March 17. Saint Patrick’s Day NL April 3, Friday Good Friday National holiday April 6, Monday Easter Monday Federal holiday April 23, Thursday Observed: April 20, Monday Saint George’s Day is observed on the Monday closest to April 23. Saint George’s Day NL May 18, Monday National Patriots’ Day QC May 18, Monday Victoria Day Federal holiday , AB , BC , MB , NT , NU , ON , SK , YT June 21, Sunday National Indigenous Peoples Day NT , YT June 24, Wednesday Saint-Jean-Baptiste Day QC June 24, Wednesday Observed: June 22, Monday Discovery Day is observed on the Monday closest to June 24. Discovery Day NL July 1, Wednesday Canada Day National holiday July 9, Thursday Nunavut Day NU July 12, Sunday Observed: July 13, Monday Orangemen’s Day is observed on the Monday closest to July 12. Orangemen’s Day NL August 3, Monday Civic Holiday Federal holiday , NT , NU August 3, Monday British Columbia Day BC August 3, Monday New Brunswick Day NB August 3, Monday Saskatchewan Day SK August 5, Wednesday Regatta Day NL August 17, Monday Discovery Day YT September 7, Monday Labour Day National holiday September 30, Wednesday National Day for Truth and Reconciliation Federal holiday , BC , NT , PEI , YT September 30, Wednesday Orange Shirt Day MB October 12, Monday Thanksgiving Federal holiday , AB , BC , MB , NT , NU , ON , QC , SK , YT November 11, Wednesday Remembrance Day Federal holiday , AB , BC , NB , NL , NT , NU , PEI , SK , YT December 25, Friday Christmas Day National holiday December 26, Saturday Observed: December 28, Monday When Boxing Day falls on a weekend, it is observed the following Monday. Boxing Day Federal holiday , NL , ON Canada statutory holidays in 2027 All sources Back to top | 2026-01-13T08:48:08 |
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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 Challenges > Bright Data Real-Time AI Agents Challenge CHALLENGE RESULTS 🏆 Winners Announced! 🎊 Congratulations to the winner of the Bright Data Real-Time AI Agents Challenge! Read Announcement Challenge ends soon! Submit your entry now DAYS : HOURS : MINUTES : SECONDS See prompts Bright Data Real-Time AI Agents Challenge View Entries Please sign in to follow this challenge Give your AI the keys to the Web Challenge Status: Ended Ended Join our next Challenge Running through May 18 May 25, the Bright Data Real-Time AI Agents Challenge invites you to build intelligent AI agents and systems that can autonomously interact with the web, retrieve live data, and make decisions based on the most current information available. 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https://www.w3.org/2003/08/owlfaq#:~:text=the%20noted%20ontologist,it%20wasn%27t%20Wednesday...%22 | World Wide Web Consortium Issues Web Ontology Language Candidate Recommendations | 2003 | Press releases | W3C Skip to content We have a new logo! Learn more . 日本語ホームページ Japanese website 简体中文首页 Chinese website Visit the W3C homepage Standards & groups Standards & groups Understand the various specifications, their maturity levels on the web standards track, their adoption, and the groups that develop them. Explore web standards About W3C web standards W3C standards & drafts Types of documents W3C publishes W3C groups Translations of W3C standards & drafts Reviews & public feedback Promote web standards Liaisons Technical Architecture Group (TAG) Get involved Get involved W3C works at the nexus of core technology, industry needs, and societal needs. 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Find out more about us Our mission Support us Leadership Staff Careers Media kit Diversity Evangelists Corporation Policies & legal information Contact us Help Search My account Home Press releases 2003 World Wide Web Consortium Issues Web Ontology Language Candidate Recommendations World Wide Web Consortium Issues Web Ontology Language Candidate Recommendations Read this page in: français 日本語 Author(s) and publish date Published: 19 August 2003 Emerging Ontology Standard, OWL, strengthens Semantic Web Foundations Frequently Asked Questions http://www.w3.org/ -- 19 August 2003 -- Today, the World Wide Web Consortium (W3C) issued Web Ontology Language (OWL) as a W3C Candidate Recommendation. Candidate Recommendation is an explicit call for implementations, indicating that the document has been reviewed by all other W3C Working Groups, that the specification is stable, and appropriate for implementation. OWL is a language for defining structured, Web-based ontologies which enable richer integration and interoperability of data across application boundaries. Early adopters of these standards include bioinformatics and medical communities, corporate enterprise and governments. OWL enables a range of descriptive applications including managing web portals, collections management, content-based searches, enabling intelligent agents, web services and ubiquitous computing. "OWL is an important step for making data on the Web more machine processable and reusable across applications, " said Tim Berners-Lee, W3C Director. "We're encouraged to see OWL already being used as an open standard for deploying large scale ontologies on the Web." OWL is specified in 6 documents: The OWL Overview ; OWL Semantics and Abstract Syntax ; OWL Use Cases and Requirements ; OWL Test Cases , OWL Guide , and the OWL Reference . Read the FAQ for more details on OWL. OWL Delivers Ontologies that Work on the Web OWL is a Web Ontology language. Where earlier languages have been used to develop tools and ontologies for specific user communities (particularly in the sciences and in company-specific e-commerce applications), they were not defined to be compatible with the architecture of the World Wide Web in general, and the Semantic Web in particular. OWL rectifies this by using both URIs for naming and the linking provided by RDF to add the following capabilities to ontologies: Ability to be distributed across many systems Scalable to Web needs Compatible with Web standards for accessibility and internationalization. Open and extensible OWL provides a language for defining structured, Web-based ontologies which delivers richer integration and interoperability of data among descriptive communities. OWL builds on RDF Model and Schema and adds more vocabulary for describing properties and classes: among others, relations between classes (e.g. disjointness), cardinality (e.g. "exactly one"), equality, richer typing of properties, characteristics of properties (e.g. symmetry), and enumerated classes. Already there are multiple implementations and demonstrations of OWL, which are available to the public. The OWL Documents Produced by W3C The W3C Web Ontology Working Group has produced six OWL documents. Each is aimed at different segments of those wishing to learn, use, implement or understand the OWL language. Documents include - a presentation of the use cases and requirements that motivated OWL - an overview document which briefly explains the features of OWL and how they can be used - a comprehensive Guide that walks through the features of OWL with many examples of the use of OWL features - a reference document that provides the details of every OWL feature - a test case document , and test suite , providing over a hundred tests that can be used for making sure that OWL implementations are consistent with the language design - a document presenting the semantics of OWL and details of the mapping from OWL to RDF. The Candidate Recommendation phase for the OWL documents is estimated to last at least four weeks, at which time the Working Group will evaluate new implementations and comments on the drafts. OWL's Place in the Architecture of the Semantic Web: XML, RDF, and Ontologies Much has been written about the Semantic Web, as if it is a replacement technology for the Web we know today. In fact, the Semantic Web is made through incremental changes, by bringing machine-readable descriptions to the data and documents already on the Web. With both descriptions and ways to connect, compare, and contrast them, it's possible to build applications, tools, search engines, agents - all with no apparent change to Web pages. W3C's Semantic Web Activity builds on work done in other W3C Activities, such as the XML Activity. Its focus is to develop standard technologies, on top of XML, that support the growth of the Semantic Web. At the foundation, XML provides a set of rules for creating vocabularies that can bring structure to both documents and data on the Web. XML gives clear rules for syntax; XML Schemas then serve as a method for composing XML vocabularies. XML is a powerful, flexible surface syntax for structured documents, but imposes no semantic constraints on the meaning of these documents. RDF - the Resource Description Framework - is a standard a way for simple descriptions to be made. What XML is for syntax, RDF is for semantics - a clear set of rules for providing simple descriptive information. RDF Schema then provides a way for those descriptions to be combined into a single vocabulary. What's needed next is a way to develop subject - or domain - specific vocabularies. That is the role of an ontology. An ontology defines the terms used to describe and represent an area of knowledge. Ontologies are used by people, databases, and applications that need to share subject-specific (domain) information - like medicine, tool manufacturing, real estate, automobile repair, financial management, etc. Ontologies include computer-usable definitions of basic concepts in the domain and the relationships among them. They encode knowledge in a domain and also knowledge that spans domains. In this way, they make that knowledge reusable. Industrial and Academic Leaders Move OWL Forward The W3C Web Ontology Working Group carries a complement of industrial and academic expertise, lending the depth of research and product implementation experience necessary for building a robust ontology language system. Participants include representatives from Agfa-Gevaert N. V; Daimler Chrysler Research and Technology; DARPA; Defense Information Systems Agency (DISA); EDS; Fujitsu; Forschungszentrum Informatik (FZI); Hewlett Packard Company; Ibrow; IBM; INRIA; Ivis Group; Lucent; University of Maryland; Mondeca; Motorola; National Institute of of Standards and Technology (NIST); Network Inference, Nokia; Philips, University of Southampton; Stanford University; Sun Microsystems; Unicorn Solutions along with invited experts from German Research Center for Artificial Intelligence (DFKI) Gmbh; the Interoperability Technology Association for Information Processing, Japan (INTAP); and the University of West Florida. OWL brings together research from a number of groups that have been developing languages in which to express ontological expressions on the web . OWL has its origins in two major research efforts: a draft language known as the DARPA Agent Markup Language Ontology notations ( DAML-ONT ) and Ontology Interface Layer ( OIL ) developed by European researchers with the support of the European Commission. Since then, an ad hoc group of researchers formed the Joint US/EU committee on Agent Markup Languages and released a new version of this language which merges DAML with the OIL. The documents released today reflect the collaborative work of international researchers with industrial participants working together the World Wide Web Consortium. About the World Wide Web Consortium [W3C] The W3C was created to lead the Web to its full potential by developing common protocols that promote its evolution and ensure its interoperability. It is an international industry consortium jointly run by the MIT Laboratory for Computer Science (MIT LCS) in the USA, the European Research Consortium for Informatics and Mathematics (ERCIM) headquartered in France and Keio University in Japan. Services provided by the Consortium include: a repository of information about the World Wide Web for developers and users, and various prototype and sample applications to demonstrate use of new technology. To date, nearly 400 organizations are Members of the Consortium. For more information see http://www.w3.org/ Contact Janet Daly, < janet@w3.org >, +1.617.253.5884 or +1.617.253.2613 Frequently Asked Questions on W3C's Web Ontology Language (OWL) Status: this FAQ is no longer maintained. For a new, up-to-date FAQ, see the Semantic Web FAQ . Q. What is an ontology? A. Although the concept of ontology has been around for a very long time in philosophy, in recent years it has become identified with computers as a machine readable vocabulary that is specified with enough precision to allow differing terms to be precisely related. More precisely, from the OWL Requirements Document : An ontology defines the terms used to describe and represent an area of knowledge. Ontologies are used by people, databases, and applications that need to share domain information (a domain is just a specific subject area or area of knowledge, like medicine, tool manufacturing, real estate, automobile repair, financial management, etc.). Ontologies include computer-usable definitions of basic concepts in the domain and the relationships among them [...]. They encode knowledge in a domain and also knowledge that spans domains. In this way, they make that knowledge reusable. Q. How is OWL different from earlier ontology languages? A. OWL is a Web Ontology language. Where earlier languages have been used to develop tools and ontologies for specific user communities (particularly in the sciences and in company-specific e-commerce applications), they were not defined to be compatible with the architecture of the World Wide Web in general, and the Semantic Web in particular. OWL rectifies this by providing a language which uses the linking provided by RDF to add the following capabilities to ontologies: Ability to be distributed across many systems Scalable to Web needs Compatible with Web standards for accessibility and internationalization. Open and extensible Q. What can Web Ontologies be used for? A. The Web Ontology Working Group identified major use cases of ontologies on the Web and described these in the Use Cases and Requirements document . A survey of implemented applications (using earlier web ontology languages) was made with about 25 actually deployed systems identified. The WG categorized these into six main areas, as follows: Web Portals Categorization rules used to enhance search Multimedia Collections Content-based searches for non-text media Corporate Web Site Management Automated Taxonomical Organization of data and documents Mapping Between Corporate Sectors (mergers!) Design Documentation Explication of "derived" assemblies (e.g. the wing span of an aircraft) Explicit Management of Constraints Intelligent Agents Expressing User Preferences and/or Interests Content Mapping between Web sites Web Services and Ubiquitous Computing Web Service Discovery and Composition Rights Management and Access Control Q. Who is implementing OWL tools and applications? A. A large number of organizations have been exploring the use of OWL, with many tools currently available. The Working Group is maintaining a list of implementations and demonstrations . In addition, both the US government (via DARPA and NSF) and the European Union (via the 5th and 6th generation frameworks of the IST program) have invested in web ontology language development. Most of the systems currently using DAML, OIL and DAML+OIL (the predecessor languages that OWL was based on) are now migrating to OWL. In addition, a number of ontology language tools, such as the widely used Protege system , now provide OWL support. Q. Are there OWL ontologies available already? A. There are a large number of ontologies available on the Web in OWL. There is an ontology library at DAML ontology library , which contains about 250 examples written in OWL or DAML+OIL (a converter from DAML+OIL to OWL is available on the web). In addition, several large ontologies have been released in OWL. These include a cancer ontology in OWL developed by the US National Cancer Institute's Center for Bioinformatics, which contains about 17,000 cancer related terms and their definitions, and an OWL version of the well-known GALEN medical ontology , developed at the University of Manchester. Q. What does OWL add that RDF-schema doesn't? A. Owl extends RDFS to allow for the expression of complex relationships between different RDFS classes and of more precise constraints on specific classes and properties. Example of these include: - the means to limit the properties of classes with respect to number and type, - the means to infer that items with various properties are members of a particular class - the means to determine if all members of a class will have a particular property, or if only some of them might - the means to distinguish one-to-one from many-to-one or one-to-many relationships, allowing the "foreign keys" of a database to be represented in an ontology - the means to express relationships between classes defined in different documents across the web, - the means to construct new classes out of the unions, intersections and complements of other classes, and - the means to constrain range and domain to specific class/property combinations. The OWL Guide provides examples of all of these in the area of describing food and wine. Q. What documents are in the OWL document set? A. The Working Group has produced six documents each aimed at different segments of those wishing to learn, use, implement or understand the OWL language. Our documents include - a presentation of the use cases and requirements that motivated OWL - an overview document which briefly explains the features of OWL and how they can be used - a comprehensive Guide that provides a walk-through of the features of OWL with many examples of the use of OWL features - a reference document that provides the details of every OWL feature - a test case document , and test suite , providing over a hundred tests that can be used for making sure that OWL implementations are consistent with the language design - a document presenting the semantics of OWL and details of the mapping from OWL to RDF (This document presents the model theoretical details of every feature of OWL so that those implementing complete OWL reasoners can guarantee algorithmic compliance with all aspects of the language design). Q. What is new about ontologies on the Semantic Web? How do they differ from expert systems and the other artificial intelligence (AI) technologies promoted in the 1980s? A. The relation between the Semantic Web, and OWL in particular, to work in AI is somewhat parallel to the relation between the Web and the hypertext community -- based on some of the same motivations, but with a very different architecture that drastically changes the ways in which the technology can be deployed. In a widely cited article from Scientific American , Berners-Lee, Hendler and Lassila wrote: For the semantic web to function, computers must have access to structured collections of information and sets of inference rules that they can use to conduct automated reasoning. Artificial-intelligence researchers have studied such systems since long before the Web was developed. Knowledge representation, as this technology is often called, is currently in a state comparable to that of hypertext before the advent of the Web: it is clearly a good idea, and some very nice demonstrations exist, but it has not yet changed the world. It contains the seeds of important applications, but to realize its full potential it must be linked into a single global system. The OWL language is a major step towards developing that potential. Q. What does the acronym "OWL" stand for? A. Actually, OWL is not a real acronym. The language started out as the "Web Ontology Language" but the Working Group disliked the acronym "WOL." We decided to call it OWL. The Working Group became more comfortable with this decision when one of the members pointed out the following justification for this decision from the noted ontologist A.A. Milne who, in his influential book "Winnie the Pooh" stated of the wise character OWL: "He could spell his own name WOL, and he could spell Tuesday so that you knew it wasn't Wednesday..." Jim Hendler, co-chair of the W3C Web Ontology Working Group , and the W3C Communications Team Related RSS feed Subscribe to our press release feed Home Contact Help Support us Legal & Policies Corporation System Status W3C on Mastodon W3C on GitHub Copyright © 2026 World Wide Web Consortium . W3C ® liability , trademark and permissive license rules apply. | 2026-01-13T08:48:08 |
https://youtu.be/SSo_EIwHSd4?si=TvxIdI_m-Wt4FTuH | How does a blockchain work - Simply Explained - YouTube 정보 보도자료 저작권 문의하기 크리에이터 광고 개발자 약관 개인정보처리방침 정책 및 안전 YouTube 작동의 원리 새로운 기능 테스트하기 © 2026 Google LLC, Sundar Pichai, 1600 Amphitheatre Parkway, Mountain View CA 94043, USA, 0807-882-594 (무료), yt-support-solutions-kr@google.com, 호스팅: Google LLC, 사업자정보 , 불법촬영물 신고 크리에이터들이 유튜브 상에 게시, 태그 또는 추천한 상품들은 판매자들의 약관에 따라 판매됩니다. 유튜브는 이러한 제품들을 판매하지 않으며, 그에 대한 책임을 지지 않습니다. var ytInitialData = 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무엇이며 어떻게 작동하는가? blockchain 이 왜 특별한가를 간단하고 쉽게 설명해드릴께요!\n\n\n💰 비트 코인 또는 에테 리움을 구입을 원하시면?\n저의 제휴사를 통해서 $ 100 구입시 $10 무료로 얻을 수있습니다 :\nhttps://www.coinbase.com/join/5928452...\n\n\n📚 소스\nStuart Haber와 W. Scott Stornetta 의 Blockchain 에 관한 논문\n https://link.springer.com/article/10....\n\n사토시 나카 모토의 원 논문\n https://bitcoin.org/bitcoin.pdf\n\nblockchain에 대한 진실\n https://hbr.org/2017/01/the-truth-abo...\n\n\n🐦 트위터 팔로우: \n / savjee \n\n✏️ 블로그: \nhttps://www.savjee.be\n\n✉️ 뉴스 레터 가입:\nhttps://goo.gl/nueDfz\n\n👍🏻 페이스 북 페이지: \n / savjee 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| 2026-01-13T08:48:08 |
https://dev.to/pascal_cescato_692b7a8a20 | Pascal CESCATO - 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 Follow User actions Pascal CESCATO Full-stack dev sharing practical guides on WordPress, n8n automation, AI tools, Docker & self-hosting. Always experimenting with new tech to make life easier. Location France Joined Joined on Aug 19, 2025 Email address pascal.cescato@gmail.com Personal website https://benchwiseunderflow.in github website twitter website Pronouns he/him More info about @pascal_cescato_692b7a8a20 Badges 8 Week Community Wellness Streak Consistency pays off! Be an active part of our community by posting at least 2 comments per week for 8 straight weeks. Earn the 16 Week Badge next. Got it Close 4 Week Community Wellness Streak Keep contributing to discussions by posting at least 2 comments per week for 4 straight weeks. Unlock the 8 Week Badge next. Got it Close Top 7 Awarded for having a post featured in the weekly "must-reads" list. 🙌 Got it Close 2 Week Community Wellness Streak Keep the community conversation going! Post at least 2 comments for 2 straight weeks and unlock the 4 Week Badge. Got it Close 1 Week Community Wellness Streak For actively engaging with the community by posting at least 2 comments in a single week. Got it Close Writing Debut Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge. Got it Close GitHub Repositories knowledge-graph-cv Python newsletter-optin-block mailjet optin form automatically placed in posts PHP readwise_light Python Skills/Languages PHP, SQL, WordPress, n8n… Currently hacking on AI and automation Post 23 posts published Comment 120 comments written Tag 2 tags followed Pin Pinned Beyond the Linear CV Google AI Challenge Submission Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Jan 4 Beyond the Linear CV # devchallenge # googleaichallenge # portfolio # gemini 30 reactions Comments 18 comments 10 min read Why Streamlit + Cloud Run is a Billing Trap (and How I Fixed It) Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Jan 10 Why Streamlit + Cloud Run is a Billing Trap (and How I Fixed It) # devops # streamlit # security # finops 8 reactions Comments Add Comment 6 min read Want to connect with Pascal CESCATO? Create an account to connect with Pascal CESCATO. You can also sign in below to proceed if you already have an account. 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Sign in Respiration Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Dec 3 '25 Respiration # watercooler # devjournal # writing # mentalhealth 30 reactions Comments 10 comments 6 min read From WordPress to Astro: Three Days to Reclaim Control Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 27 '25 From WordPress to Astro: Three Days to Reclaim Control # webdev # wordpress # astro # productivity 3 reactions Comments Add Comment 8 min read MyScaleDB: Why Vector Databases Need SQL (The 2025 Reality Check) Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 24 '25 MyScaleDB: Why Vector Databases Need SQL (The 2025 Reality Check) # database # vectordatabase # sql # architecture 9 reactions Comments 2 comments 10 min read WordPress to Hugo: Lightning Fast Sites Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 20 '25 WordPress to Hugo: Lightning Fast Sites # webdev # wordpress # ai # hugo 4 reactions Comments Add Comment 7 min read Using CTEs When Your ORM Says No (The Lazy Developer's Survival Guide) Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 17 '25 Using CTEs When Your ORM Says No (The Lazy Developer's Survival Guide) # sql # database # architecture # performance 4 reactions Comments Add Comment 14 min read The Control Paradox: How Letting Go Made My Team More Productive Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 13 '25 The Control Paradox: How Letting Go Made My Team More Productive # agile # productivity # performance # programming 4 reactions Comments Add Comment 8 min read Building Reliable Legal AI: Never Missing a Supreme Court Case Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 13 '25 Building Reliable Legal AI: Never Missing a Supreme Court Case # ai # python # database # dataengineering 2 reactions Comments Add Comment 26 min read Recursive CTEs: Because Writing Nested Loops for Trees is Psychopathic (and a Little Masochistic Too) Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 10 '25 Recursive CTEs: Because Writing Nested Loops for Trees is Psychopathic (and a Little Masochistic Too) # database # sql 3 reactions Comments Add Comment 10 min read Efficient Laziness at Scale: The Agile Team I Never Needed Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 6 '25 Efficient Laziness at Scale: The Agile Team I Never Needed # agile # productivity # performance # programming 11 reactions Comments 5 comments 7 min read Your ORM is Lying to You About SQL (CTEs Explained) Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Nov 3 '25 Your ORM is Lying to You About SQL (CTEs Explained) # sql # database # performance # productivity 5 reactions Comments Add Comment 8 min read Actually Agile: Against Performance Theater in Software Development Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 30 '25 Actually Agile: Against Performance Theater in Software Development # agile # scrum # performance # programming 53 reactions Comments 30 comments 4 min read AgentKit: How Efficient Laziness Fixes Fragile LLM Workflows Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 27 '25 AgentKit: How Efficient Laziness Fixes Fragile LLM Workflows # ai # automation # python # architecture 11 reactions Comments 8 comments 11 min read Database Design: Start from Business Logic or Jump into Code? Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 21 '25 Database Design: Start from Business Logic or Jump into Code? # database # beginners # webdev # architecture 3 reactions Comments 7 comments 7 min read AI Weekly #2 — Thanks for the Feedback! Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 20 '25 AI Weekly #2 — Thanks for the Feedback! # ai # productivity # automation # opensource 5 reactions Comments 1 comment 6 min read Building with AI without losing control: Claude, Mistral, and me Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 14 '25 Building with AI without losing control: Claude, Mistral, and me # ai # wordpress # productivity # webdev 11 reactions Comments Add Comment 7 min read AI Weekly — Seeking Honest Feedback Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 13 '25 AI Weekly — Seeking Honest Feedback # help # ai # productivity # automation 5 reactions Comments 2 comments 4 min read From Pocket to Wallabag: A Self-Hosted Migration Story Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Oct 1 '25 From Pocket to Wallabag: A Self-Hosted Migration Story # opensource # selfhosting # productivity # docker Comments Add Comment 3 min read From Zero to 1 B Vectors: the 2025 No-BS Picking Guide Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Sep 29 '25 From Zero to 1 B Vectors: the 2025 No-BS Picking Guide # ai # vectordatabase # opensource # rag 1 reaction Comments Add Comment 2 min read AI-Assisted Development Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Sep 2 '25 AI-Assisted Development # ai # development # wordpress # techinnovation 5 reactions Comments Add Comment 2 min read WordPress vs Hugo: When Reality Challenges the Speed Myths Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Aug 26 '25 WordPress vs Hugo: When Reality Challenges the Speed Myths # hugo # wordpress # webperf Comments 6 comments 4 min read I Replaced My $6/Month VPS with a 2017 Laptop and Cut Costs to Zero Pascal CESCATO Pascal CESCATO Pascal CESCATO Follow Aug 19 '25 I Replaced My $6/Month VPS with a 2017 Laptop and Cut Costs to Zero # docker # selfhosted # homelab 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 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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https://dev.to/apis-over-ipas/from-vision-to-venture-e01-josh-twist-co-founder-and-ceo-at-zuplo#main-content | From Vision to Venture E01: Josh Twist - Co-Founder and CEO at Zuplo - 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 over IPAs Follow From Vision to Venture E01: Josh Twist - Co-Founder and CEO at Zuplo Nov 14 '23 play From Vision to Venture is a Moesif podcast that highlights some of the biggest wins and challenges in the startup space today. Every episode, we'll talk to different founders to discover some of the strategies that they've used on their journey from being an early-stage startup to a little bit later stage. Whether you want to hear more about how to manage life as a startup founder or raise a round of investment, this is the podcast for you. Our guest on this episode is Josh Twist. Josh is the co-founder and CEO of Zuplo, one of the most cutting-edge gateways that are out there today. In today's episode, we're going to chat with Josh about some of the challenges that he's faced as well as some of the big wins they've had over at Zuplo in the last few years. 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 | 2026-01-13T08:48:08 |
https://addons.mozilla.org/fy-NL/firefox/addon/rentgen/ | Rentgen – Dizze útwreiding downloade foar 🦊 Firefox (fy-NL) Add-ons foar Firefox Browser Utwreidingen Tema’s Mear… foar Firefox Wurdboeken en taalpakketten Oare browserwebsites Add-ons foar Android Oanmelde Sykje Sykje Rentgen troch “Internet. Time to act!” Foundation Rentgen to wtyczka, która automatycznie wizualizuje, jakie dane zostały ~~wykradzione~~ wysłane do podmiotów trzecich przez odwiedzane strony. Pozwala wygenerować raport lub treść maila, który można wysłać do administratora strony i/lub UODO. 5 (12 beoardielingen) 5 (12 beoardielingen) 216 brûkers 216 brûkers Firefox downloade en de útwreiding ûntfange Bestân downloade Metadata útwreiding Skermôfbyldingen Oer dizze útwreiding Rentgen to wtyczka dla przeglądarek opartych o Firefoxa, która automatycznie wizualizuje, jakie dane zostały ~~wykradzione~~ wysłane do podmiotów trzecich przez odwiedzane strony. Pozwala wygenerować raport lub treść maila, który można wysłać do administratora strony i/lub UODO. Więcej informacji: https://www.internet-czas-dzialac.pl/odcinek-33-wtyczka-rentgen Funkcje Rentgena: analiza ruchu sieciowego generowanego przez stronę internetową; wizualizacja danych przekazanych do podmiotów trzecich przez odwiedzaną stronę (historia przeglądania użytkownika oraz jego ciasteczka); przygotowywanie zrzutów ekranów narzędzi deweloperskich będących dowodem przekazanych danych do podmiotów trzecich; pomoc w oszacowaniu potencjalnych obszarów roboczych względem zgodności z RODO; generowanie raportu lub treści maila, który można wysłać do administratora oraz Urzędu Ochrony Danych Osobowych. Kod źródłowy Untwikkelersopmerkingen Jeżeli uważasz, że wtyczka Rentgen okazała się przydatna, zostaw nam recenzję. Jeżeli znalazłeś błąd lub masz pomysł na ulepszenie Rentgena, napisz do nas maila: kontakt@internet-czas-dzialac.pl Wurdearre: 5 troch 12 beoardielers Meld jo oan om dizze útwreiding te wurdearjen Der binne noch gjin wurdearringen Stjer-wurdearring wurdt bewarre 5 12 4 0 3 0 2 0 1 0 12 beoardielingen lêze Tastimmingen en gegevens Fereaske machtigingen: Privacyynstellingen lêze en oanpasse Browserproxyynstellingen beheare Jo gegevens foar alle websites benaderje Gegevenssamling: De ûntwikkeler seit dat dizze útwreiding gjin gegevenssamling fereasket. Mear ynfo Mear ynformaasje Add-on-keppelingen Startside Stipewebsite E-mailadres foar stipe Ferzje 0.2.4 Grutte 9,55 MB Lêst bywurke 21 dagen lyn (23 des. 2025) Sibbe kategoryen Webûntwikkeling Privacy en befeiliging Lisinsje Allinnich GNU General Public License v3.0 Privacybelied It privacybelied foar dizze add-on lêze Ferzjeskiednis Alle ferzjes besjen Labels anti malware anti tracker container privacy security Tafoegje oan kolleksje Selektearje in kolleksje… Nije kolleksje meitsje Dizze add-on rapportearje Dizze ûntwikkeler stypje De ûnwikkeler fan dizze útwreiding freget om stipe foar de trochgeande ûntwikkeling troch it meitsjen fan in lytse bydrage. No bydrage Nei Mozilla’s startside Add-ons Oer Firefox-add-onsblog Utwreidingsworkshop Untwikkelershub Untwikkelersbelied Mienskipsblog Foarum In bug melde Beoardielingsrjochtlinen Browser Desktop Mobile Enterprise Produkten Browsers VPN Relay Monitor Pocket Bluesky (@firefox.com) Instagram (Firefox) YouTube (firefoxchannel) Privacy Cookies Juridysk Utsein oars vermeld , is op de ynhâld fan dizze website de Creative Commons Attribution Share-Alike License v3.0 of lettere ferzje fan tapassing. Taal wizigje Čeština Deutsch Dolnoserbšćina Ελληνικά English (Canadian) English (British) English (US) Español (de Argentina) Español (de Chile) Español (de España) Español (de México) suomi Français Furlan Frysk עברית Hrvatski Hornjoserbsce magyar Interlingua Italiano 日本語 ქართული Taqbaylit 한국어 Norsk bokmål Nederlands Norsk nynorsk Polski Português (do Brasil) Português (Europeu) Română Русский slovenčina Slovenščina Shqip Svenska Türkçe Українська Tiếng Việt 中文 (简体) 正體中文 (繁體) | 2026-01-13T08:48:08 |
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https://dev.to/how-to-avoid-plagiarism#what-is-plagiarism | Guidelines for Avoiding Plagiarism on 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. 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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 Forem Close Guidelines for Avoiding Plagiarism on DEV This guide was last updated by the DEV Team on July 19th 2023 and is based on DEV Community: How to Avoid Plagiarism . As DEV continues to grow, we want to ensure that DEV remains a place of integrity and inclusiveness. At DEV, we use Community Moderation as a tool to maintain a respectful and positive environment. It is important to us that we provide you all with the tools to identify and flag problems that may affect a single author or countless DEV users. In this post, we hope to provide simple and effective guidance to combat plagiarism as a community. Whether you’re reporting plagiarism as you stumble upon it or learning how to avoid it in your own writing, hopefully, you find this resource helpful! What is Plagiarism? Oxford Languages defines plagiarism as, "the practice of taking someone else's work or ideas and passing them off as one's own," however, plagiarism is multifaceted and it’s not always so clear as this. Bowdoin University wrote a great breakdown of the four most common types of plagiarism , in tl:dr fashion these are: "Direct Plagiarism" "Self Plagiarism" "Mosaic Plagiarism" "Accidental Plagiarism" Let's take a little deeper look into each… Direct Plagiarism is the most blatant form of plagiarism we encounter. This pertains to a user copying and pasting content from another blog, piece of media, or document, and claiming it as their own. Self Plagiarism is described through an academic lens in the Bowdoin University article which is not as relevant to our community, but we can think of this in a different way. For instance, you could potentially self-plagiarize by reposting an article you wrote for a company or publication, if they own your work. In many circumstances, these places will be happy for you to repost your work elsewhere, but make sure that you understand the terms and conditions of your writing before reposting. Mosaic Plagiarism generally starts when someone is inspired by another user's work and wants to write about the same topic. This occasionally manifests as copying and pasting certain passages of someone else’s work or as Bowdoin says “ finds synonyms for the author’s language while keeping to the same general structure and meaning of the original ” but failing to cite the original author. (Notice how we were able to link directly to the specific language in the text... every extra step we can take to clarify where the info came from is ideal!) Accidental Plagiarism happens when folks misquote their sources, forget to cite sources, or copy their sources too closely by accident (like mosaic plagiarism). How to Avoid Plagiarizing Someone's Work? Luckily, avoiding plagiarism is pretty easy once you know how to identify it. Typically, it is as simple as providing a straightforward source and citation to any media you use that is not your own in your post. When should I cite something? If you're pulling information from an external source that you did not create, you should always cite where the information came from. For example, say you're writing an article on using an npm package, axios, and you're using information from their documentation — you should link their docs in your article. This not only gives them credit for their work but also helps the DEV community in case someone wants to do more research about the topic. If you copy a source directly — use quotes and absolutely provide a source + citation. If you just looked at a source and paraphrased it in your own words, you don't need to use quotations, but it is still best to cite the source. If in doubt, always provide a source + citation! It's unlikely anyone will fault you for offering too many citations or listing too many sources. How should I cite something? Great question! See how I linked to the university's actual post on plagiarism ( the source ) and quoted the plagiarism types that they named. Notice that I didn't try to misappropriate these ideas as my own in any way and made it explicitly clear that this information came from Bowdoin University. This allows readers to do more research at the original source and ensures that the writers receive fair credit. A Note on AI Assisted Plagiarism We understand that there are AI tools (like ChatGPT) that can be used to aid in content creation. When used responsibly, these tools can be really cool and are generally allowed on the platform. However, these tools also have the potential for abuse. Please review our guidelines for using AI-assisted tools in your writing here: Guidelines for AI-assisted Articles on DEV Erin Bensinger for The DEV Team ・ Dec 19 '22 #meta #chatgpt #writing #abotwrotethis You should check out the full guidelines, but in regards to plagiarism, take care not to use AI to copy someone’s work unwittingly… and of course, don’t do it on purpose either! Always do your research and be responsible, making sure to cite sources if appropriate and disclose whatever tool you used to write your article. And even then, using AI does not excuse you from posting an article that plagiarizes others’ works. If we discover that you have done so, we will act to unpublish any offending posts and may suspend your DEV account. Be mindful and don’t let your usage of AI cause you to plagiarize. How to Recognize & Report Plagiarism? Now that you know how to properly cite sources, let's talk a bit about how to recognize plagiarism and where to go to report it. Recognizing Plagiarism Sometimes you just get the feeling that something is being plagiarized. Maybe you feel like you read it somewhere before. Or perhaps you notice a sharp change in the author’s voice. Maybe you see strange errors that occur from copying/pasting! Do a little detective work by dropping chunks of the text into your search engine of choice (or try the “quick search” option on plagium.com), and see if you can find any results with similar wording. If you do, report it to us ! (More on that below!) And of course, plagiarism doesn’t just happen in writing — it’s just as important to attribute images, code, videos, and other media. If you see a graph (or code block) you recognize from elsewhere, try to place it, and again, let us know. You might find the reverse image search at tineye.com helpful for seeing if an image is plagiarized! Other times, you may notice that someone isn't taking content from another source word-for-word, but their content feels too close to the original for comfort. Alternatively, maybe their graph is in blue instead of red like the original, or maybe their code has slightly different variables but is otherwise the same as someone else’s. If you feel like it’s off, report it and let us know why! What about those times when someone seems to be claiming that a repo or CodePen is theirs (when it's not)? ... Definitely reportable! As for examples that likely should not be reported: someone is reposting their own work that they first posted elsewhere someone is giving a shout-out to someone else's work or has written a companion piece/response to someone else's post (while making it clear it's unaffiliated) Reporting Plagiarism If you believe you’ve encountered plagiarism or copyright violations, the absolute BEST action you can take is to report the post and provide any evidence you have. Reporting the post sends it directly to our community team to take action. If you're unsure, it's okay to send it to us for review... we won't penalize you for being mistaken. All this said, we do not recommend calling anyone out in the comments section — as we discussed before, plagiarism can be accidental and/or is sometimes enforced differently in a variety of cultures. We ask that you simply report the post rather than getting personally involved which could accidentally trigger arguments, hurt feelings, or possibly even further conduct violations. Thank you! If you have questions or feedback about our approach, we encourage you to contact us via support@dev.to . If you believe that someone isn't following these guidelines, please don't hesitate to report them to us via our Report Abuse page . Also, if you want to help enforce the Code of Conduct, you might consider becoming a DEV moderator. Visit the DEV Community Moderation page for more information on roles and how to get involved. Thanks! 💎 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 Forem — 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 . Forem © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:08 |
https://www.spreaker.com/episode/the-role-of-ai-in-devops-observability-security-and-efficiency-devops-194--59209517 | The Role of AI in DevOps: Observability, Security, and Efficiency - DevOps 194 Discover Your Library Search For Podcasters Your Podcasts Free Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (!hidden) { $refs.inputMobile.focus(); } }); if (isSearch && !query) { if (window.innerWidth Sign up Login Sign up For Podcasters Your Podcasts Free Settings Light Theme Dark Theme Our Platform How Spreaker Works Podcasts App Spreaker Create New Prime Network Help { if (this.toast) { this.toast = null; } }, timings[this.toast.type]); }, getClassType() { return { 'bg-neutral-700 dark:bg-neutral-100 text-white dark:text-neutral-950': this .toast?.type === 'default', 'bg-sky-700 text-white': this.toast?.type === 'info', 'bg-emerald-700 text-white': this.toast?.type === 'success', 'bg-red-800 text-white': this.toast?.type === 'error', 'bg-orange-400 text-neutral-950': this.toast?.type === 'warning' } } }" x-on:toast.window="showToast($event.detail)" x-show="toast" class="fixed left-0 right-0 z-10 md:left-[250px]" x-transition> Adventures in DevOps Transcribed Transcribed The Role of AI in DevOps: Observability, Security, and Efficiency - DevOps 194 Mar 28, 2024 · 1h 9m 59s Loading Play Pause Add to queue In queue { SP.Utils.setDocumentShouldScroll(!opened); })"> Download Download and listen anywhere Download your favorite episodes and enjoy them, wherever you are! Sign up or log in now to access offline listening. Sign up to download { SP.Utils.setDocumentShouldScroll(!opened); })"> Transcript The Role of AI in DevOps: Observability, Security, and Efficiency - DevOps 194 This automatic transcript is brought to you by AI technology. This is an automatically generated transcript. Please note that complete accuracy is not guaranteed. { SP.Utils.setDocumentShouldScroll(!opened); })"> Embed Embed episode `; }, copyToClipboard() { this.copyStatus = 'DONE'; SP.Utils.copyToClipboard(this.getIframeCode()); setTimeout(() => { this.copyStatus = 'IDLE'; }, 2000); } }"> Dark Light Copy Done Looking to add a personal touch? Explore all the embedding options available in our developer's guide Share on X Share on Facebook Share on Bluesky Share on Whatsapp Share on Telegram Share on LinkedIn Description Andreas Grabner is the DevOps Activist at Dynatrace, DevRel for CNCF Keptn, CNCF Ambassador, and PurePerformance Podcast host. They dive into the world of DevOps, platform engineering, and the latest... show more Andreas Grabner is the DevOps Activist at Dynatrace, DevRel for CNCF Keptn, CNCF Ambassador, and PurePerformance Podcast host. They dive into the world of DevOps, platform engineering, and the latest developments in technology. In this episode, they explore the impact of AI in DevOps, the significance of observability tools, and the potential security risks associated with AI-generated code. They delve into the challenges of running open-source projects in containers and the importance of using commercial solutions to solve complex engineering problems. They also discuss the evolution of software engineering education, the role of platform engineering in enterprise-scale DevOps, and the necessity of understanding underlying mechanisms and optimizing for specific use cases. Join them as they explore the cutting-edge technologies and industry insights that are shaping the future of DevOps and platform engineering Socials LinkedIn: Andreas Grabner show less Comments Sign in to leave a comment Information Author Charles M Wood Organization Top End Devs Website topenddevs.com Tags - 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl 🇬🇧 English 🇬🇧 English 🇮🇹 Italiano 🇪🇸 Espanõl Terms Privacy {e.preventDefault(); showOneTrustPreferenceCenter();}" class="inline-flex items-center gap-2 hover:underline"> Your Privacy Choices Copyright 2026 - Spreaker Inc. an iHeartMedia Company { SP.Utils.setDocumentShouldScroll(!opened); })"> Playing Now Queue Looks like you don't have any active episode Browse Spreaker Catalogue to discover great new content Browse now Current Looks like you don't have any episodes in your queue Browse Spreaker Catalogue to discover great new content Browse now 1" class="mt-6"> Next Up Manage Done svg]:text-white"> Up Up Down Down Remove svg]:text-white"> It's so quiet here... Time to discover new episodes! Discover Your Library Search { SP.Utils.setDocumentShouldScroll(!opened); })"> Unlock Spreaker's full potential Sign up to keep listening, access your Library to pick up episodes right where you left off, and connect with your favorite creators. Experience the ultimate podcast listening on Spreaker! Sign up for free | 2026-01-13T08:48:08 |
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Use Pre-Designed Elements Quickly spin off common page types using building blocks and page templates . 2 Style Your App Use ThemeBuilder to style your app without dealing with complex CSS rules. 3 Count On the Docs Get all your styling questions answered with the detailed design and front-end documentation . 1 Use Identical Components Give the Figma UI kits to your designers and start speaking the same language. 2 Convert Figma Variables Import the Figma design into ThemeBuilder to generate the CSS. 3 Enjoy Automatic Updates Map the Figma variables to your UI components in ThemeBuilder and automatically sync design updates. 4 Count On the Docs Get all your styling questions answered with the detailed design and front-end documentation . Built for Accessibility All 110+ components in the library offerunmatched built-in accessibility and comply with WCAG 2.2, WAI-ARIA and Section 508 . More About Kendo UI for Angular Accessibility Why Developers Love Kendo UI for Angular Kendo UI for Angular makes your job easier without getting in the way. What's more, we actively follow the latest changes to the Angular framework and embrace modern patterns, so you can automatically use them through our components. Detailed technical and design documentation Easy integration thanks to a consistent API Small bundle sizes Responsive UI components Internationalization & localization Compatible with Codemods for fast project updates Kendo UI for Angular utilities support standalone components Future-proof dependency management Support by the engineers who build the library Get Started 30-day FREE trial including technical support and training. No credit card required. Buy Now Kendo Ui for Angular is also included in our DevCraft bundles. Learn more. Explore 110+ Powerful Angular Components Plus, four complete, ready-to-use design themes (Default, Material, Bootstrap, Fluent), page templates and building blocks and ThemeBuilder tool. Charts Area Chart Bar Chart Box Plot Bubble Chart Bullet Chart Chart Wizard New Charts Donut Chart Funnel Chart Heatmap Line Chart Pie Chart Polar Chart Pyramid Chart Radar Chart Range Area Chart Sankey Diagram Scatter Chart Sparkline Waterfall Chart Editor Rich Text Editor TreeList TreeList Scheduler Gantt Chart Scheduler Progress Bars ChunkProgressBar CircularProgressBar Progress Bar Buttons Button ButtonGroup Chip ChipList DropdownButton Floating Action Button Speech To Text Button New SplitButton Common Features Data Query Date Math Drag-and-Drop Drawing Excel Export PDF Export PDF Viewer Conversational UI AIPrompt Updated Conversational UI Updated Inline AI Prompt New Indicators Badge Loader Skeleton Diagrams and Maps Diagram New Map Date Inputs Calendar DateInput DatePicker DateRange DateTimePicker MultiViewCalendar TimePicker Dialogs Dialog Window Labels FloatingLabel Label Icons Icon SVGIcon Design Typography Navigation ActionSheet AppBar (NavBar) BottomNavigation BreadCrumb Drawer Dropdowns AutoComplete ComboBox DropDownList DropDownTree MultiColumnComboBox MultiSelect MultiSelectTree Gauges ArcGauge CircularGauge LinearGauge RadialGauge Grids Grid Updated Grid AI Toolbar Assistant New PivotGrid Spreadsheet Upload File Saver File Select Upload Inputs Checkbox ColorGradient ColorPalette ColorPicker FlatColorPicker Form New FormField MaskedTextBox NumericTextBox RadioButton RangeSlider Rating Signature Slider Switch TextArea TextBox TreeView Bar & QR Codes Barcode Generator QR Code Data Tools Filter Pager Layout Avatar Card ContextMenu ExpansionPanel GridLayout Hint ListBox ListView Menu Notification PanelBar Popover Popup Ripple ScrollView Sortable Splitter Stacklayout Stepper TabStrip TileLayout Timeline Toolbar Tooltip Show Full List Page Templates & Building Blocks Page Templates Building Blocks Landing Pages (4) Listing Pages (2) Dashboards (6) Featured Travel Automotive Industry See all Fashion Catalogue Real Estate See all AI Usage Monitoring Free Project Tracker See all Landing Pages (12) Listing Pages (4) Dashboards (3) AI (3) Featured 4 Blocks 4 Blocks Hero 4 Blocks Features 3 Blocks Incentives 3 Blocks Newsletter 1 Block Stats See all 2 Blocks Filter 1 Block Flyout Navigation See all 3 Blocks Top Navbar 4 Blocks Compact Card See all AI-Powered Editor Conversational Sources See all The companies that trust Telerik and Kendo UI products include: Success Stories HP Uses Progress Telerik to Slash Development Time by Up to 40% Boston Heart Diagnostics Digitally Transforms the Patient Experience RR Donnelley Modernizes Business-Critical Application with Telerik Kendo UI See Kendo UI for Angular in Action Ready-to-run projects with source code using some of our most popular Angular UI controls. Finance Portfolio App A robust financial dashboard app as an example of integrating KendoReact components into large applications. Coffee Warehouse Dashboard App See how components such as the Data Grid, Charts and Scheduler and features such as globalization all work together. Personal Finance App A sleek dashboard with an AI assistant that combines the powerful Angular grid with a variety of data visualizations (charts, gauge). Awards Kendo UI is proud to hold the following industry awards. G2 Leader Enterprise Grid Spring 2025 G2 Leader Mid-Market Grid Spring 2025 G2 Momentum Grid Leader Spring 2025 G2 Users Love Us More Tools to Simplify Your Angular Development VS Code Extensions Create New Projects and Leverage Advanced Tools ThemeBuilder Accelerate Your UI Customization Workflow Embedded Reporting Complete Embedded Reporting for Web and Desktop Apps Visual Studio Code Extension Maximize your efficiency with the Kendo UI Productivity Tools VS Code Extension, featuring a wide range of developer-friendly tools to facilitate project creation and integration of Kendo UI for Angular components. Visit the following pages for more information: VS Code Extension Overview Angular Project Wizard Angular Code Snippets Angular Scaffolders (beta) ThemeBuilder A powerful cloud application and Figma plugin that streamlines all web UI styling tasks without the need to write complex CSS. With ThemeBuilder, you can also automate your design-to-development workflow by generating usable HTML from Figma. Learn more about ThemeBuilder Launch the ThemeBuilder app Explore ThemeBuilder pricing plans Embedded Reporting Transforming raw data into actionable insights is the core function of reporting. Simplify development workflow with an intuitive embedded reporting tool that helps developers enable business users to easily create, edit and view reports on their own. Embed Reporting into Angular, React, Blazor, ASP.NET Core, WinForms, WPF and more apps. You can buy Kendo UI for Angular and Reporting in DevCraft Complete and Ultimate bundles. Learn more about Telerik Reporting Explore Embedded Reporting for Business Users Check out Report Designers Check out Report Viewers Ready to Level Up Your Angular UI? Feature-rich, highly accessible and easy to use, the most complete Angular UI library empowers you to build responsive apps in no time. 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https://devblogs.microsoft.com/develop-from-the-cloud/ | Develop from the cloud 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 Develop from the cloud Develop from the cloud Build apps from the cloud with Dev Box, Azure Deployment Environments & more Featured posts May 19, 2025 Post comments count 2 Post likes count 1 Unlock developer potential with Microsoft Dev Box Anthony Cangialosi AI agents, model context protocols (MCPs), and emerging AI workflows are fundamentally transforming software development paradigms and broadening the range of a... Dev Box Latest posts Oct 17, 2025 Post comments count 0 Post likes count 0 Streamlined Setup, Stronger Guardrails for Microsoft Dev Box Sagar Chandra Reddy Lankala We’re excited to introduce a new capability that simplifies Dev Box setup—enabling platform engineers and project admins to specify images and SKUs directly when configuring Dev Box pools, without needing to create Dev Box definitions at the Dev Center level. 🔄What’s changing Until now, configuring Dev Box pools with Azure Marketplace images or custom images from Compute Galleries required a pre-defined Dev Box definition at the Dev Center. These definitions packaged the image along with compute and storage SKUs, and were then referenced by project-level pools. While this model provided centralized control, ... Sep 4, 2025 Post comments count 0 Post likes count 0 🎉Enhancing security and streamlining configuration with Lab Secrets in Azure DevTest Labs Tanmayee Kamath For platform engineers, securely managing sensitive information across dev and test environments is a critical responsibility. Each workflow, from provisioning virtual machines to deploying artifacts and automating environment setup, often involves handling credentials, SSH keys, and API tokens. Sharing these in chat, hardcoding them into scripts, or keeping them in plain text is not secure. We consistently heard this feedback from our customers; in the absence of a centralized solution, secrets can end up distributed across emails, chat threads, and scripts. This distribution can elevate the risk of unintended e... Jun 23, 2025 Post comments count 1 Post likes count 2 🎉 Now in Public Preview: Create Dev Boxes on Behalf of Your Developers varshaiyer We’re excited to announce that one of our most-requested features is officially in Public Preview: You can now create Dev Boxes on behalf of your developers. Waiting around to get started is a thing of the past. Whether you're onboarding a new hire, running a hackathon, or setting up for a customer demo, this feature makes it easy for admins to set developers up for success. No “how do I do this?” required. ✨ Why We Built It From Ignite sessions to customer labs to hallway chats, the feedback was clear. You needed a faster, more flexible way to spin up Dev Boxes for your team. Here are just a few re... Jun 20, 2025 Post comments count 0 Post likes count 0 💻 Spring Cleaning for Dev Boxes: Mastering Manual & Automatic Offboarding varshaiyer Let’s face it. Sometimes your Dev Box just… hangs around too long. Whether you’ve moved to a new project, left the company, want to create a new dev box with the latest tools, it's time to clean things up. 🎯 With Dev Box Auto-Deletion now in public preview, offboarding just got a whole lot easier. Here's everything you need to know to keep your environment tidy and your costs under control (without deleting anything you still need!). 🚀 Step 1: Enable the Auto-Deletion Preview Feature Before anything else, you need to register the preview feature in your Azure subscription: ✨ You're now r... Jun 19, 2025 Post comments count 0 Post likes count 0 Balance governance and flexibility with Dev Box project policies Shikha Khetan As organizations scale their development efforts, managing access to cloud resources becomes critical. Platform engineers need to strike a balance between enforcing governance and enabling developer agility. At Build 2025, we announced the general availability of project policies in Microsoft Dev Box, which provides a powerful way to improve resource control and governance for cloud development environments while boosting security and compliance. What are project policies? With project policies, platform engineers can set guardrails on a per-project basis, to ensure that each project has access only to the nece... Jun 19, 2025 Post comments count 0 Post likes count 0 Control cloud costs with Dev Box hibernation features Shikha Khetan Cost is one of the most important concerns in any cloud-native rollout. IT admins need powerful tools to control costs without slowing development. At Build 2025, we were excited to announce the general availability of hibernation in Microsoft Dev Box. This feature empowers platform engineers to optimize resource usage while empowering developers to get what they need when they need it. Core cost-saving features—auto-stop schedules, hibernate on disconnect, and hibernate on no connect—offer different ways to automatically hibernate idle dev boxes, ensuring that resources aren’t wasted and budgets stay predic... May 19, 2025 Post comments count 2 Post likes count 3 Supercharge AI development with new AI-powered features in Microsoft Dev Box Sagar Chandra Reddy Lankala AI is reshaping how we build, deploy, and scale software. As more apps become AI-powered, developers need environments that can keep up with speed and demands of innovation. We've heard from customers just how critical it is to have a zero-config experience when building AI applications, with streamlined access to compute, prebuilt models, and environment configuration tools. We’ve been listening—and are excited to announce a new wave of capabilities in Microsoft Dev Box to accelerate AI development. Dev Box now empowers you to get started rapidly with ready-to-code cloud development environments optimized for... May 19, 2025 Post comments count 2 Post likes count 1 Unlock developer potential with Microsoft Dev Box Anthony Cangialosi AI agents, model context protocols (MCPs), and emerging AI workflows are fundamentally transforming software development paradigms and broadening the range of applications we can create. Developers are expected to keep up with the pace of innovation, but that’s hard to do when working from traditional development environments or legacy VDI solutions. With Microsoft Dev Box, developers get AI-powered, ready-to-code cloud dev environments with the tools they need for AI development, and platform engineers stay in control, with built-in tools to manage and secure everything at scale. Accelerate AI development an... Apr 29, 2025 Post comments count 0 Post likes count 0 Elevate Your Virtual Machine Management with Multi-Select, Sorting, Grouping, and Tags in Azure DevTest Labs Anish Trakru We are thrilled to unveil exciting new enhancements in the My Virtual Machine view within Azure DevTest Labs that will revolutionize your VM management experience. With these updates, managing your virtual machines has never been easier or more efficient. Imagine being able to multi-select VMs to start, stop, restart, or delete them all at once – saving you valuable time and effort. But that's not all! You can now sort your VMs and group them by various attributes such as type, status, size, and more, making it simpler to organize and locate the VMs you need. Additionally, the My Virtual Machine view now suppo... Load more posts Popular topics Dev Box Azure DevTest Labs Azure Deployment Environments Relevant Links Dev Box resources Dev Box docs Azure Deployment Environments Archive October 2025 September 2025 June 2025 May 2025 April 2025 March 2025 February 2025 January 2025 November 2024 October 2024 September 2024 August 2024 May 2024 Follow this blog Stay informed Get notified when new posts are published. Email * Country/Region * Select... 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https://devblogs.microsoft.com/dotnet/category/maui/ | .NET MAUI - Category | .NET 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 .NET Blog Category: .NET MAUI .NET 10 is here! .NET 10 is now available: the most productive, modern, secure, intelligent, and performant release of .NET yet. Learn More Download Now Showing category results for .NET MAUI Jan 12, 2026 Post comments count 0 Post likes count 1 How to Build Android Widgets with .NET MAUI Toine de Boer Build interactive Android widgets with .NET MAUI using RemoteViews, intents, and shared data. .NET .NET MAUI .NET for Android Dec 15, 2025 Post comments count 3 Post likes count 5 How to Build iOS Widgets with .NET MAUI Toine de Boer Build professional iOS widgets with .NET MAUI, from static displays to interactive widgets. .NET .NET MAUI .NET for iOS Dec 9, 2025 Post comments count 1 Post likes count 6 Implementing Cross-Platform In-App Billing in .NET MAUI Applications Gerald Versluis Learn how to implement in-app purchases in your .NET MAUI apps with our new cross-platform billing sample for Android, iOS, Mac Catalyst, and Windows. .NET .NET MAUI Dec 4, 2025 Post comments count 4 Post likes count 2 .NET Conf 2025 Recap – Celebrating .NET 10, Visual Studio 2026, AI, Community, & More .NET Team .NET Conf 2025 is over, but you can catch up with all the announcements and fun with video recordings, slides, demos, and more. .NET ASP.NET Core C# Nov 11, 2025 Post comments count 15 Post likes count 47 Announcing .NET 10 .NET Team Announcing the release of .NET 10, the most productive, modern, secure, intelligent, and performant release of .NET yet. With updates across ASP.NET Core, C# 14, .NET MAUI, Aspire, and so much more. .NET ASP.NET Core C# Oct 14, 2025 Post comments count 1 Post likes count 5 Announcing .NET 10 Release Candidate 2 .NET Team .NET 10 Release Candidate 2 focuses on final quality, reliability, and stabilization across the runtime, SDK, libraries, ASP.NET Core, Blazor, .NET MAUI, and more. .NET ASP.NET Core C# Sep 26, 2025 Post comments count 9 Post likes count 5 Preparing Your .NET MAUI Apps for Google Play’s 16 KB Page Size Requirement Gerald Versluis Learn about the upcoming 16 KB page size requirement for Google Play and how to ensure your .NET MAUI apps are ready for the November 2025 deadline. .NET .NET MAUI .NET for Android Sep 9, 2025 Post comments count 8 Post likes count 8 Announcing .NET 10 Release Candidate 1 .NET Team .NET 10 Release Candidate 1 is available with improvements across the runtime, SDK, libraries, ASP.NET Core, Blazor, .NET MAUI, and more! .NET ASP.NET Core C# Aug 25, 2025 Post comments count 7 Post likes count 11 MauiReactor: An MVU Approach for .NET MAUI David Ortinau A look at how the Model-View-Update pattern can complement the .NET MAUI ecosystem .NET C# .NET MAUI Aug 12, 2025 Post comments count 7 Post likes count 6 .NET 10 Preview 7 is now available! .NET Team Find out about the new features in .NET 10 Preview 7 across the .NET runtime, SDK, libraries, ASP.NET Core, Blazor, C#, .NET MAUI, and more! .NET ASP.NET Core C# Posts pagination 1 2 … 12 Load more posts Learn C# & .NET Free tutorials, videos, courses, and more for beginner through advanced .NET developers. 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https://autoptt.com/posts/simulating-a-real-keyboard-with-faker-input/ | Simulating a Real Keyboard with FakerInput | AutoPTT Home Download Pricing Product Changelog Roadmap News Blog Help Guides Troubleshooting Contact About AutoPTT Home Download Pricing Product Changelog Roadmap News Blog Help Guides Troubleshooting Contact About Simulating a Real Keyboard with FakerInput January 11, 2026 WARNING: This is post is rather technical, so if that’s not your thing, thank you and good bye! AutoPTT 4.0.0 was recently released with support for FakerInput , a driver that shows up as a keyboard and mouse that can be controlled by software. Being able to simulate input has always been core to AutoPTT (after all, the name comes from Automatic Push-to-Talk) so it made sense to ensure maximum compatibility with games and apps, and FakerInput helps with that goal. Normally, AutoPTT uses SendInput to simulate input. The trouble with this is that input generated in this way can easily be detected and subsequently ignored, with either a low level keyboard/mouse hook or a raw input hook. A low level keyboard hook is given a KBDLLHOOKSTRUCT that looks like this: typedef struct tagKBDLLHOOKSTRUCT { DWORD vkCode; DWORD scanCode; DWORD flags; DWORD time; ULONG_PTR dwExtraInfo; } KBDLLHOOKSTRUCT, * LPKBDLLHOOKSTRUCT, * PKBDLLHOOKSTRUCT; The flags property is a bitmask that may include LLKHF_INJECTED which indicates that the input came from SendInput . However, it is highly unlikely for a game to use low level hooks for input due to performance concerns, so instead they either simply query key states with functions like GetKeyState , GetAsyncKeyState and GetKeyboardState , or use Raw Input . (And I really hope they use buffered raw input… because if they don’t, they can completely miss input events, which is obviously very bad.) Raw input looks like this: typedef struct tagRAWINPUT { RAWINPUTHEADER header; union { RAWMOUSE mouse; RAWKEYBOARD keyboard; RAWHID hid; } data; } RAWINPUT, * PRAWINPUT, * LPRAWINPUT; What we’re interested in is the header property, which looks like this: typedef struct tagRAWINPUTHEADER { DWORD dwType; DWORD dwSize; HANDLE hDevice; WPARAM wParam; } RAWINPUTHEADER, * PRAWINPUTHEADER, * LPRAWINPUTHEADER; The hDevice property indicates the device from which the input is coming from and (based on my experience) it is 0 for input generated with SendInput . The fact that input from SendInput is easily detected isn’t a problem in the vast majority of games but there are a handful that choose to completely ignore it. Once the issue was originally brought to my attention, I spent a few days building the AutoPTT Sidekick as a means to get around it. The Sidekick is a USB device that shows up as a physical keyboard and a communications device, the latter of which can be used to press/release keys on the keyboard. So it’s essentially the same thing as FakerInput, except that it requires physical hardware (a cheap microcontroller) and some tech-savviness on the user’s part, whereas FakerInput is just a simple driver that anyone with half a brain can just install. I likely wouldn’t have built the Sidekick if I’d known about FakerInput back then, but hey, better late than never, huh? While I don’t have any stats to back this, I would hazard a guess that not many people used the Sidekick. Because if they did, I would expect to have received bug reports, because as I worked on FakerInput, it turned out that there were a few slight issues with the current implementation… But of course, before I found out about that, there were some other challenges. Like the fact that I couldn’t find any documentation for FakerInput aside from the driver code itself. Which, to be fair, would probably have been plenty for someone familiar with that kind of driver, but that was definitely not me. If anything, my prior knowledge of drivers may even have hurt me a little. I wrote one years ago, and communication with it was with CreateFile followed by DeviceIoControl calls. So I assumed the same would apply here. I was 50% right. The FakerInput device (like my earlier driver, and the Sidekick), is also opened with CreateFile . HANDLE h = CreateFileW ( " \\ path \\ to \\ device" , GENERIC_READ | GENERIC_WRITE, FILE_SHARE_READ | FILE_SHARE_WRITE, NULL, OPEN_EXISTING, 0 , NULL ); It took me a while to figure this out though because finding the correct device ended up taking a bit more time than I expected. You see, FakerInput exposes a parent device and several child devices, and I kept trying to open a connection to the parent device. The actual device I needed to connect to was one of vendor-defined child devices. Using that device’s instance path, I was finally able to open a connection. I would of course have to figure out how to get this information programmatically later, but this was good enough to move forward for now. Time to write some commands… with DeviceIoControl , obviously! Except I wasn’t sure what IOCTL to write. I assumed IOCTL_HID_SET_OUTPUT_REPORT but it wasn’t even defined anywhere in the SDK. This MSDN article explains why: it’s only usable from kernel mode, and user mode should go through either WriteFile or HidD_SetOutputReport . Oh, WriteFile ? Imagine that! I already used it for the Sidekick! Now… what to write, though? Well, fakerinputcommon.h from the driver code had this: #define REPORTID_KEYBOARD 0x01 #define KBD_KEY_CODES 6 typedef struct _FAKERINPUT_KEYBOARD_REPORT { BYTE ReportID; BYTE ShiftKeyFlags; BYTE Reserved; BYTE KeyCodes[KBD_KEY_CODES]; } FakerInputKeyboardReport; So obviously, that’s what I tried first. And as you might expect, it didn’t work. There was another clue in the file though #define CONTROL_REPORT_SIZE 0x41 So I padded the write data with some zeroes at the end to make it that size, and… nope. Turns out, that struct needed to be preceded by an additional two bytes of data, where the first was REPORTID_CONTROL (also found in the header file), and the second would be the size of FakerInputKeyboardReport . The final code looks like this: static void faker_write ( uint8_t modifiers, uint8_t const keys[ 6 ]) { assert (self.device.type == KEYS_DEVICE_faker); assert (self.device.faker.handle != INVALID_HANDLE_VALUE); FakerInputKeyboardReport report = { .ReportID = REPORTID_KEYBOARD, .ShiftKeyFlags = modifiers, }; memcpy ( & report.KeyCodes, keys, 6 ); uint8_t data[CONTROL_REPORT_SIZE]; memset (data, 0 , sizeof (data)); data[ 0 ] = REPORTID_CONTROL; data[ 1 ] = sizeof (report); memcpy (data + 2 , & report, sizeof (report)); DWORD bytes_written = 0 ; BOOL ok = WriteFile ( self.device.faker.handle, data, sizeof (data), & bytes_written, NULL ); if (not ok) { w_log_line ( "WriteFile failed, code %lu" , GetLastError ()); } } This is very similar to how I communicate with the Sidekick: static void sidekick_write ( uint8_t modifiers, uint8_t const keys[ 6 ]) { assert (self.device.type == KEYS_DEVICE_sidekick); assert (self.device.sidekick.handle != INVALID_HANDLE_VALUE); uint8_t data[ 8 ] = { SIDEKICK_ACTION_set_keyboard_state, modifiers, }; memcpy ( & data[ 2 ], keys, 6 ); DWORD bytes_written = 0 ; BOOL ok = WriteFile ( self.device.sidekick.handle, data, sizeof (data), & bytes_written, NULL ); if (not ok) { w_log_line ( "WriteFile failed, code %lu" , GetLastError ()); } } So finally, at long last, my first write command succeeded, and a single a appeared in my terminal window. It was then followed by another. And another. And many, many more. The a key was now stuck in the “down” state, and I couldn’t just release the key on the keyboard because, well, it wasn’t a physical keyboard! It wasn’t even a USB device like the Sidekick that you could just unplug. It was just a driver. I couldn’t type anything either because it would just get contaminated with a bunch of a s, and I would really have preferred not to just reboot because I had some unsaved files open. Thankfully, hitting CTRL-C on the terminal running the test app did the trick. I’m assuming that the driver reset the keyboard to the default state once the handle returned from CreateFile was closed. Phew, crisis averted. Now that I had the basics down, it was time to figure out how to programmatically identify the FakerInput device. Which basically came down to looping through devices with SetupDiEnumDeviceInterfaces and looking for ones that had SPDRP_HARDWAREID with the value of FakerInput and could be opened with CreateFile (the path to open you could get with SetupDiGetDeviceInterfaceDetail ). That by itself should probably have done it, but just to be safe, I also checked that the PID/VID (from HidD_GetAttributes ) were FAKERINPUT_PID / FAKERINPUT_VID (defined in FakerInput/Device.h ), and then also that the Usage and UsagePage fields from HIDP_CAPS (from HidP_GetCaps ) were 0x0001 and 0xff00 (which I got from testing; I didn’t look further into what they actually meant). Getting FakerInput integrated to the main AutoPTT app was not that big of a deal. It was very similar to the Sidekick, after all. Easy peasy. Haha. Yeah, right. This is where we get to the “slight issues” with the current Sidekick (and thus, FakerInput) implementation, as some time after the initial Sidekick support was added, I had made changes to how the mic activates from keypresses. Specifically, it was now possible for a physical key press to trigger its associated PTT key, even in modes like Voice Activation (ie. if my PTT key was X, I could still press X to activate the mic manually). See the problem? As far as the system was concerned, FakerInput and Sidekick were physical keyboards. So once a PTT key was activated, whether by pressing the key or by the sound level going over the activation threshold, it would then stay active forever. Okay, so the obvious thing to do was be to treat the input from Faker/Sidekick as virtual instead of physical. For which I’d need to identify the device that generated the input, and that meant looking at the hDevice property in the raw input header. Which, of course, was not available to AutoPTT since it didn’t use raw input due to the fact that only low level keyboard/mouse hooks were able to block input (like a key release in the Tap activation mode) from reaching the rest of the system. I was already quite familiar with raw input from my other app, MoreAccel (check it out if being able to fine-tune mouse sensitivity on a per-game basis sounds useful), so I quickly wrote a small test program that registered both low level hooks and raw input, and it seemed to work great, so I ported that over to the main app, and it worked like a charm. Just kidding! It seemed that whenever I enabled raw input, the low level keyboard and mouse hooks stopped running entirely. But they worked fine together in the test program, so what the fuck? In AutoPTT, the low level hooks run in a separate, high priority thread, and for simplicity, I had spawned another thread for the raw input. And obviously, the GUI itself was also running in a different thread. Maybe that was the problem? I moved the raw input hook into the same thread as the low level hooks. Didn’t help. But I noticed that actually, the low level hooks did in fact run… but only when the GUI was not the active window. The same thing happened whether the hooks were in different threads or not. Okay… so what if I moved everything to the GUI thread? (Yes, I know that’s bad practice. Whatever.) I did that, and when I ran the app, my keyboard and mouse – especially the mouse – became sluggish. Which made sense because the GUI thread’s FPS was capped to save CPU/GPU time, and that meant the low level input hooks were being processed very slowly. Remember when I said that people wouldn’t generally reach for low level input hooks due to performance reasons? Well, this is why. If they’re not processed ASAP, things get sluggish. You don’t want that, especially in a game. Now, If I’d just spent a moment to look at the big picture here, I would just have disabled the mouse hook temporarily while I tested out whether putting the hooks into the GUI thread actually solved the problem. But no, I basically forgot about it, and went straight to fixing the sluggishness instead. I suppose there may have been some sluggishness in my brain at the time, as well. The obvious solution was to decouple input processing from rendering, so I did just that, and the sluggishness disappeared. Just one problem: now the GUI was unresponsive! It turns out, the GUI library AutoPTT uses, Nuklear , expects any input processing to be followed by rendering, like this (AutoPTT renders with DX11): static void process_input_and_render ( void ) { nk_input_begin (self.nk_ctx); MSG msg; while ( PeekMessageW ( & msg, NULL, 0 , 0 , PM_REMOVE)) { TranslateMessage (msg); DispatchMessageW (msg); } nk_input_end (self.nk_ctx); if ( nk_begin (self.nk_ctx, "main_window" , self.main_window_rect, 0 )) { // create some text, buttons, etc here } nk_end (); ID3D11DeviceContext_ClearRenderTargetView (self.context, self.rt_view, & gui_bg.r); ID3D11DeviceContext_OMSetRenderTargets (self.context, 1 , & self.rt_view, NULL); nk_d3d11_render (self.context, NK_ANTI_ALIASING_ON); IDXGISwapChain_Present (self.swap_chain, 1 , 0 ); } I figured I could just buffer the input and feed it back into Nuklear before rendering. Which actually did work like a charm! But you know what didn’t work? The low level input hooks. They still weren’t being run when the GUI was the active window. Oops. Should really have tested that before I got sidetracked by the input processing & rendering issue… It looked like the only option was to spawn a separate process for raw input, and then communicate the required information back to the main process. And as I am someone who values performance, I wanted the IPC to be as fast and efficient as possible. I use ZeroMQ in AutoPTT quite heavily, and while it works great within the same process using the inproc transport (which is just some memory and a few atomics), the only available ZeroMQ transport between other processes (on Windows) was a TCP socket, and let’s just say fast and efficient are generally not words that I would associate with TCP. I looked around for some other solutions. I didn’t find anything satisfactory. I could probably have used Windows named pipes though, but I was kind of itching to make something myself, and a lock-free shared memory ringbuffer sounded pretty good, so… that’s what I made. And to avoid busy-waiting on data, I used a named event object on top of that. Was this detour unnecessary? Probably. Do I care? No, because I like programming. This is how it looks for the child process: static void set_raw_key_state_keyboard ( HANDLE handle, uint16_t scan_code, uint16_t vk_code, bool is_down) { struct raw_input_child_msg_s msg = { .type = RAW_INPUT_CHILD_MSG_keyboard_state_changed, .keyboard_state_changed = { .handle = handle, .scan_code = scan_code, .vk_code = vk_code, .is_down = is_down, } }; shm_spsc_producer_write (self.producer, & msg, sizeof (msg)); // This leads to a SetEvent call. It's just not done here because this function can // be called several times in a loop, so we just set a flag here and call SetEvent // once the loop exits. self.should_signal_producer = true; } And this is how it looks for the parent: static void loop ( void ) { for (;;) { HANDLE handles[] = { self.terminate_signal, self.ric.consumer_event, self.ric.pi.hProcess, }; DWORD flags = QS_ALLINPUT | QS_ALLPOSTMESSAGE; DWORD rc = MsgWaitForMultipleObjectsEx ( w_array_size (handles), handles, INFINITE, flags, MWMO_INPUTAVAILABLE ); if (rc == WAIT_OBJECT_0) { w_log_line ( "got terminate signal" ); break ; } else if (rc == (WAIT_OBJECT_0 + 1 )) { on_consumer_readable (); } else if (rc == (WAIT_OBJECT_0 + 2 )) { w_log_line ( "WARN: raw input process crashed --> restart" ); ric_deinit (); ric_init (); } else if (rc == (WAIT_OBJECT_0 + 3 )) { MSG msg; while ( PeekMessageW ( & msg, NULL, 0 , 0 , PM_REMOVE)) { on_msg ( & msg); } } else { w_log_assert ( 0 , "MsgWaitForMultipleObjects code %#lx" , rc); } } w_log_line ( "exiting" ); } static void on_consumer_readable ( void ) { static struct raw_input_child_msg_s msg[ 64 ]; for (;;) { int_fast32_t count = shm_spsc_consumer_read_items ( self.ric.consumer, & msg, w_array_size (msg), sizeof ( * msg)); if (count <= 0 ) { return ; } for ( int_fast32_t i = 0 ; i < count; i ++ ) { on_consumer_msg ( & msg[i]); } } } static void on_consumer_msg ( struct raw_input_child_msg_s const * msg) { switch (msg -> type) { case RAW_INPUT_CHILD_MSG_keyboard_state_changed: { set_raw_key_state ( msg -> keyboard_state_changed.handle, msg -> keyboard_state_changed.vk_code, msg -> keyboard_state_changed.is_down ); break ; } // ... default : break ; } } Alright, so I was now successfully keeping track of key states per device (using the device handle, hDevice , as the identifier). There was still the matter of matching the devices with FakerInput, though. static void dump_raw_input_devices ( void ) { UINT count = 0 ; GetRawInputDeviceList (NULL, & count, sizeof (RAWINPUTDEVICELIST)); RAWINPUTDEVICELIST * devices = (RAWINPUTDEVICELIST * ) malloc ( sizeof (RAWINPUTDEVICELIST) * count); GetRawInputDeviceList (devices, & count, sizeof (RAWINPUTDEVICELIST)); for ( size_t i = 0 ; i < count; i ++ ) { w_log_line ( "device %zu" , i); wchar_t name[ 2048 ] = { 0 }; UINT size = 0 ; GetRawInputDeviceInfoW ( devices[i].hDevice, RIDI_DEVICENAME, NULL, & size ); assert (size < w_array_size (name)); GetRawInputDeviceInfoW ( devices[i].hDevice, RIDI_DEVICENAME, name, & size ); if (devices[i].dwType == RIM_TYPEKEYBOARD) { w_log_line ( " type: keyboard" ); } else if (devices[i].dwType == RIM_TYPEMOUSE) { w_log_line ( " type: mouse" ); } else { continue ; } w_log_line ( " handle: %p" , devices[i].hDevice); w_log_line ( " name: %ls" , name); } } Using that to dump all the raw input devices resulted in output like this device 0 type: keyboard handle: FFFFFFFF855E3BC5 name: \\?\HID#VID_0F39&PID_0617&MI_00#7&3b3b9a84&0&0000#{884b96c3-56ef-11d1-bc8c-00a0c91405dd} device 1 type: mouse handle: 00000000198E4475 name: \\?\HID#SYSTEM&Col04#1&1a590e2c&4&0003#{378de44c-56ef-11d1-bc8c-00a0c91405dd} device 2 type: mouse handle: 00000000150328CB name: \\?\HID#SYSTEM&Col03#1&1a590e2c&4&0002#{378de44c-56ef-11d1-bc8c-00a0c91405dd} device 3 type: keyboard handle: 0000000060FF3A05 name: \\?\HID#SYSTEM&Col01#1&1a590e2c&4&0000#{884b96c3-56ef-11d1-bc8c-00a0c91405dd} Device 0 is a real device. The others are from FakerInput. The device instance path I was controlling FakerInput from, on the other hand, was \\?\hid#system&col05#1&1a590e2c&4&0004#{4d1e55b2-f16f-11cf-88cb-001111000030} . While it does look to be in a similar format to the raw input device names from above, it’s not quite the same. But there is a common identifier in there. I’m not sure what it means (if you do, let me know, especially if you think it’s not a reliable way to match the devices), but it seemed consistent, so I decided to use that. Splitting the strings by # gets us the following: Keyboard Control Device \\?\HID \\?\hid SYSTEM&Col01 system&col05 1&1a590e2c&4&0000 1&1a590e2c&4&0004 {884b96c3-56ef-11d1-bc8c-00a0c91405dd} {4d1e55b2-f16f-11cf-88cb-001111000030} The third item in there looks good, except for what’s after the last & , so if we just leave that out, we get the common part 1&1a590e2c&4 . So that’s what I used to match the raw input devices to the FakerInput control device. bool faker_path_matches_raw_input_device ( wchar_t const * faker_path, wchar_t const * raw_input_device) { wchar_t id_faker[ 1024 ]; wchar_t id_ri[ 1024 ]; size_t len_faker = extract_id (id_faker, w_array_size (id_faker), faker_path); if (len_faker == 0 ) { return false; } size_t len_ri = extract_id (id_ri, w_array_size (id_ri), raw_input_device); if (len_ri == 0 ) { return false; } return len_faker == len_ri and wcscmp (id_faker, id_ri) == 0 ; } static size_t extract_id ( wchar_t * dst, size_t dst_size, wchar_t const * src) { wchar_t const * p2 = wcschr (src, L '#' ); if (p2 == NULL) { return 0 ; } p2 += 1 ; // skip # wchar_t const * p3 = wcschr (p2, L '#' ); if (p3 == NULL) { return 0 ; } p3 += 1 ; // skip # wchar_t const * p4 = wcschr (p3, L '#' ); if (p4 == NULL) { return 0 ; } size_t len = p4 - p3; assert (len < dst_size); wcsncpy (dst, p3, len); dst[len] = 0 ; // dst: "1&1a590e2c&4&0000#" p4 = wcsrchr (dst, L '&' ); if (p4 == NULL) { return 0 ; }; len = p4 - dst; dst[len] = 0 ; // dst: "1&1a590e2c&4" return len; } I could now tell whether the raw input came from a FakerInput device or not, and it would have been really convenient if a raw input event was always followed by the corresponding low level input event so I could simply combine the two to determine whether to treat the input as physical or not… but of course that was not the case. The order of events was quite inconsistent, and even if it wasn’t, the IPC would likely have made it so anyway. Remember, the problem was that that in the Voice Activity and Tap modes, using FakerInput (or Sidekick) would make the PTT key stay in the active (down) state because it kept triggering itself, and in the low level input hooks, I needed to block the events that caused it. But due to the inconsistent order of events, I still couldn’t just use the current raw input state to make any decisions. Fortunately, I didn’t have to. After some trial and error, it occurred to me that in the Voice Activity and Tap modes, I could just do the following: static LRESULT keyboard_hook ( int code, WPARAM w_param, LPARAM l_param) { // ... switch (settings -> activation_mode) { case AUTOPTT_ACTIVATION_MODE_AUTOMATIC: // This is the Voice Activity mode case AUTOPTT_ACTIVATION_MODE_TAP_PTT: { if (is_key_release and is_part_of_active_ptt_key (vk_code)) { block_event = true; release_key_for_all_raw_input_devices (vk_code); } break ; } // ... } return (block_event) ? 1 : CallNextHookEx ( 0 , code, w_param, l_param); } Where is_part_of_active_ptt_key basically just checks the current raw input key state across all physical keyboards (not FakerInput). This works because when a key on a physical keyboard is held down, the keyboard keeps sending repeated key down events. For example, if my PTT key was X, and I pressed and released it in the Voice Activity mode, with that code, something similar to this would happen: I press X on the keyboard System generates Raw & LL events for X down (on the physical keyboard) AutoPTT sets X down on the FakerInput keyboard System generates Raw & LL events for X down (on both physical and FakerInput keyboards) I release X on the keyboard System generates Raw & LL event for X up (on the physical keyboard). The low level hook blocks the event. System still thinks X is down, but AutoPTT marks it as “up” on all keyboards. System generates Raw & LL events for X down (on FakerInput) System does NOT generate further events for X on the physical keyboard, so its state remains “up” AutoPTT notices that the physical X is up, and releases the key on the FakerInput keyboard as well System generates Raw & LL events for X up (on FakerInput). They aren’t blocked because AutoPTT knows the key is not active anymore. And that’s all folks! Everything worked out great in the end :) FakerInput support was released with AutoPTT 4.0.0. While it looks like just a feature release which shouldn’t constitute a major version bump, it still included breaking changes where I removed the use_sidekick global setting and added a new profile-specific input_method setting instead, with the options of enum InputMethod { VIRTUAL = 0 ; FAKER = 1 ; SIDEKICK = 2 ; } And since you can access the settings via the public IPC , a breaking change in the settings is a breaking change in the public interface, and therefore a major version bump. Perhaps in the future I might just deprecate the setting instead, and if anyone were to every use it, just silently migrate it to the new version. That way I could avoid having to bump the settings, IPC, and major app version, which means I wouldn’t need to update both the Stream Deck and Bitfocus Companion plugins as well. Especially when the update basically consists of a few simple lines of code but I still have to publish a new version and wait for it to be approved (during which time the plugin would not work with AutoPTT at all, which means that to be extra safe, I would have to wait with releasing a new version of AutoPTT until after the plugin is approved). I suppose another way to get around the publish-approval delay would be to have some sort of hosted compatibility.json file that the Stream Deck and Bitfocus Companion plugins could just check occasionally, and if it said that a newer version of AutoPTT was supported with no required code changes, that would be that. No new plugin releases necessary. However, I am not sure whether this would be considered an acceptable solution. It sounds fine to me though; AutoPTT does not exactly have as large an impact as Crowdstrike or Cloudflare, even if this approach does kind of remind me of some recent incidents … Tags: Blog Home Download Pricing Changelog Roadmap News Blog Guides Help Contact About Privacy Policy Affiliates Discord Youtube Instagram Twitter/X Email Github | 2026-01-13T08:48:08 |
https://topenddevs.com/podcasts/adventures-in-angular/episodes/angular-signals-vs-rxjs-aia-389 | Angular Signals VS RxJS - AiA 389 - Adventures in Angular - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in Angular RSS Feed Spotify Apple Podcasts YouTube Amazon Music Angular Signals VS RxJS - AiA 389 Published: September 07, 2023 Download Angular Signals VS RxJS - AiA 389 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Subrat Mishra • Armen Vardanyan • Lucas Paganini Show Notes Armen, Lucas, and Subrat join this week's panelist episode. They talk about the fascinating topic of using signals and observables in Angular. They also explore the differences between the two approaches, their use cases, and how you can enhance your development process. Moreover, they dive into the reactive graph systems to handling loading states, and many more! On YouTube Angular Signals VS RxJS - AiA 389 Sponsors Chuck's Resume Template Raygun - Application Monitoring For Web & Mobile Apps Developer Book Club starting Links Unvoid - Angular Experts - Design and web development services with enormous expertise in Angular for companies that truly care about quality https://unvoid.com/ Social Media Unvoid LinkedIn @unvoidweb https://www.linkedin.com/company/unvoidweb Instagram @unvoidweb https://www.instagram.com/unvoidweb Lucas Paganini YouTube @lucaspaganiniweb https://youtube.com/@lucaspaganiniweb LinkedIn @lucaspaganiniweb https://www.linkedin.com/in/lucaspaganiniweb Twitter @lucaspaganini https://twitter.com/LucasPaganini Instagram @lucaspaganini https://www.instagram.com/lucaspaganini Subrat Mishra YouTube @FunOfHeuristic https://www.youtube.com/@FunOfHeuristic Armen Vardanyan LinkedIn @ArmenVardanyan h ttps://www.linkedin.com/in/armen-vardanyan-am/ © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
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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 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 Art light Posted on Jan 11 We Didn’t “Align” — We Argued (and Shipped a Better System) # discuss # career # programming # developer Software projects rarely fail because someone can’t write code. They fail because people quietly disagree, assumptions go unchallenged, and everyone is “aligned” right up until production is on fire. This is a story about a project where collaboration didn’t look pretty — but it worked. The Setup: Parallel Work, Parallel Universes We were building a product with a fairly standard setup: Frontend: React + TypeScript Backend: REST API Multiple engineers working in parallel Tight deadlines (the fun kind) Everything looked fine… until it didn’t. The frontend assumed fields that the backend hadn’t implemented yet. The backend refactored response shapes without realizing the frontend relied on them. Types existed — just not in the same universe. Nothing was broken enough to stop development, but bugs kept appearing late. The worst kind. The “why didn’t we catch this earlier?” kind. The First Real Collaboration Moment (aka The Argument) At some point, someone asked the dangerous question: “Why don’t we just define the API first?” Enter fullscreen mode Exit fullscreen mode This triggered: A backend engineer worrying about losing flexibility A frontend engineer worried about slowing down Someone else saying “we can just fix it later” (classic) Instead of pretending we agreed, we argued it out. And that was the turning point. The Decision: API First (But Practically) We didn’t adopt API-first as a buzzword. We adopted it as a collaboration contract. What we actually did: Defined OpenAPI specs early Generated types for the frontend Treated breaking API changes as actual breaking changes, not “oops” Trade-offs we accepted: Backend lost some freedom to “just rename stuff” Specs required discipline and review Changes took slightly longer upfront What we gained: Predictable frontend types Fewer late surprises Much calmer PR reviews The Unexpected Benefit: Better Conversations The biggest win wasn’t technical — it was human. Instead of: “Why is this field missing?” Enter fullscreen mode Exit fullscreen mode We started asking: “Should this field even exist?” Enter fullscreen mode Exit fullscreen mode Specs forced us to: Name things clearly Argue about responsibility Make decisions visible Design reviews became real design reviews — not post-mortems. Mistakes We Made (So You Don’t Romanticize This) Let’s be honest — it wasn’t smooth: We over-specified early on and had to loosen things later One spec PR was longer than some novels We once broke the API and forgot to regenerate types (yes, that hurt) Collaboration doesn’t remove mistakes. It just makes them cheaper and earlier. Humor Break: The “One Small Change” Lie Every team has this moment: “It’s just a small backend change.” Enter fullscreen mode Exit fullscreen mode Famous last words. With shared specs, that sentence became: “It’s a small change… but it touches 12 endpoints.” Enter fullscreen mode Exit fullscreen mode Which is exactly the kind of honesty you want before merging. What Senior Collaboration Actually Looks Like From this experience, here’s what I now believe: Collaboration is surfacing disagreement early Silence is more dangerous than conflict Tools don’t fix teams — they expose them Clear contracts reduce ego-driven decisions Senior engineers don’t avoid friction. They manage it productively. Final Takeaway Good collaboration isn’t about being nice. It’s about being clear, honest, and occasionally uncomfortable — together. When teams stop optimizing for speed today and start optimizing for trust tomorrow, the codebase follows. And yes — sometimes that starts with an argument. Top comments (6) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Travis Wilson Travis Wilson Travis Wilson Follow Staff engineer, 12+ years in data pipelines. Building Flywheel - data pipelines for startups. Location Atlanta, Ga Pronouns he/him Work Staff Engineer + Solo Founder (Flywheel) Joined Jan 11, 2026 • Jan 12 Dropdown menu Copy link Hide Interesting perspective. I've been experiencing this from a different angle - as a solo founder using AI as my primary collaborator, I've been able to sidestep a lot of these alignment battles entirely. The trade-off you describe (less flexibility for backend engineers, discipline around spec maintenance) assumes humans on both sides who have opinions and preferences. When it's me + Claude, I don't have to negotiate syntax choices or convince anyone that a breaking change is worth it. I just make the call and move on. But here's the thing - that only works because I invested heavily in the architecture first. Consistent patterns, clear service boundaries, good test coverage. The AI doesn't push back on conventions, it follows them. Which means the "arguing" phase you describe gets replaced by "did I set up the system so the AI can do this without hand-holding?" Different problem, same underlying truth: the system design matters more than the individual interactions Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Art light Art light Art light Follow Trust yourself🌞your capabilities are your true power. ❤Telegram - ✔lighthouse4661 ❤Discord - ✔lighthouse4661 Email art.miclight@gmail.com Pronouns He/him Work CTO Joined Nov 21, 2025 • Jan 12 Dropdown menu Copy link Hide Really thoughtful take — I like how you frame AI as a collaborator rather than a shortcut. Your point about architecture doing the “arguing” up front really resonates, especially the idea that good system design replaces ongoing negotiation. It makes me think the real leverage isn’t just using AI, but setting things up so it can work independently and consistently. I’m very interested in seeing how this approach evolves as solo founders push it further. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Dorothy J Aubrey Dorothy J Aubrey Dorothy J Aubrey Follow Location Maryland, USA Education University of Miami School of Law, University of Wisconsin - Madison Joined Dec 18, 2025 • Jan 12 Dropdown menu Copy link Hide I really enjoyed this - especially the way you framed disagreement as something productive instead of something to smooth over. On the best team I ever worked with, we constantly bickered (but made, arguably, some of the best products of my life). The part about specs forcing real conversations, instead of polite assumptions, really resonated. I’ve seen the same thing happen when decisions are made visible early: it’s uncomfortable in the moment, but it saves so much pain later. Thanks for sharing a version of collaboration that feels real and not LinkedIn-glossy. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Art light Art light Art light Follow Trust yourself🌞your capabilities are your true power. ❤Telegram - ✔lighthouse4661 ❤Discord - ✔lighthouse4661 Email art.miclight@gmail.com Pronouns He/him Work CTO Joined Nov 21, 2025 • Jan 12 Dropdown menu Copy link Hide Thank you — I agree that healthy disagreement is often a sign of trust, not dysfunction, and the best teams use it to surface better decisions earlier. Making assumptions visible through specs or early decisions creates short-term friction but dramatically improves long-term outcomes. Like comment: Like comment: 1 like Like Comment button Reply Some comments may only be visible to logged-in visitors. Sign in to view all comments. 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 Art light Follow Trust yourself🌞your capabilities are your true power. ❤Telegram - ✔lighthouse4661 ❤Discord - ✔lighthouse4661 Pronouns He/him Work CTO Joined Nov 21, 2025 More from Art light Prompt Engineering Won’t Fix Your Architecture # discuss # career # ai # programming I Didn’t “Become” a Senior Developer. I Accumulated Damage. # programming # ai # career # discuss Hello 2026: This Will Only Take Two Weeks # programming # devops # discuss # career 💎 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 Forem — 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 . Forem © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:08 |
https://lab174.com/blog/202601-yaml-norway/#cb10-2 | YAML? That’s Norway problem < Back to LAB174.com YAML? That’s Norway problem 2026-01-12 Abstract A deep dive into YAML’s Norway problem: why the country code NO gets parsed as false, its history from YAML v1.0 to v1.2, and why popular libraries still exhibit this behavior in 2026. What is yaml Yaml is a well-known data serialization language designed for human readability. It’s a popular choice for configuration files and metadata. Here’s a simple example: # project.yaml title : Nonoverse description : Beautiful puzzle game about nonograms. link : https://lab174.com/nonoverse countries : - DE - FR - PL - RO Let’s verify that the above example parses correctly. We’ll use Python 1 with Py Yaml 2 version 6.0.3 (the latest version as of this writing). First, let’s install it: python3 -m pip install pyyaml==6.0.3 Now let’s write a simple script to parse the yaml file: # python-pyyaml.py import json import yaml with open ( "project.yaml" , "r" , encoding = "utf-8" ) as f: data = yaml.safe_load(f) print (json.dumps(data, indent = 2 )) Running python3 python-pyyaml.py produces this output: { "title" : "Nonoverse" , "description" : "Beautiful puzzle game about nonograms." , "link" : " https://lab174.com/nonoverse " , "countries" : [ "DE" , "FR" , "PL" , "RO" ] } So far everything behaves as expected. As of January 2026 Python is the world’s 4th most popular programming language according to a 2025 Stack Overflow Survey ( archive ) ↩︎ Py Yaml is Python’s most popular yaml library and a top 20 Python library overall in the last month according to PyPI Stats ( archive ). It is also an “official” yaml library in the sense that its source code is hosted in a Github repository owned by the yaml Github account; see: Canonical source repository for Py Yaml . ↩︎ The Norway problem in yaml When we change the original yaml file and add Norway’s two letter iso country code to the existing list: countries : - DE - FR - NO - PL - RO Using the same parsing method, the file now yields this result: { "title" : "Nonoverse" , "description" : "Beautiful puzzle game about nonograms." , "link" : " https://lab174.com/nonoverse " , "countries" : [ "DE" , "FR" , false , "PL" , "RO" ] } Note that NO has been replaced with false . This is unexpected. Nothing about the context suggests a boolean should appear here. The NO literal sits in a list of country codes like FR or PL and appears similar in form. The problem, of course, is that “no” is also an English word with a negative meaning. This feature was originally added to allow writing booleans in a more human readable way, e.g.: platforms : iPhone : yes iPad : yes AppleWatch : no This gets parsed as: { "platforms" : { "iPhone" : true , "iPad" : true , "AppleWatch" : false } } The idea was that configuration files should read like natural language. In practice this behavior proved problematic, becoming the notorious Norway problem in yaml . One workaround is to escape the string, like this: countries : - DE - FR - "NO" - PL - RO With quotes, the file parses as expected: { "title" : "Nonoverse" , "description" : "Beautiful puzzle game about nonograms." , "link" : " https://lab174.com/nonoverse " , "platforms" : { "iPhone" : true , "iPad" : true , "AppleWatch" : false }, "countries" : [ "DE" , "FR" , "NO" , "PL" , "RO" ] } Many articles about yaml ’s Norway problem stop here, presenting quoting as the canonical fix. There is more. Yaml ’s history To understand today’s state of the Norway problem we’ll first look at how yaml evolved. May 2001 – Yaml first pass specification At this time, yaml was more of a concept than a finished language. It looked a bit different, though somewhat recognizable. Below is a partial example from the original specification; there are more in the full document, sadly none with boolean values. buyer : % address : % city : Royal Oak line one : 458 Wittigen's Way line two : Suite 292 postal : 48046 state : MI family name : Dumars given name : Chris The document makes no mention of parsing no to false . The “Serilization Format / bnf ” section even contains a typo and a “to do” note 3 : This section contains the bnf 4 productions for the yaml syntax. Much to do… Full first pass specification – archived link ↩︎ Bnf stands for “Backus–Naur form”, a notation system for syntax definition ( Wikipedia ). ↩︎ January 2004 – Yaml v1.0 final draft This version describes various ways of presenting scalars 5 , including both quoted scalars and plain scalars with implicit typing. This is what we’re after. Version 1.0 defined only sequence , map , and string as mandatory types 6 . The rest were optional, but a reference specification existed. That reference specification for the optional boolean type included English word format. Supported words were: true/false , on/off , and also yes/no 7 . This allows the Norway problem to appear – even if following that part of reference is described as optional. – Bonus: implicit typing can be overridden with explicit tags – we’ll talk about this later. – Bonus: single sign characters, i.e. + and - should also be treated as true and false ; even more so, as they are described as the canonical form 8 ! A scalar data type, or just scalar, is any non-composite value. Generally, all basic primitive data types are considered scalar source: Wikipedia ↩︎ Following is a description of the three mandatory core tags. Yaml requires support for the seq, map and str tags. source: Yaml v1.0 specification, tag repository ↩︎ English word format: implicit english ~= true|True|TRUE |false|False|FALSE |yes|Yes|YES |no|No|NO |on|On|ON |off|Off|OFF source: Yaml v1.0 boolean type specification – archived link ↩︎ Single sign character format: implicit canonical ~= +|- source: Yaml v1.0 boolean type specification – archived link ↩︎ January 2005 – Yaml v1.1 final draft Version 1.1 maintained the same implicit typing behavior as v1.0. However, the types listed in the spec – including boolean – while still not mandatory, were now strongly recommended 9 . – Bonus: single sign characters are no longer included and the canonical form is now y/n 10 . these tags represent types that are useful across a wide range of applications and it is strongly recommended they be used whenever appropriate to promote interoperability. source: Yaml v1.1 specification, tag repository ( archive ) ↩︎ Yaml v1.1 boolean type specification , ( archive ) ↩︎ July 2009 – Yaml Revision 1.2.0 Its goal was to make yaml compliant with json , going as far as allowing json to be a subset of yaml 11 . Implicit typing rules have been removed, including the boolean English word format. – Bonus: explicit typing rules are still present. On paper, the Norway problem shouldn’t exist anymore, at least not since this yaml revision. So why are we still seeing it in 2026? The primary objective of this revision is to bring Yaml into compliance with json as an official subset. source: Yaml revision v1.2.0 ↩︎ Yaml spec version history until v1.2.0 Yaml spec version Date Type of no : Value of no first pass specification May 2001 unspecified unspecified v1.0 January 2004 boolean false v1.1 January 2005 boolean false v1.2.0 July 2009 string "no" Table 1: Summary of yaml spec changes. Note that “Type of no ” and “Value of no ” labels refer to the literal without quotes. Yaml in practice To understand why the Norway problem persists, we need to examine the scope of work involved in implementing yaml spec changes. Some clues are present in earlier text already, we see that yaml supports implicit typing, explicit typing, and various presenting formats. Also, the time between different yaml spec version releases is measured in years. What hides between the lines is that yaml and its specification are very, hugely, extremely complex. Seriously, it’s hard to overstate this. Since v1.0 yaml ’s goal was to build upon xml 12 and a number of other technologies, as listed in the final draft 13 : Yaml integrates and builds upon concepts described by C, Java, Perl, Python, Ruby, rfc0822 ( mail ), rfc1866 ( html ), rfc2045 ( mime ), rfc2396 ( uri ), xml , sax and soap Yaml supports attachments, custom tags, references – the list goes on. There was even yaxml , an xml binding for yaml 14 . There are 9 ways of writing multiline strings – and some claim the number is actually 63 15 . Characters like ? , ! , !! in some cases have special meanings, with the latter allowing arbitrary code execution. Given this complexity, the Norway problem wasn’t the only language quirk in yaml v1.1. Revision v1.2 simplified boolean behavior and more (e.g. handling of null and numerical values), while other language features remained unchanged. How did libraries react to changes in such a complex specification? In fact yaml was originally intended to be a markup language and its name stood for “Yet Another Markup Language”. Six months after the first pass specification, in January 2002, it was renamed to “ Yaml Ain’t Markup Language”. ↩︎ Yaml v1.0 specification, prior art ↩︎ a subset of xml which has yaml ’s information model, but xml ’s syntax (…) a xslt Stylesheet is provided, along with the canonical invoice example in xml using this schema source: Yaxml , the (draft) xml Binding for yaml – archived link ↩︎ There are 5 6 NINE (or 63, depending how you count) different ways to write multi-line strings in yaml . (…) 2 block styles, each with 2 possible block chomping indicators (or none), and with 9 possible indentation indicators (or none), 1 plain style and 2 quoted styles: 2 x (2 + 1) x (9 + 1) + 1 + 2 = 63 source: Stack Overflow answer ( archived ) ↩︎ Yaml libraries As of January 2026 popular yaml libraries still haven’t moved from v1.1 to v1.2, and they still exhibit the Norway problem. Smaller alternative projects have appeared, but their usage hasn’t surpassed the existing v1.1 libraries. Some users have built their own alternative parsers, mixing v1.1 and v1.2 features, or focusing on a subset of yaml suited to their needs. Below are some examples. Py Yaml As mentioned before, Py Yaml is Python’s most popular yaml library and one of the most popular Python libraries overall. Py Yaml never added v1.2 support. There is an open issue from 2017 in Py Yaml ’s Github project about introducing support for v1.2 16 . There are at least two more related open issues, plus several closed ones. An unofficial library 17 exists that can be used on top of Py Yaml to provide partial v1.2 support (its documentation notes that not all v1.2 features are implemented). Another Python library, ruamel.yaml 18 , supports v1.2 by default. Py Yaml Github Issue #116 ↩︎ yamlcore PyPI project page ↩︎ ruamel.yaml PyPI project page ↩︎ Lib Yaml Lib Yaml is the long-standing C library for yaml , it is used widely as a dependency by other tools and bindings. Like Py Yaml , it’s an “official” implementation – in the sense that its canonical repository is hosted on Github and owned by the official ‘yaml’ Github account. Lib Yaml also never added v1.2 support. An open issue from 2016 in Lib Yaml ’s github project requests adding v1.2 support 19 . As mentioned earlier, Lib Yaml sits deep in dependency trees; changing its behavior is especially risky and slow. A less popular library, libfyaml 20 , supports v1.2 by default. Lib Yaml Github Issue #20 ↩︎ libfyaml Github project page ↩︎ Golang’s gopkg.in/yaml.v3 Currently unmaintained 21 , historically the most popular and still holds more Github stars then other Golang yaml libraries. It’s especially interesting because it declares support for a mix of v1.1 and 1.2 22 . The Golang’s most popular actively maintained library 23 defaults to v1.2 behavior. “This project is unmaintained” , source: gopkg.in/yaml.v3 Github project page ↩︎ “The yaml package supports most of yaml 1.2, but preserves some behavior from 1.1 for backwards compatibility.” , source: gopkg.in/yaml.v3 Github project page ↩︎ goccy/go-yaml Github project page ↩︎ Kyaml Kyaml is a yaml dialect built for the Kubernetes project, launched in June 2025. Its goal is to provide a safer and less ambiguous tool; it is also designed specifically for Kubernetes, trading generality for predictability. The announcement blog post references the Norway problem directly 24 . Yaml ’s significant whitespace requires careful attention to indentation and nesting, while its optional string-quoting can lead to unexpected type coercion (for example: “The Norway Bug”). source: Kubernetes v1.34 Sneak Peek ↩︎ Is the Norway problem solved? Yaml ’s ecosystem is not just libraries, it’s also the community of users. Including: strong and conflicting opinions about yaml in general and the Norway problem in particular. In some part this outcome could be expected; after all yaml is very popular, deceptively complex, and is used in different kinds of scenarios, from small personal config files to critical infrastructure setups. Many texts don’t distinguish between yaml spec versions at all 25 . Even when spec version numbers are used, they’re frequently mistyped. It’s not difficult to find documentation claiming that implicit boolean typing is a trait of yaml specification version 1.2 26 (the correct version is v1.1); mistakes get spotted 27 and eventually updated, but that takes more time and effort than making the original typo. On the other hand we see users who declare the Norway problem as solved because it doesn’t exist in the latest spec version, or because they haven’t experienced it themselves, or for other reasons 28 . To be fair, that language feature was removed over a decade ago, and it’s unexpected that popular libraries still support the older spec version. Technically, the issue is solved in the spec – but in practice, most widely adopted implementations still support implicit boolean typing, as we’ve seen. Finally, there are end users who are so unhappy with yaml that they prefer almost anything else 29 . We end up with countless use cases (hobby, pro, critical infrastructure, …), roles (spec author, library maintainer, end user debugging a failed deployment at 11pm, …), and just as many points of views. The yaml specification defines many strings that are automatically interpreted as boolean values, which often conflicts with developer expectations. When you write country: NO , the yaml parser interprets NO as the boolean false , not the string "NO" source: What is the Norway Bug? ↩︎ The most tragic aspect of this bug , however, is that it is intended behavior according to the yaml 1.2 specification. source: The Norway Problem – why Strict Yaml refuses to do implicit typing and so should you ↩︎ In this case a Github issue has been created: It was intended according to the yaml 1.1 specification, but in yaml 1.2, the only recognized booleans are true , True , TRUE , false , False , FALSE . source: strictyaml Github issue #186 ↩︎ I don’t want to link to individual messages on social platforms to err on the side of users’ privacy; I’ll paraphrase some of them below, for illustration purposes. Norway problem has been solved for 16 years. Using 1.1 at this point is just forehead palming foolishness. The Norway issue is a bit blown out of proportion. I have been using YAML for 5+ years and have never had it. We stopped having this problem over ten years ago. Just quote your strings. Another solution is to change the country name. ↩︎ Same as earlier, I’ll paraphrase a few messages below, meant for illustration. Stop using YAML YAML - just say Norway. You should stop even tolerating YAML, refuse on sight. YAML made sense before JSON became a thing. YAML made me look at XML wistfully. Why people persist with YAML in new projects is baffling to me. People from Norway couldn't sign up. Took us a while to figure out. ↩︎ What next? In yaml final draft v1.0, the document specified that, along with yes and no , + and - should also be parsed as booleans. This was removed v1.1. There was an idea to keep that functionality when plus or minus signs were preceded with a dot ( .+ and .- ), but it didn’t catch on. Despite its well known and lesser known quirks, yaml remains popular and widely used. At this scale small quirks cascade into unexpected issues. And changes – or fixes – are introduced at a glacial pace. Then again, yaml ’s charm has its place, as evidenced by its popularity. While spec change adoption is very slow, it is still ongoing. New projects will likely adopt newer libraries, where the Norway problem no longer exists. If there is a single takeaway from this article, it’s this: yaml ecosystem is fragmented; on the whole it is moving towards a slightly stricter version. Implicit boolean typing is getting removed, it’s no longer in the official specification and most new libraries adhere to that. As of January 2026 however, the older libraries are stuck on the older version of the spec, they are still more popular and updating or phasing them out may take a while. Frequently Asked Questions Why not just use json in place of yaml ? A common reply is “no comments” – because json doesn’t support comments 30 ; many other yaml features aren’t supported either. This makes json a simpler and stricter alternative. Wheter that’s a better fit for your project, that depends on the project. As always, personal preference plays a role too. Note: json has its own flavors, like jsonc 31 . It was a conscious decision; there is an explanation from Douglas Crockford, as well as a suggestion about using json for configuration files: I removed comments from json because I saw people were using them to hold parsing directives, a practice which would have destroyed interoperability. I know that the lack of comments makes some people sad, but it shouldn’t. Suppose you are using json to keep configuration files, which you would like to annotate. Go ahead and insert all the comments you like. Then pipe it through JSMin before handing it to your json parser. source: Google Plus post by Douglas Crockford – archived link ↩︎ Json with Comments – project’s homepage ↩︎ Is yaml a superset of json ? After writing this article, I’m still not entirely sure. Even though the goal of yaml revision v1.2.0 was to make that happen and revisions 1.2.0 and 1.2.1 claimed it explicitly 32 : Yaml can therefore be viewed as a natural superset of json , offering improved human readability and a more complete information model. That text has been removed from the latest yaml revision 1.2.2. A popular article 33 claims to prove that yaml is not a superset of json , but that article uses a v1.1 parser – and as we know v1.1 never claimed json compatibility. So that won’t help us. The actual reason might be that yaml requires maps to have unique keys 34 , while json only recommends it 35 . So perhaps most json (i.e. json where objects have unique keys) is a subset of yaml . Some ambiguity remains. See e.g.: Yaml Version 1.2 Revision 1.2.1 ↩︎ Json treats the value 1e2 a number, of course, because it’s not in quote marks. Yaml fails to parse it as a number so silently falls back to treating it as a string. source: YAML IS NOT A SUPERSET OF JSON ↩︎ The content of a mapping node is an unordered set of key/value node pairs, with the restriction that each of the keys is unique source: Yaml Version 1.2 Revision 1.2.2 ↩︎ The names within an object SHOULD be unique. source: The application/json Media Type for JavaScript Object Notation ( json ) ↩︎ What went wrong? This question is out of scope for this article – here the goal is to prioritize facts over “what if?”. If i had to answer, I’d say that nothing went wrong. When a complex technology with a stable ecosystem introduces a breaking change, sometimes the process can take ages. The main surprise here is how complicated yaml really is. Also, as we’ve seen, with yaml and related tools being free software, anyone could contribute to improving the v1.2 adoption rate – or move to a tool that suits them better, or even create one. What about toml , sexagesimal numbers, schemas, human genes, Ruby, or Perl? These topics are only loosely related to the Norway problem, and this text is already quite long. If you enjoyed reading it, leave positive feedback somewhere and a Part 2 might happen. In the meantime, visit my homepage 36 and check out my other projects – maybe you’ll find something else you’ll enjoy. LAB174 homepage ↩︎ Epilogue Implicit boolean typing has been removed, but explicit boolean typing still remains. If a uniform yaml 1.2 future actually arrives, you can still bring a little bit of nostalgia to your code by writing: title : Nonoverse description : Beautiful puzzle game about nonograms. link : https://lab174.com/nonoverse platforms : iPhone : !!bool yes iPad : !!bool yes # Note the explicit typing here and above. AppleWatch : !!bool no countries : - DE - FR - NO - PL - RO When parsed with yq , a tool that supports yaml revision 1.2 by default: yq eval -o=json project.yaml It returns: { "title" : "Nonoverse" , "description" : "Beautiful puzzle game about nonograms." , "link" : " https://lab174.com/nonoverse " , "platforms" : { "iPhone" : true , "iPad" : true , "AppleWatch" : false }, "countries" : [ "DE" , "FR" , "NO" , "PL" , "RO" ] } < Back to LAB174.com | 2026-01-13T08:48:08 |
https://dev.to/challenges/xano-2025-11-20#main-content | Xano AI-Powered Backend Challenge - DEV Challenge - 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 Challenges > Xano AI-Powered Backend Challenge CHALLENGE RESULTS 🏆 Winners Announced! 🎊 Congrats to the Xano AI-Powered Backend Challenge Winners! Read Announcement Challenge ends soon! Submit your entry now DAYS : HOURS : MINUTES : SECONDS See prompts Xano AI-Powered Backend Challenge View Entries Please sign in to follow this challenge Build production-ready backends at AI speed. Challenge Status: Ended Ended Join our next Challenge Update: Winner Announcement Delayed to Jan 1 We're excited to announce our newest challenge with Xano ! Running through December 14 , the Xano AI-Powered Backend Challenge invites you to harness the power of AI to build production-ready backends that are scalable, secure, and maintainable. Whether you're exploring AI-assisted development, building public APIs, or creating full-stack applications, this challenge is the perfect opportunity to showcase how human expertise transforms AI-generated code into production-ready backends. Each prompt winner will receive: $1,500 USD Gift Card or Equivalent DEV++ Membership Exclusive DEV Badge All Participants with a valid submission will receive a completion badge on their DEV profile. We hope you give it a try! Key Dates Contest start: November 26, 2025 Submissions due: December 14, 2025 Winners announced: January 01, 2026 Badge Rewards Xano AI-Powered Backend Challenge Completion Xano AI-Powered Backend Challenge Winner Find Out More Ask questions and share your ideas on the Xano AI-Powered Backend Challenge Launch Post. View Launch Post Sponsored by Xano Xano is an all-in-one backend platform that provides everything you need to build and ship apps and agents — including a managed data layer (Postgres and authentication), a full execution layer for business logic and automation (runtime, workflows, and background jobs), a connectivity and operations layer (API and MCP gateways, integrations, and monitoring), and native support for agent reasoning and LLM integrations. Build and deploy production-grade software — visually, with code, or through AI — and launch in minutes. Connect to any frontend, deploy with one click, and scale to millions of users. Trusted by 100,000+ builders and engineers. Learn More → Challenge Prompts Full-Stack, AI-First Application Build a full-stack application where AI jumpstarts your backend development. Steps: Generate your backend using AI within VS Code, Cursor, Windsurf, or another compatible IDE with the XanoScript extension Refine and enhance the AI-generated backend in Xano to make it production-ready Connect a frontend of your choice (we recommend low-code tools like Lovable or WeWeb, but any frontend framework works!) The goal? Show us how you take AI-generated backend code and transform it into something scalable, secure, and maintainable through thoughtful human refinement. What your submission should include: An overview of your full-stack application and what problem it solves A link to your deployed application with screenshots or videos showing your solution in action (if login is required, provide test credentials) The original AI prompt(s) you used to generate your backend Description of how you transformed the AI-generated backend in Xano (include before/after code snippets to showcase your improvements if applicable) Your overall experience using Xano (what was most helpful, any challenges) A cover image (optional) Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. Submission Template Judging Criteria: Use of underlying technology Usability and User Experience Accessibility Creativity Production-Ready Public API Build a consumable public API that provides a useful data service for third-party applications. Think creative datasets and services like: Star Wars character information Local building permit laws Sports statistics Or anything else you can imagine! Your API should be well-documented, properly secured, and ready for real-world use. What your submission should include: An overview of your public API and what data service it provides Your API documentation and example endpoints (information about rate limits, authentication, and how third-party developers can use your API) Example API calls and responses with screenshots or videos if you've built a demo application that consumes your API The original AI prompt(s) you used to generate your backend Description of how you transformed the AI-generated backend in Xano (include before/after code snippets to showcase your improvements if applicable) Your overall experience using Xano (what was most helpful, any challenges) A cover image (optional) Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. Submission Template Judging Criteria: Use of underlying technology Usability and User Experience Accessibility Creativity Helpful Links & Resources Get Started with Xano Create a Xano account Use promo code M_Xano_PER_100_2511_1_DEVCHALLENGE-XANO1 to unlock 1 month free of Xano's Starter plan. Make sure the subscription type is set to monthly! Give your workspace a name and create your project! Familiarize yourself with the UI: the database tab, the API tab, and the AI tab! Navigate to your instance settings panel: scroll to the bottom to select METADATA API & MCP Server Create a new access token, and be sure to copy it! Inside VSCode or your favorite IDE, install the XanoScript extension , and paste your access token to get started! Key Resources Xano Documentation Ask the Xano Community Xano YouTube Channel XanoScript VS Code Extension - Compatible with VS Code, Cursor, Windsurf, and other .vsix-compatible IDEs Connect: Follow @nocodebackend on X LinkedIn YouTube Frequently Asked Questions Participation Can I submit to both prompts? Yes, you are welcome to submit to both prompts. Can I submit to a prompt more than once? Yes, you can submit multiple submissions per prompt but you'll need to publish a separate post for each submission. Can I work on a team? Yes, you can work on teams of up to four people for the challenge. If you collaborate with anyone, you'll need to list their DEV handles in your submission post so we can award a badge to your entire team! Please only publish one submission per team. DEV does not handle prize-splitting, so in the event that your submission wins a gift card, you will need to split that amongst yourselves. Thank you for understanding! How old do I have to be to participate? Participants need to be 18+ in order to participate. If I live in X, am I eligible to participate? For eligibility rules, see our official challenge rules . Submission Can my submission include open source code? Riffing on open source code and borrowing and improving on previous work/ideas is encouraged but it's important your changes are significant enough to ensure your submission is valid. When does riffing become plagiarism? It will depend, but transparency is important, license compatibility is important. You can use someone else's code to give you a jumpstart to demonstrate your ideas on top of someone else's base, but not just re-package the base. It should be clear to the judges what you added to the project in terms of the code and conceptual inspiration. This means, you should clearly state what you were building on and what elements are original to this new submission. When building on existing code, we expect a significant change that adds something tangible to the output, such as a new feature, a new endpoint, a new function, or a new presentation. Not just changes to styling or configuration. What happens if my submission is considered plagiarized or invalid? Anything deemed to be plagiarism will not be eligible for prizes. Incidental plagiarism may simply result in your disqualification from the challenge (regardless of the number of other valid submissions you have published). Egregious plagiarism will result in your suspension from DEV entirely. Any non-generic, non-trivial usage of prior work, including open source code must be credited in your submission. Do submissions have to be in English? Non-english submissions are eligible for a completion badge but not eligible for prizes due to the current limitations of our judges. We will not be judging on mastery of the English language, so please don't let this deter you from submitting if you are not a native English speaker! We hope to evolve this in the future to be more accommodating. Do I need a license for my code? You are not required to license your code but we strongly recommend that you do. Here are some you may consider: MIT , Apache , BSD-2 , BSD-3 , or Commons Clause . Can I use AI? Use of AI is allowed as long as all other rules are followed. In fact, this challenge is specifically about using AI as part of your development process! We want to give you a chance to show off your skills in realistic scenarios. If you use AI tools to help you achieve your submission, all the power to you. Judging and Prizing Can there be ties? In the event of a tie in scoring between judges, the judges will select the entry that received the highest number of positive reactions on their DEV post to determine the winner. How will I know if I won? Winners will be announced in a DEV post on the winner announcement date noted in our key dates section. When will I receive my DEV badge? Both participation and winner badges will be awarded, in most cases, the same day as the winner announcement. When will I receive my prizes? The DEV Team will contact you via the email associated with your DEV profile within, at most, 10 business days of the announcement date to share the details of claiming your prizes. What steps do I need to take to receive my gift card or equivalent prize? The winner (including each member of a team) may be required to sign and return an affidavit of eligibility and publicity/liability release, and provide any additional tax filing information (such as a W-9, social security number or Federal tax ID number) within seven (7) business days following the date of your first email notification. Xano AI-Powered Backend Challenge Rules NO PURCHASE NECESSARY. Open only to 18+. Contest entry period ends December 14, 2025 at 11:59 PM PST. Contest is void where prohibited or restricted by law or regulation. All entries must be submitted during the contest period. For Official Rules, see Xano AI-Powered Backend Challenge Contest Rules and General Contest Official Rules . Dismiss 💎 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 . 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https://dev.to/adventures_in_dotnet/mastering-signalr-net-176 | Mastering SignalR - .NET 176 - 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 .NET Follow Mastering SignalR - .NET 176 Feb 6 '24 play Have you ever used SignalR in your development? .NET might have used it for the code you wrote, but you didn't realize it. Kevin Griffin has used SignalR for multiple projects over the years and joins us to discuss how you can use it in your development. SignalR uses a pub/sub model and is great for applications that need immediate feedback. Kevin used it for a city's emergency system to provide alerts to first responders within seconds of an emergency being recorded. Like most technologies, SignalR can be problematic if used incorrectly. We get to hear a couple of stories where Kevin had to work to fix troublesome SignalR implementations. Have you developed applications that could benefit from using SignalR? Let us know on Twitter at @dotnet_Podcast . Sponsors Chuck's Resume Template Raygun - Application Monitoring For Web & Mobile Apps Become a Top 1% Dev with a Top End Devs Membership Links SignalR Mastery Real Time Revolution: SignalR In Action (LIVE from Tulsa .NET Users Group) - YouTube The Real Time Web in the Real World - SignalR with Kevin Griffin - YouTube Episode 223 - SignalR Mastery with Kevin Griffin - The 6 Figure Developer Picks Caleb- Peacemaker | HBO Max Originals Kevin- Marvel Studios' Doctor Strange in the Multiverse of Madness | Official Teaser Shawn- Demeo — Resolution Games Wai- Xiaomi Electric Portable Air Pump 1S Support this podcast at — https://redcircle.com/adventures-in-net/donations 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 | 2026-01-13T08:48:08 |
https://devblogs.microsoft.com/azure-sql/ | Azure SQL Devs’ Corner 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 Azure SQL Devs’ Corner Azure SQL Devs’ Corner Voices from the Azure SQL PM Team, focusing on development and developers Latest posts Jan 6, 2026 Post comments count 0 Post likes count 1 Semantic Reranking with Azure SQL, SQL Server 2025 and Cohere Rerank models Davide Mauri Supporting re‑ranking has been one of the most common requests lately. While not always essential, it can be a valuable addition to a solution when you want to improve the precision of your results. Unfortunately, there isn’t a universal, standardized API for a “re‑rank” call across providers, so the most reliable approach today is to issue a manual REST request and build the payload according to the documentation of the re‑ranker you choose. How a Re-ranking Model Improves Retrieval Vector search is excellent for quickly finding likely matches, but it can still surface items that aren’t the best answer. A re‑r... Dec 1, 2025 Post comments count 0 Post likes count 3 Data API builder’s “request-body-strict” Simplifies Client Code Jerry Nixon Data API builder (DAB) provides REST and GraphQL endpoints over SQL Server, Azure Cosmos DB, PostgreSQL, MySQL, and SQL Data Warehouse. The configuration value controls how REST endpoints treat unknown JSON properties in the payload: Read the documentation. Let's try it out The database table Imagine a simple table called Category with only two columns: The configuration file Create your Data API builder configuration file with the following command line commands: The JSON payload When you call the REST endpoint for Category at , the resulting JSON looks like this: The C... Nov 24, 2025 Post comments count 0 Post likes count 2 MSSQL Extension for VS Code: Introducing Edit Data (Public Preview) Yo-Lei Chen Overview Working with table data is an essential part of database development — whether you’re validating behavior, debugging issues, or quickly seeding data. But switching between tools or writing repetitive T-SQL statements can slow down your workflow. We are excited to announce the Public Preview of Edit Data in the MSSQL extension for Visual Studio Code — a modern, interactive way to browse and modify table data directly within the editor. Edit Data (Preview) brings a familiar, spreadsheet-like experience, combining inline editing, validation, pagination, and real-time script generation into a fast and intu... Nov 18, 2025 Post comments count 0 Post likes count 3 New T-SQL AI Features are now in Public Preview for Azure SQL and SQL database in Microsoft Fabric Brian Spendolini At the start of this year, we released a new set of T-SQL AI features for embedding your relational data for AI applications. Today, we have brought those features to Azure SQL and SQL database in Microsoft Fabric. This post will help you get started using the new AI functions of Azure SQL. Prerequisites Set up your environment The following section guides you through setting up the environment and installing the necessary software and utilities. Set up the database The following section guides you through using the embeddings model to create vector arrays on relation data and use ... Nov 18, 2025 Post comments count 0 Post likes count 0 MSSQL Extension for VS Code: GitHub Copilot Chat GA and New Public Previews for Edit Data, Data-tier Application, and more Yo-Lei, Carlos, Tauseef The MSSQL Extension for VS Code continues to evolve, delivering features that make SQL development more integrated, more consistent, and more developer-friendly. In version v1.37.0, we’re announcing the Public Preview of Edit Data, Data-tier Application (DACPAC/BACPAC) export & import, and the SQL Database Projects Publish Dialog, along with the General Availability of GitHub Copilot — four capabilities that bring modern data editing, migration workflows, schema publishing, and AI-powered assistance directly into your development workflow inside Visual Studio Code. What’s new in MSSQL extension for VS Code... Nov 18, 2025 Post comments count 0 Post likes count 3 Public preview of vector indexing in Azure SQL DB, Azure SQL MI, and SQL database in Microsoft Fabric Davide, Pooja We are happy to share that DiskANN vector indexing is now in public preview across Azure SQL Database, Azure SQL Managed Instance, and SQL database in Microsoft Fabric. DiskANN is a cutting-edge algorithm for efficient vector similarity search, making it ideal for powering recommendation systems, image and multimedia search, and advanced retrieval-augmented generation (RAG) solutions. Built for large-scale vector search, DiskANN integrates seamlessly with the Microsoft SQL query engine, enabling you to combine semantic search with the full power of T‑SQL, joins, filters, analytics, without moving data or addin... Nov 18, 2025 Post comments count 0 Post likes count 2 SQL Server 2025 Embraces Vectors: setting the foundation for empowering your data with AI Davide, Pooja SQL Server 2025 marks a major milestone in database innovation by introducing native support for VECTOR data types and vector functions. These are now fully available in the freshly released SQL Server 2025 RTM. This means you can store and process high-dimensional embeddings directly within your database. It eliminates the need to move data across separate systems. With this integration, your data remains secure, synchronized, and governed by SQL Server’s enterprise-grade compliance and security features. The RTM release includes the VECTOR data type and built-in functions like VECTOR_DISTANCE. This suppor... Nov 18, 2025 Post comments count 0 Post likes count 2 General Availability Announcement: Regex Support in SQL Server 2025 & Azure SQL Abhiman Tiwari We’re excited to announce the General Availability (GA) of native Regex support in SQL Server 2025 and Azure SQL — a long-awaited capability that brings powerful pattern matching directly into T-SQL. This release marks a significant milestone in modernizing string operations and enabling advanced text processing scenarios natively within the database engine. What is Regex? The other day, while building LEGO with my 3-year-old — an activity that’s equal parts joy and chaos — I spent minutes digging for one tiny piece and thought, “If only Regex worked on LEGO.” That moment of playful frustration tur... Oct 22, 2025 Post comments count 0 Post likes count 2 Build an AI Agentic RAG search application with React, SQL Azure and Azure Static Web Apps Raffaele Garofalo Introduction Leveraging OpenAI for semantic searches on structured databases like Azure SQL enhances search accuracy and context-awareness, providing more relevant and insightful results. This example showcases the use of Azure SQL for storing and searching data with AI. By implementing the RAG pattern with Azure SQL, the sample efficiently searches for the most relevant code and comprehensive end-to-end examples based on user queries. The AI then generates results that include the most pertinent documents along with explanations of their relevance. The final result is a web application, mobile friendl... Load more posts Try Azure SQL DB for free! Try Azure SQL Database free of charge and get 100,000 vCore seconds of compute every month. 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Claim your free Azure SQL DB Popular topics Azure SQL AI Vectors T-SQL OpenAI Azure OpenAI .NET Python REST DevOps Relevant Links – Azure Database Support Blog Top Bloggers Davide Mauri Principal Product Manager Jerry Nixon Senior Program Manager Brian Spendolini Senior Product Manager, Azure SQL Database Carlos Robles Principal Product Manager Abhiman Tiwari Senior Product Manager Archive January 2026 December 2025 November 2025 October 2025 September 2025 August 2025 July 2025 June 2025 May 2025 April 2025 March 2025 February 2025 January 2025 December 2024 November 2024 October 2024 September 2024 August 2024 June 2024 May 2024 April 2024 March 2024 February 2024 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023 December 2022 November 2022 October 2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022 October 2021 May 2021 March 2021 February 2021 January 2021 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020 June 2020 May 2020 April 2020 Follow this blog Stay informed Get notified when new posts are published. 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Subscribe Sign in Theme Code Block × Paste your code snippet Ok Cancel What's new Surface Pro Surface Laptop Surface Laptop Studio 2 Copilot for organizations Copilot for personal use AI in Windows Explore Microsoft products Windows 11 apps Microsoft Store Account profile Download Center Microsoft Store support Returns Order tracking Certified Refurbished Microsoft Store Promise Flexible Payments Education Microsoft in education Devices for education Microsoft Teams for Education Microsoft 365 Education How to buy for your school Educator training and development Deals for students and parents AI for education Business Microsoft Cloud Microsoft Security Dynamics 365 Microsoft 365 Microsoft Power Platform Microsoft Teams Microsoft 365 Copilot Small Business Developer & IT Azure Microsoft Developer Microsoft Learn Support for AI marketplace apps Microsoft Tech Community Microsoft Marketplace Marketplace Rewards Visual Studio Company Careers About Microsoft Company news Privacy at Microsoft Investors Diversity and inclusion Accessibility Sustainability Your Privacy Choices Opt-Out Icon Your Privacy Choices Your Privacy Choices Opt-Out Icon Your Privacy Choices Consumer Health Privacy Sitemap Contact Microsoft Privacy Manage cookies Terms of use Trademarks Safety & eco Recycling About our ads © Microsoft 2025 | 2026-01-13T08:48:08 |
https://devblogs.microsoft.com/azuregov/ | Azure Government 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 Azure Government Azure Government Updates for building solutions across Microsoft's Clouds for Government Latest posts Dec 4, 2025 Post comments count 2 Post likes count 3 Unlocking New Possibilities: Microsoft Azure Hyperscale AI Computing with H200 GPUs Accelerates Secure AI Innovation in Azure for U.S. Government Secret and Top Secret Douglas Phillips As artificial intelligence continues to reshape industries and redefine the boundaries of innovation, Microsoft is proud to announce a leap forward in secure, high-performance computing in our Secret and Top Secret clouds: the integration of NVIDIA H200 Tensor Core GPUs into Azure’s AI infrastructure. This advancement helps unlock unprecedented generative AI capabilities, large language models (LLMs), and high-performance computing (HPC) workloads, while meeting the stringent security and compliance demands of government and regulated industries. Built for the Future of AI The NVIDIA H200 GPU is engineered... Oct 16, 2025 Post comments count 0 Post likes count 1 NASA’s Harmonized Landsat and Sentinel-2 (HLS) Data Now Available on Microsoft’s Planetary Computer Douglas Phillips NASA’s vast archive of Earth observation data has long been a cornerstone for scientific discovery, environmental monitoring, and global sustainability efforts. Now, Microsoft has made it even easier for researchers, developers, and decision-makers to access and utilize this critical resource. Through a collaboration with NASA, the Harmonized Landsat and Sentinel-2 (HLS) dataset is now available on Microsoft Azure by using Microsoft’s Planetary Computer platform. Whether you’re a researcher looking to push the boundaries of climate science, an entrepreneur exploring new commercial applications, or a scientist ... Apr 16, 2025 Post comments count 0 Post likes count 1 Azure OpenAI Service now authorized for all U.S. Government data classification levels Douglas Phillips In the coming years, artificial intelligence will continue to be foundational to technical innovations for national security missions. Already, U.S. defense and intelligence organizations are using AI to enhance productivity, support decision making, and improve mission outcomes. Microsoft Azure is a backbone for this type of AI-driven work, supporting U.S. government missions with high resiliency, sophisticated capabilities, flexibility, and advanced security, designed to meet the stringent compliance requirements of the nation’s most sensitive data. Today, we are excited to share that Azure OpenAI Service ha... Mar 18, 2025 Post comments count 0 Post likes count 0 Embracing Zero Trust: Never Trust, Always Verify Ehud Itshaki, Principal Product Manager, Microsoft Security Microsoft's 2024 Digital Defense Report found that between July 2023 and July 2024, Microsoft customers faced an astounding 600 million attacks daily from both cybercriminals and nation-state actors. In this high-risk and rapidly evolving environment, individuals and organizations must not only strengthen digital defenses at every level but also foster a deep and enduring commitment to cybersecurity. Zero Trust offers a powerful and proactive architecture that redefines how organizations safeguard their data and systems. In 2021, the U.S. federal gov... Feb 21, 2025 Post comments count 0 Post likes count 0 Successfully leveraging stakeholder feedback with Comment Analytics Sreedhar Mallangi Agencies in the U.S. federal government publish an average of 3,700 proposed rules yearly, according to the U.S. Government Accountability Office. With each proposed rule, agencies generally provide an opportunity for stakeholders and members of the public to submit comments before the rules are finalized. In some instances, thousands of comments are submitted, with no consistent government-wide process for intaking, analyzing and reporting the findings. A similar dynamic exists in the private sector, where organizations regularly solicit and analyze feedback and comments from customers to improve products ... Jan 16, 2025 Post comments count 0 Post likes count 0 Unlocking new possibilities: Microsoft AI, database, and identity products receive authorization for Top Secret workloads Douglas Phillips Microsoft’s leading AI capabilities are being used across industries to enhance data analysis, bolster security, and support key business priorities. Our U.S. Government customers and authorized partners consistently share that they are ready and eager to apply these same tools to serve their critical missions, and Microsoft is committed to delivering the breadth of our capabilities to them securely, responsibly and compliantly. These capabilities open new possibilities for government agencies to improve public services, streamline internal workflows, and support critical missions like disaster response and publi... Aug 12, 2024 Post comments count 2 Post likes count 0 Azure OpenAI, including GPT-4o, Approved as a Service within the FedRAMP High Authorization for Azure Government Douglas Phillips Editor’s note (September 3, 2024): this post has been updated to note that Azure OpenAI has been approved as a service within the DOD IL4 and IL5 Provisional Authorization for Azure Government by Defense Information Systems Agency (DISA). As part of our ongoing effort to deliver the latest AI innovations to our government customers, our team is proud to announce several significant updates: Agencies requiring FedRAMP High Authorization are now able to access these leading AI capabilities within their Azure Government tenant, enabling secure and responsible access to the latest AI technologie... May 20, 2024 Post comments count 0 Post likes count 0 Anticipating the future of physical systems design Mujtaba Hamid Rising complexity, IP intensity and need for security of physical systems products requires a transformation in how to develop, manufacture and operate these systems. To meet time-to-market demands, software developers and hardware producers alike need optimized cloud + AI solutions that can provide higher levels of collaboration, higher protection and access to scalable computing resources, and the latest AI technologies. Additionally, government and industry require increasing validation of security and access controls to many physical systems that are key to commercial and national security. In March, Micro... May 6, 2024 Post comments count 0 Post likes count 2 Microsoft AI Powering DARPA’s AI Cyber Challenge William Chappell One of the most promising applications of advanced AI is its ability to help combat cyberattacks from enhanced threat intelligence to AI-powered remediation. The Defense Advanced Research Projects Agency (DARPA) has launched the AI Cyber Challenge (AIxCC) that will bring together the foremost experts in AI and cybersecurity to develop innovative solutions to safeguard critical infrastructure from cyber threats. Microsoft is proud to support this challenge by providing the participating teams with access to the latest AI models in Microsoft Azure. Innovation with AI and cybersecurity is even more important for ... Load more posts Popular topics Azure Government Azure Cloud Strategy Compliance Security Government Government Cloud Cybersecurity Meetup DoD Relevant Links Microsoft Azure Blog Microsoft Azure Blog – Government Microsoft Azure for US Government Archive December 2025 October 2025 April 2025 March 2025 February 2025 January 2025 August 2024 May 2024 April 2024 March 2024 February 2024 January 2024 December 2023 November 2023 October 2023 September 2023 August 2023 May 2023 July 2022 June 2022 May 2022 April 2022 March 2022 January 2022 December 2021 October 2021 September 2021 August 2021 July 2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021 November 2020 October 2020 September 2020 August 2020 July 2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019 December 2018 November 2018 October 2018 September 2018 August 2018 July 2018 June 2018 May 2018 April 2018 March 2018 February 2018 January 2018 December 2017 November 2017 October 2017 September 2017 August 2017 July 2017 June 2017 May 2017 April 2017 March 2017 February 2017 January 2017 December 2016 November 2016 October 2016 September 2016 August 2016 July 2016 June 2016 May 2016 April 2016 January 2016 October 2015 September 2015 August 2015 July 2015 June 2015 May 2015 April 2015 March 2015 Follow this blog Stay informed Get notified when new posts are published. 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Subscribe Sign in Theme Code Block × Paste your code snippet Ok Cancel What's new Surface Pro Surface Laptop Surface Laptop Studio 2 Copilot for organizations Copilot for personal use AI in Windows Explore Microsoft products Windows 11 apps Microsoft Store Account profile Download Center Microsoft Store support Returns Order tracking Certified Refurbished Microsoft Store Promise Flexible Payments Education Microsoft in education Devices for education Microsoft Teams for Education Microsoft 365 Education How to buy for your school Educator training and development Deals for students and parents AI for education Business Microsoft Cloud Microsoft Security Dynamics 365 Microsoft 365 Microsoft Power Platform Microsoft Teams Microsoft 365 Copilot Small Business Developer & IT Azure Microsoft Developer Microsoft Learn Support for AI marketplace apps Microsoft Tech Community Microsoft Marketplace Marketplace Rewards Visual Studio Company Careers About Microsoft Company news Privacy at Microsoft Investors Diversity and inclusion Accessibility Sustainability Your Privacy Choices Opt-Out Icon Your Privacy Choices Your Privacy Choices Opt-Out Icon Your Privacy Choices Consumer Health Privacy Sitemap Contact Microsoft Privacy Manage cookies Terms of use Trademarks Safety & eco Recycling About our ads © Microsoft 2025 | 2026-01-13T08:48:08 |
https://devblogs.microsoft.com/typescript/ | TypeScript 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 TypeScript TypeScript The official blog of the TypeScript team. Latest posts Dec 2, 2025 Post comments count 19 Post likes count 20 Progress on TypeScript 7 – December 2025 Daniel Rosenwasser Earlier this year, the TypeScript team announced that we've been porting the compiler and language service to native code to take advantage of better raw performance, memory usage, and parallelism. This effort (codenamed "Project Corsa", and soon "TypeScript 7.0") has been a significant undertaking, but we've made big strides in the past few months. We're excited to give some updates on where we are, and show you how "real" the new TypeScript toolset is today. We also have news about our upcoming roadmap, and how we're prioritizing work on TypeScript 7.0 to drive our port to completion. Editor Support and L... Aug 1, 2025 Post comments count 2 Post likes count 10 Announcing TypeScript 5.9 Daniel Rosenwasser Today we are excited to announce the release of TypeScript 5.9! If you're not familiar with TypeScript, it's a language that builds on JavaScript by adding syntax for types. With types, TypeScript makes it possible to check your code to avoid bugs ahead of time. The TypeScript type-checker does all this, and is also the foundation of great tooling in your editor and elsewhere, making coding even easier. If you've written JavaScript in editors like Visual Studio and VS Code, TypeScript even powers features you might already be using like completions, go-to-definition, and more. You can learn more about Type... Jul 25, 2025 Post comments count 1 Post likes count 5 Announcing TypeScript 5.9 RC Daniel Rosenwasser Today we are excited to announce the Release Candidate (RC) of TypeScript 5.9! To get started using the Release Candidate, you can get it through npm with the following command: Let's take a look at what's new in TypeScript 5.9! What's New Since the Beta? A few reported fixes have been made since the 5.9 beta, including the restoration of to the DOM library. Additionally, we have added a section about Notable Behavioral Changes. Minimal and Updated For a while, the TypeScript compiler has supported an flag that can create a within the current directory. In the l... Jul 8, 2025 Post comments count 1 Post likes count 8 Announcing TypeScript 5.9 Beta Daniel Rosenwasser Today we are excited to announce the availability of TypeScript 5.9 Beta. To get started using the beta, you can get it through npm with the following command: Let's take a look at what's new in TypeScript 5.9! Minimal and Updated For a while, the TypeScript compiler has supported an flag that can create a within the current directory. In the last few years, running created a very "full" , filled with commented-out settings and their descriptions. We designed this with the intent of making options discoverable and easy to toggle. However, given external feedback (a... May 22, 2025 Post comments count 6 Post likes count 23 Announcing TypeScript Native Previews Daniel Rosenwasser This past March we unveiled our efforts to port the TypeScript compiler and toolset to native code. This port has achieved a 10x speed-up on most projects - not just by using a natively-compiled language (Go), but also through using shared memory parallelism and concurrency where we can benefit. Since then, we have made several strides towards running on large complex real-world projects. Today, we are excited to announce broad availability of TypeScript Native Previews. As of today, you will be able to use npm to get a preview of the native TypeScript compiler. Additionally, you'll be able to use a previe... Mar 11, 2025 Post comments count 84 Post likes count 191 A 10x Faster TypeScript Anders Hejlsberg Today I'm excited to announce the next steps we're taking to radically improve TypeScript performance. The core value proposition of TypeScript is an excellent developer experience. As your codebase grows, so does the value of TypeScript itself, but in many cases TypeScript has not been able to scale up to the very largest codebases. Developers working in large projects can experience long load and check times, and have to choose between reasonable editor startup time or getting a complete view of their source code. We know developers love when they can rename variables with confidence, find all referen... Feb 28, 2025 Post comments count 1 Post likes count 14 Announcing TypeScript 5.8 Daniel Rosenwasser Today we're excited to announce the release of TypeScript 5.8! If you're not familiar with TypeScript, it's a language that builds on top of JavaScript by adding syntax for types. Writing types in our code allows us to explain intent and have other tools check our code to catch mistakes like typos, issues with and , and more. Types also power TypeScript's editor tooling like the auto-completion, code navigation, and refactorings that you might see in editors like Visual Studio and VS Code. In fact, TypeScript and its ecosystem powers the JavaScript experience in both of those editors as well! To get sta... Feb 13, 2025 Post comments count 0 Post likes count 4 Announcing TypeScript 5.8 RC Daniel Rosenwasser Today we are excited to announce the Release Candidate (RC) of TypeScript 5.8! To get started using the Release Candidate, you can get it through npm with the following command: Let's take a look at what's new in TypeScript 5.8! What's New Since the Beta? Since our beta release, we have had to pull back some work on how functions with conditional return types are checked. Based on some of the limitations and changes we wanted to make, we decided to iterate on the feature with the goal of shipping it in TypeScript 5.9. However, as part of this work, we added more granular checks for branches within return ... Jan 29, 2025 Post comments count 1 Post likes count 12 Announcing TypeScript 5.8 Beta Daniel Rosenwasser Today we are excited to announce the availability of TypeScript 5.8 Beta. To get started using the beta, you can get it through npm with the following command: Let's take a look at what's new in TypeScript 5.8! Checked Returns for Conditional and Indexed Access Types Consider an API that presents a set of options to a user: The intent with is that it shows a UI element that can allow selecting either a single option or multiple options. When it does this is determined by the parameter. When is , the return type of should be , and when it is , the return type should be . The problem is that the typ... Load more posts Popular topics TypeScript Top Bloggers Daniel Rosenwasser Principal Product Manager Anders Hejlsberg Relevant Links The TypeScript Website TypeScript on GitHub TypeScript on Twitter TypeScript on Bluesky TypeScript on Mastodon Archive December 2025 August 2025 July 2025 May 2025 March 2025 February 2025 January 2025 November 2024 October 2024 September 2024 August 2024 July 2024 June 2024 April 2024 March 2024 February 2024 January 2024 November 2023 October 2023 August 2023 June 2023 May 2023 April 2023 March 2023 January 2023 November 2022 October 2022 September 2022 August 2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022 November 2021 October 2021 August 2021 July 2021 May 2021 April 2021 March 2021 February 2021 January 2021 November 2020 September 2020 August 2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020 November 2019 October 2019 August 2019 July 2019 June 2019 May 2019 March 2019 January 2019 December 2018 November 2018 October 2018 August 2018 July 2018 May 2018 March 2018 January 2018 October 2017 August 2017 June 2017 May 2017 April 2017 March 2017 February 2017 December 2016 November 2016 September 2016 August 2016 July 2016 June 2016 May 2016 March 2016 February 2016 January 2016 November 2015 September 2015 July 2015 June 2015 April 2015 March 2015 February 2015 January 2015 November 2014 October 2014 July 2014 May 2014 April 2014 February 2014 December 2013 October 2013 September 2013 August 2013 June 2013 April 2013 March 2013 February 2013 January 2013 December 2012 November 2012 Follow this blog Stay informed Get notified when new posts are published. 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United States Afghanistan Åland Islands Albania Algeria American Samoa Andorra Angola Anguilla Antarctica Antigua and Barbuda Argentina Armenia Aruba Australia Austria Azerbaijan Bahamas Bahrain Bangladesh Barbados Belarus Belgium Belize Benin Bermuda Bhutan Bolivia Bonaire Bosnia and Herzegovina Botswana Bouvet Island Brazil British Indian Ocean Territory British Virgin Islands Brunei Bulgaria Burkina Faso Burundi Cabo Verde Cambodia Cameroon Canada Cayman Islands Central African Republic Chad Chile China Christmas Island Cocos (Keeling) Islands Colombia Comoros Congo Congo (DRC) Cook Islands Costa Rica Côte dIvoire Croatia Curaçao Cyprus Czechia Denmark Djibouti Dominica Dominican Republic Ecuador Egypt El Salvador Equatorial Guinea Eritrea Estonia Eswatini Ethiopia Falkland Islands Faroe Islands Fiji Finland France French Guiana French Polynesia French Southern Territories Gabon Gambia Georgia Germany Ghana Gibraltar Greece Greenland Grenada Guadeloupe Guam Guatemala Guernsey Guinea Guinea-Bissau Guyana Haiti Heard Island and McDonald Islands Honduras Hong Kong SAR Hungary Iceland India Indonesia Iraq Ireland Isle of Man Israel Italy Jamaica Jan Mayen Japan Jersey Jordan Kazakhstan Kenya Kiribati Korea Kosovo Kuwait Kyrgyzstan Laos Latvia Lebanon Lesotho Liberia Libya Liechtenstein Lithuania Luxembourg Macau SAR Madagascar Malawi Malaysia Maldives Mali Malta Marshall Islands Martinique Mauritania Mauritius Mayotte Mexico Micronesia Moldova Monaco Mongolia Montenegro Montserrat Morocco Mozambique Myanmar Namibia Nauru Nepal Netherlands New Caledonia New Zealand Nicaragua Niger Nigeria Niue Norfolk Island North Macedonia Northern Mariana Islands Norway Oman Pakistan Palau Palestinian Authority Panama Papua New Guinea Paraguay Peru Philippines Pitcairn Islands Poland Portugal Puerto Rico Qatar Réunion Romania Rwanda Saba Saint Barthélemy Saint Kitts and Nevis Saint Lucia Saint Martin Saint Pierre and Miquelon Saint Vincent and the Grenadines Samoa San Marino São Tomé and Príncipe Saudi Arabia Senegal Serbia Seychelles Sierra Leone Singapore Sint Eustatius Sint Maarten Slovakia Slovenia Solomon Islands Somalia South Africa South Georgia and South Sandwich Islands South Sudan Spain Sri Lanka St Helena Ascension Tristan da Cunha Suriname Svalbard Sweden Switzerland Taiwan Tajikistan Tanzania Thailand Timor-Leste Togo Tokelau Tonga Trinidad and Tobago Tunisia Turkey Turkmenistan Turks and Caicos Islands Tuvalu U.S. Outlying Islands U.S. Virgin Islands Uganda Ukraine United Arab Emirates United Kingdom Uruguay Uzbekistan Vanuatu Vatican City Venezuela Vietnam Wallis and Futuna Yemen Zambia Zimbabwe I would like to receive the TypeScript Newsletter. 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Subscribe Sign in Theme Code Block × Paste your code snippet Ok Cancel What's new Surface Pro Surface Laptop Surface Laptop Studio 2 Copilot for organizations Copilot for personal use AI in Windows Explore Microsoft products Windows 11 apps Microsoft Store Account profile Download Center Microsoft Store support Returns Order tracking Certified Refurbished Microsoft Store Promise Flexible Payments Education Microsoft in education Devices for education Microsoft Teams for Education Microsoft 365 Education How to buy for your school Educator training and development Deals for students and parents AI for education Business Microsoft Cloud Microsoft Security Dynamics 365 Microsoft 365 Microsoft Power Platform Microsoft Teams Microsoft 365 Copilot Small Business Developer & IT Azure Microsoft Developer Microsoft Learn Support for AI marketplace apps Microsoft Tech Community Microsoft Marketplace Marketplace Rewards Visual Studio Company Careers About Microsoft Company news Privacy at Microsoft Investors Diversity and inclusion Accessibility Sustainability Your Privacy Choices Opt-Out Icon Your Privacy Choices Your Privacy Choices Opt-Out Icon Your Privacy Choices Consumer Health Privacy Sitemap Contact Microsoft Privacy Manage cookies Terms of use Trademarks Safety & eco Recycling About our ads © Microsoft 2025 | 2026-01-13T08:48:08 |
https://devblogs.microsoft.com/directx/ | DirectX Developer 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 DirectX Developer Blog DirectX Developer Blog The latest news on Microsoft's Graphics and Display technology Latest posts Dec 17, 2025 Post comments count 4 Post likes count 10 Celebrating 10 Years of DirectX 12 Stefan Bojanic DirectX12 shipped in 2015 with a simple goal: give developers more control so games run faster, look better, and scale across Windows PC and console. Over the last decade, DirectX 12 delivered on that promise. We added features and made it easier for developers to focus on gameplay & graphics by providing more flexibility and achievable performance wins. We built technologies that dramatically reduce load times and deliver consistently high frames for a polished gaming experience in the most demanding of titles. Our platform’s continuous evolution brought advanced visuals previously unimaginable into the main... Dec 2, 2025 Post comments count 0 Post likes count 0 DirectX Graphics Samples Updated to Agility SDK + Enhanced Barriers examples Alexandre Cardoso We’re excited to share all DirectX Graphics Samples have been updated to use the latest DirectX 12 Agility SDK. What’s New: Why Enhanced Barriers Matter: Enhanced Barriers introduce a more expressive and predictable barrier model, reducing synchronization overhead and simplifying resource layout management and aliasing. Get Started: Visit https://github.com/microsoft/DirectX-Graphics-Samples to explore the updated samples. Sep 25, 2025 Post comments count 2 Post likes count 1 Agility SDK 1.618: Advanced Shader Delivery and 1.716 out of preview Tanner, Wendy, Randy We are pleased to announce the retail release of AgilitySDK 1.618, available on Agility SDK Downloads today! This release promotes our 1.716 features out of preview and also introduces support for the recently announced advanced shader delivery feature. Advanced Shader Delivery Advanced shader delivery is a new feature that distributes precompiled shaders when downloading a game, eliminating in-game shader compilation stutter and long load times. This solves one of the biggest pain points in PC gaming today, making it easier than ever to deliver a console-quality experience on Windows. Advanced shader delive... Sep 24, 2025 Post comments count 0 Post likes count 1 The Silicon, Graphics, Media and AI (SiGMA) team is hiring! ryankim Do you want to be a part of the Silicon, Graphics, Media and AI (SiGMA) platform team? We are hiring for multiple positions – if you’re interested in knowing more about opportunities in SiGMA, please see the below for more details! Sep 11, 2025 Post comments count 1 Post likes count 3 Shader Model 6.9 and The Future of Cooperative Vector Serena Tang Direct3D Cooperative Vector is Evolving DirectX continues to evolve to support the growing demands of AI and machine learning workloads. As part of this effort, we plan to introduce an expanded suite of linear algebra capabilities in a future Shader Model release, unlocking even more robust GPU acceleration for bedrock AI/ML computations within the graphics pipeline. This work extends our experimental Cooperative Vector implementation by introducing accelerated matrix-matrix operations, crucial for scaling AI/ML workloads beyond what lightweight vector-matrix alone can handle. This will unlock new performanc... Aug 20, 2025 Post comments count 7 Post likes count 9 Introducing Advanced Shader Delivery Wendy, Jesse, Cassie This year at gamescom, Microsoft is highlighting new gaming features coming for Windows, particularly for handheld devices. We want to highlight one of the DirectX team’s most exciting new contributions to the PC gaming ecosystem, which will make its debut on the new ROG Xbox Ally and ROG Xbox Ally X. Advanced shader delivery addresses one of the most frustrating challenges for PC gamers today – long load times and disruptive stuttering during a game’s first launch. These delays are caused by the need to compile graphics shaders and cache them for future use. For a deep-dive on this topic, we recommend reading... Jul 1, 2025 Post comments count 0 Post likes count 6 DirectStorage 1.3 is now available Clarke Rahrig Today we’re releasing DirectStorage 1.3, this update includes a new API and several refinements based on developer feedback. The package is now available for download via NuGet. Read on to learn about what’s new with DirectStorage 1.3. EnqueueRequests – Enhanced I/O Scheduling DirectStorage 1.3 adds a new API called EnqueueRequests. This API gives developers more flexibility and control over how data requests are issued and synchronized with graphics work. EnqueueRequests allows developers to batch multiple requests in a single call and synchronize them using a D3D12 fence to better coordinate DirectStorage wit... Jun 2, 2025 Post comments count 4 Post likes count 4 D3D12 Cooperative Vector Amar, Greg Welcome to the preview release for Cooperative Vector support in D3D12. This exposes powerful new hardware acceleration for vector and matrix operations, enabling developers to efficiently drive neural rendering techniques directly from individual shader threads in real-time graphics pipelines. In research and in industry, machine learning based approaches have made their way to mainstream, replacing/augmenting traditional techniques. In graphics, neural network based rendering methods are gaining popularity over traditional methods of image reconstruction, texture compression, material shading etc. Simul... May 30, 2025 Post comments count 2 Post likes count 3 D3D12 Opacity Micromaps Amar, Adam DirectX Raytracing (DXR) now supports Opacity Micromaps (OMMs), enabling hardware to handle alpha tested geometry more efficiently than relying only on costly AnyHit shader invocations. At GDC 2025 DXR 1.2 was announced including OMMs, and you can see it discussed in this: GDC DirectX State Of The Union YouTube Recording. In the video, Remedy showed the performance wins they achieve using a synergistic combination of OMMs and Shader Execution Reordering in Alan Wake 2. Out of the gate all NVIDIA raytracing capable hardware supports OMMs (currently developer preview drivers). Over time additional hardwa... 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https://devblogs.microsoft.com/java-ch/ | Java Blog in Chinese 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 Java Blog in Chinese Java Blog in Chinese 欢迎来到Microsoft的Java中文博客，在这里可以找到与Java相关产品与服务的更新 Latest posts May 20, 2025 Post comments count 0 Post likes count 0 GitHub Copilot app modernization for Java 公共预览版发布 Nick Zhu 现代化 Java 应用程序并将其迁移到云端，往往是一个复杂、耗时且碎片化的过程。GitHub Copilot app modernization for Java旨在简化并加速这一迁移过程，助力您顺利迈向云端。 该工具现已在 Visual Studio Code Marketplace 上以单一插件包形式公开预览。GitHub Copilot Java app modernization for Java为 Java 升级与现代化提供了智能、可指导的路径——可自动化重复性任务、提升一致性并降低风险。 六大核心价值 1. 智能问题分析与推荐现代化始于洞察。无论是升级 Java 运行时，还是迁移到 Azure，首要步骤是了解您的代码。该工具可分析项目当前状态并生成计划，结合 Azure Migrate 应用代码评估工具（AppCAT）提供上下文感知的修复建议和可操作的推荐，助您从诊断问题转向实际改造。AppCAT 也可作为独立 CLI 工具使用，详见 AppCAT for Java。 2. 专家驱动的代码转换在生成迁移计划后，GitHub Copilot app modernization for Java利用强大的代码转换引擎，融合专家制定的迁移策略与自动化 Java 升级流程。从 Java 8 升级到 Java 21，或迁移到 Azure 服务平台，Copilot 均可精准地应用结构化变更。 ... Jan 7, 2025 Post comments count 1 Post likes count 1 VS Code Java中的JavaC支持发布！ Nick Zhu 大家新年好！我们很高兴宣布，Visual Studio Code Java、JDT 和 JDT-LS 现已部分支持使用 Javac 作为底层编译器。这项支持是红帽和微软经过近一年合作的成果。 此更改旨在确保对最新 Java 特性的及时支持，并使 VS Code 上的 Java 语言支持与常见构建工具（如 Maven、Gradle）更加一致。许多用户希望获得更无缝的开箱即用开发体验，我们相信引入 Javac 是实现这一目标的重要第一步。 用户可以从基于 Javac 的工具中获得以下好处： 请注意，基于 Javac 的 JDT 是 ECJ 编译器的另一选项，并非要完全替代 ECJ。目前，VS Code Java 中的基于 Javac 的支持默认处于关闭状态，可以通过以下方式启用： 目前，基于 Javac 的 VS Code Java 支持在以下方面表现良好：编辑辅助、诊断、快速修复/重构、悬停提示、导航、索引、构建和类文件生成。未来，我们计划实现以下目标： 此计划已在于德国美因茨举办的 OpenCommunity-X 大会上公布。虽然 Javac 支持的开发目前在 JDT-core 分支中进行，但所有工作都会回馈到上游 JDT。随着功能逐步完善，上游集成工作已启动并将持续进... Oct 30, 2024 Post comments count 0 Post likes count 0 Java on Azure Tooling的更新 – 2024年10月 Jialuo Gan 大家好，欢迎阅读 Java on Azure 开发人员工具的十月份更新。在本次更新中，我们将介绍针对 IntelliJ IDEA 的 Azure 工具包中 Azure Functions 的托管身份支持（Managed Identity）。此外，我们还将推出一个名为Java on Azure 工具指南的新系列，在第一篇文章中，我们将讨论如何利用 Azure 工具包使用 App Service。我们希望您喜欢这些更新，并享受使用 Azure 工具包的流畅体验。请下载并安装 IntelliJ 的 Azure 工具包。让我们开始吧！ Azure Toolkit for IntelliJ 提升 在Azure Functions上支持Managed Identity 在 8 月份的更新中，我们推出了对 Azure 应用服务的支持，这将帮助开发人员简化应用程序的凭证管理，降低凭证暴露的风险。 在最新版本中，我们还为工具包中的 Azure 函数添加了托管身份支持。该功能为开发人员提供了使用托管身份进行身份验证和访问 Azure 存储等 Azure 资源的灵活性，而无需直接管理凭据。将 Java 应用程序部署到工具包中的 Azure Functions 应用程序时，系统会提示您分配角色以访问 Azure 资源。下面是一个简短的演示。 Azure上的Java 工具指南 欢迎阅读我们的新系列 Azure 上的 Java ... Oct 29, 2024 Post comments count 0 Post likes count 0 GitHub Copilot upgrade assistant for Java技术预览发布 Nick Zhu 随着人工智能和大型语言模型（LLMs）的不断发展，Agent(“智能代理”)和智能代理化工作流程正在迅速成为AI领域的下一个前沿。这些自主系统带来了巨大的好处，它们可以创建计划、执行单个任务、使用外部工具、与用户互动，甚至自行修复错误。 凭借这些功能，代理化工作流程可以解决一些企业客户在开发周期中经常遇到的复杂、关键任务，甚至是一些极其繁琐的任务。对于使用Java的企业客户来说，升级JDK、框架、依赖项等一直是一个挑战。这些挑战覆盖的范围相当地广，开发者可能会需要经常面对重复且繁琐的场景，例如API签名发生变化等等。我们见过一些企业在将代码库从Java 8升级到Java 17时，花费了几天甚至几周的时间，这是一项巨大的资源和人力投入。 今天，我们很高兴宣布GitHub Copilot upgrade assistant Java的技术预览版。这是一个基于AI的解决方案，它使用智能代理化工作流程和多代理框架帮助您更新Java应用程序。通过安装Visual Studio Code插件，您可以从本地Java项目开始，GitHub Copilot将自动处理大部分升级过程。以下是该产品的一些关键功能。 创建一个智能的计划 GitHub Copilot upgrade assistant for Java会分析您当前的项目，并提示用户输入JDK和Maven路径、分支名称等参数。点击“Start(开始)”后，工具将进一... Oct 10, 2024 Post comments count 0 Post likes count 1 Java on Visual Studio Code的更新 – 2024年9月 Nick Zhu 大家好，欢迎来到 Visual Studio Code for Java 的九月更新！在本篇博客中，我们将介绍一些重要的 Spring 功能更新和 Gradle 增强功能，让我们开始吧！ Spring 更新 使用 GitHub Copilot 解释 SpEL 表达式、查询语句和 AOP 切入点表达式 SpEL 表达式、查询语句和 AOP 切入点表达式有时编写起来比较复杂，但如果你在 Visual Studio Code 环境中使用 GitHub Copilot，Spring 工具现在会在这些表达式上方显示CodeLense，让你快速让 GitHub Copilot 为你解释这些语句。相应的提示会先提供一个简短的摘要，随后是更详细的解释。这里有一个演示。 CRON 表达式的语法高亮和验证 当 CRON 表达式用于 注解时，现在可以显示语法高亮，并且如果语法不正确，还会出现错误标记。演示如下。 查询参数名称的新嵌入提示 使用序号引用查询特定参数，现在会显示一个嵌入提示，告诉你该序号所引用的已解析方法参数的名称。 更多 Spring 注解获得内容辅助、跳转定义和查找引用支持 在 Java 源代码中使用 Spring 注解的工作每次发布都会变得更加快捷和轻松。最新的 Spring Boot 工具添加了以下注解的高级功能： 要使用上述所有... Sep 13, 2024 Post comments count 0 Post likes count 0 Java on Azure Tooling的更新 – 2024年8月 Jialuo Gan 大家好，欢迎阅读 Java on Azure 开发者工具8月份更新。在本次更新中，我们将介绍在 IntelliJ IDEA 中 Azure Toolkit 对 Azure App Service 提供托管身份支持（Managed Identity），以及宣布 Java 在 Azure 容器应用程序体验上正式发布。我们希望您喜欢这些更新，并享受使用 Azure 工具包的流畅体验。请下载并安装 IntelliJ 的 Azure 工具包。让我们开始吧！ Azure Toolkit for IntelliJ 提升 在Azure App Service上支持Managed Identity 托管身份是 Azure 中的一项功能，可简化应用程序的凭证管理。有关详细信息，请访问这篇文档。 在最新版本中，我们在工具包中为 Azure Web 应用程序添加了托管身份支持。该功能为开发人员提供了使用托管身份进行身份验证和访问 Azure 存储等 Azure 资源的灵活性，而无需直接管理凭据。它有助于降低凭证暴露的风险，并简化各种服务的安全集成。在我们的工具包中将 Java 应用程序部署到 Azure 应用服务时，系统会提示您分配角色以访问 Azure 资源。下面是一个简短的演示。 宣布 Java体验在Azure Container Apps上正式发布（GA） 在五月份的博客中，我们介绍了 IntelliJ IDE... Sep 12, 2024 Post comments count 0 Post likes count 0 Java on Visual Studio Code的更新 – 2024年8月 Nick Zhu 大家好，欢迎来到 Visual Studio Code for Java 八月更新！在这篇博客中，我们将涵盖重要Gradle 更新、更多用户体验改进以及更好的入门体验，马上开始吧！ Gradle 更新 将 Gradle for Java 添加到 Java 插件包中 一些用户可能已经注意到，最近在 Java 插件包中添加了一个名为“Gradle for Java”的插件，我们想介绍一下这一改动背后的故事。 Gradle for Java 插件是一个专门为 Visual Studio Code 提供 Gradle 支持的工具。长期以来，我们已经在这个插件中陆续了加入新功能，包括 Gradle 的构建服务器。不过，由于它是一个独立的插件，很多 Gradle / Java 开发者很难发现它。因此，我们收集了关于该扩展的反馈，最终决定在最近的版本中将其添加到 Java 插件包中。 然而，在将其添加到插件包之前，我们发现该插件的架构需要一些改进。具体来说，该插件会启动多个 JVM 进程来提供不同的功能，这会占用过多的计算资源。因此，我们决定进行一些优化——简单来说，我们将这些不同的 JVM 进程合并为一个，从而减少了 JVM 进程的数量，并显著降低了使用该扩展时的内存消耗。以下是不同项目大小下的内存消耗对比。 我们希望您喜欢我们在该扩展中提供的 Gradle 功能，如果... Aug 1, 2024 Post comments count 0 Post likes count 0 Java on Visual Studio Code的更新 – 2024年7月 Nick Zhu 大家好，欢迎来到 Visual Studio Code 7月份的 Java 更新！本博客将覆盖最新的 Gradle 功能增强、用户体验改进以及新的 Spring 功能，让我们开始吧！ Gradle 功能增强 支持 Gradle 的 HCR （热代码替换） HCR（热代码替换）是 VS Code Java 调试器支持的一项高级功能。它允许您启动调试会话并更改 Java 文件而无需重启，调试器将在运行中的 JVM 中替换代码。以前，这项功能不支持 Gradle 插件中使用的 Gradle 构建服务器。在我们最近的更新中，我们已经实现了这一支持，现在您可以在调试会话中利用 HCR。这里有一个此功能的演示。 要了解有关 HCR 的更多详情，请访问此链接。 委托测试到 Gradle 在我们的最新插件发布中，我们增加了“Delegate Test to Gradle”的支持，这允许您在 VS Code Java 中执行测试中委托Gradle进行测试，确保结果与命令行工具保持一致，并利用 Gradle 工具中的优势。要使用此功能，只需在运行测试之前选择“Delegate Test to Gradle”作为默认测试配置文件。这里有一个如何使用它的演示。 在这次发布中，我们只支持“运行测试”，但我们也计划很快支持“调试测试”，所以请继续关注。下面是这个功能的演示。 要使用上述 Gradle 功能... Jul 25, 2024 Post comments count 0 Post likes count 0 Java on Azure Tooling的更新 – 2024年6月 Jialuo Gan 大家好，欢迎阅读 Java on Azure 开发者工具6月份更新。在本次更新中，我们将介绍在 IntelliJ IDEA 中 Azure Toolkit 对 Azure Container Apps 提供的工作负载配置文件支持。我们希望您喜欢这些更新，并享受使用 Azure 工具包的流畅体验。请下载并安装 IntelliJ 的 Azure 工具包。让我们开始吧！ Azure Toolkit for IntelliJ 提升 对 Azure Container Apps 支持工作负荷配置文件 在 5 月份的更新中，我们宣布针对 IntelliJ IDEA 的 Azure 工具包已为具有灵活部署选项的 Azure 容器应用程序提供了支持。 在最新版本中，我们通过工作负载配置文件环境支持进一步增强了这种体验。工作负载配置文件决定了部署在环境中的容器应用程序可用的计算和内存资源量。通过这一增强功能，您可以在 IntelliJ IDEA 中轻松调整工作负载配置文件的最小和最大实例数。此外，您还可以灵活配置每个应用程序，使其运行在容器应用程序环境中最合适的工作负载配置文件上。下面是一个简短的演示。 反馈与建议 如果您感兴趣，请不要犹豫并尝试使用我们的产品吧! 您的反馈和建议对我们非常重要，将有助于我们产品的未来发展。 资源 以下链接和资源能帮助您更好地了解 ... Load more posts Popular topics Java in Chinese Java Open Source Visual Studio Code Java on Azure Tooling Top Bloggers Nick Zhu Senior Program Manager Archive May 2025 January 2025 October 2024 September 2024 August 2024 July 2024 June 2024 May 2024 April 2024 March 2024 January 2024 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021 December 2020 November 2020 October 2020 September 2020 August 2020 Follow this blog Stay informed Get notified when new posts are published. Email * Country/Region * Select... 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https://dev.to/apis-over-ipas/13-supporting-10-million-developers#main-content | 13. Supporting 10 Million Developers - 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 over IPAs Follow 13. Supporting 10 Million Developers Nov 23 '21 play Phil Nash, developer evangelist at Twilio, shares how he helps to support more than 10 million developers. Specifically, we cover: 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 | 2026-01-13T08:48:08 |
https://dev.to/pcraig3 | Paul Craig - 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 Follow User actions Paul Craig Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Joined Joined on Oct 30, 2020 github website Work Dev at Canadian Digital Service More info about @pcraig3 Badges Five Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least five years. Got it Close Four Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least four years. Got it Close Writing Debut Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge. 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Sign in Cloud Run vs App Engine: a head-to-head comparison using facts and science Paul Craig Paul Craig Paul Craig Follow Nov 12 '20 Cloud Run vs App Engine: a head-to-head comparison using facts and science # cloud # googlecloud # docker # serverless 131 reactions Comments 29 comments 6 min read Google Cloud Run: the best hosting platform for dynamic apps Paul Craig Paul Craig Paul Craig Follow Nov 12 '20 Google Cloud Run: the best hosting platform for dynamic apps # cloud # googlecloud # docker # serverless 25 reactions Comments 1 comment 8 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 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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https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/how-to-edit-and-contribute-to-existing-code-base-ml-097 | How to Edit and Contribute to Existing Code Base - ML 097 - Adventures in Machine Learning - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in Machine Learning RSS Feed Spotify Apple Podcasts YouTube Amazon Music How to Edit and Contribute to Existing Code Base - ML 097 Published: December 15, 2022 Download How to Edit and Contribute to Existing Code Base - ML 097 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Ben Wilson • Michael Berk Show Notes Let's be honest. We've all copied and pasted code from the internet. There are many great code sources and in this episode, Ben and Michael discuss how to leverage existing code. They explain how to understand a code base and some best practices for contribution. Sponsors Chuck's Resume Template Developer Book Club starting with Clean Architecture by Robert C. Martin Become a Top 1% Dev with a Top End Devs Membership © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
https://dev.to/devteam/guidelines-for-ai-assisted-articles-on-dev-17n6 | Guidelines for AI-assisted Articles on 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. 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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 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 Erin Bensinger for The DEV Team Posted on Dec 19, 2022 • Edited on Jan 9, 2023 Guidelines for AI-assisted Articles on DEV # meta # chatgpt # writing # abotwrotethis Hey DEV Community! As a member of the DEV staff, I read a lottttt of your articles. Over the past month or so, it’s been awesome to see so many folks take up an interest in topics such as AI, OpenAI/ChatGPT, and the ethics of AI, art, and innovation. We want to encourage you to keep experimenting, exploring, learning, and having fun with this tech if it appeals to you. And, as the Social Media Manager for Forem, I have to humble myself and admit that my team read some AI-assisted content that seemed human enough for us to share on social (not quite a Turing test failure on my part, but it kind of felt like one!). So here’s the deal. We’ve had a few good conversations about AI-assisted and -generated articles on the Community team over the past few weeks, and we’ve decided on some guidelines we’re planning to implement to keep our community members safe and keep content quality on the site as high as it can be. While there is nuance as far as what it means for a post to be assisted by AI, we care most that the author of the post is able to stand by the information they are sharing. We encourage the use of AI experimentation with the appropriate disclosure, while wholly discouraging the use of these tools to prolifically generate content which has not been scrutinized prior to publication. The DEV Community Guidelines for AI-Assisted and -Generated Articles AI-assisted and -generated articles are allowed on DEV Community, so long as they follow these guidelines: AI-assisted and -generated articles should… Be created and published in good faith , meaning with honest, sincere, and harmless intentions. Disclose the fact that they were generated or assisted by AI in the post, either upfront using the tag #ABotWroteThis or at any point in the article’s copy (including right at the end). - For example, a conclusion that states “Surprise, this article was generated by ChatGPT!” or the disclaimer “This article was created with the help of AI” would be appropriate. Ideally add something to the conversation regarding AI and its capabilities. Tell us your story of using the tool to create content, and why! Be checked for factual accuracy before publishing. (This guideline was suggested by @chihuahuaux via Twitter . Thanks!) AI-assisted and -generated articles should not… Promote any business, program, or course (including your own). Be published with the intent to confuse , deceive , or bamboozle its readers. Be published with the main purpose of building a personal brand, building a social media presence, or gaining clout. Contain educational content or information generated by AI because you, the human author, did not already know it to some degree. AI is great for assistance with English syntax for a variety of reasons, but if you don’t already know or understand the concept you’re writing about, please do not rely on the machine to “know” it for you. Commenting Guidelines In order to support a strong sense of human community on the site, we ask that you not use bots or AI to generate comments on posts, whether the post was published by you or another community member. The exceptions to this rule are basic translation and grammar/syntax improvement tools, such as Google Translate, Grammarly, or any tool used for Assistive Technology (AT) purposes. If you notice a mistake or bad practice in a post that is disclosed to be AI-generated or -assisted, we encourage you to call it out (kindly, of course!). The following actions may result in suspension or a ban: Publishing any article with the intent to harm or scam its readers. Publishing any article with the main purpose of soliciting money. Publishing any article with the main purpose of building backlinks to increase the search engine optimization (SEO) of another site. The two exceptions to this are: (1) a backlink to a personal blog, or (2) a backlink to a company blog IF the article has been shared under that company’s organization on DEV. Publishing any article that is directly plagiarized, knowingly or unknowingly . Our guidelines may continue to evolve, and are open for scrutiny. At the end of the day, we expect good faith community activity, and that all authors are able to stand behind the purpose and accuracy of their content. I’ll wrap this up with a big THANK YOU to our moderators and Community team for their hard work in promoting quality content and keeping our community members safe from script kiddies and bot trickery. We couldn’t do it without you! 💛 Top comments (39) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Md Abu Taher Md Abu Taher Md Abu Taher Follow Full Stack Developer, focused on web automation, open source enthusiast and contributor. Passionate about programming, specializing in JavaScript. Location Dhaka, Bangladesh Joined Sep 29, 2017 • Dec 20 '22 Dropdown menu Copy link Hide I think just like Co-Pilot became a hype and then died down after it became paid. The ChatGPT that costs the OpenAI Credits may also start to lack the hype after a bit when human loses interest in AI generated content. But before the hype dies down, people will abuse it as much as possible. On a separate note, I asked ChatGPT to write a reply to this post and it gave me an answer. AI Content Detectors cannot detect the AI-ness of such custom command and post. Like comment: Like comment: 23 likes Like Comment button Reply Collapse Expand Jon Randy 🎖️ Jon Randy 🎖️ Jon Randy 🎖️ Follow 🤖 Artisanal developer - coding with varying degrees of success since 1983 Location Bangkok 🇹🇭 Joined Jun 1, 2018 • Dec 20 '22 Dropdown menu Copy link Hide Like comment: Like comment: 11 likes Like Comment button Reply Collapse Expand JoeStrout JoeStrout JoeStrout Follow Creator of the MiniScript programming language and Mini Micro retro-styled virtual computer. Education MS in CS at Colorado State University; MS in Neuroscience at UCSD Work connectomics engineer at Zetta.AI Joined Oct 25, 2022 • Dec 20 '22 Dropdown menu Copy link Hide I would not encourage the use of automated AI-text detectors. I've read about how these work; they rely largely on the text being correct in spelling, punctuation, and grammar. Well, I also write text that is correct in spelling, punctuation, and grammar. I would hate to be called an AI just because I had a good English teacher in school! Like comment: Like comment: 15 likes Like Thread Thread Jon Randy 🎖️ Jon Randy 🎖️ Jon Randy 🎖️ Follow 🤖 Artisanal developer - coding with varying degrees of success since 1983 Location Bangkok 🇹🇭 Joined Jun 1, 2018 • Dec 21 '22 Dropdown menu Copy link Hide The detector I was using was based on detector models developed by OpenAI themselves - d4mucfpksywv.cloudfront.net/papers... Like comment: Like comment: 1 like Like Thread Thread Brook Riggio Brook Riggio Brook Riggio Follow Joined Dec 6, 2018 • Dec 22 '22 Dropdown menu Copy link Hide Don't worry Joe, looking good so far. Like comment: Like comment: 8 likes Like Thread Thread Jason Dunn [AWS] Jason Dunn [AWS] Jason Dunn [AWS] Follow Location Seattle, WA Joined Jul 1, 2020 • Aug 11 '23 Dropdown menu Copy link Hide 😂 Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Jan Küster 🔥 Jan Küster 🔥 Jan Küster 🔥 Follow Graduated in Digital Media M.Sc. now developing the next generation of educational software. Since a while I develop full stack in Javascript using Meteor. Love fitness and Muay Thai after work. Location Bremen, Germany Education M.Sc. Pronouns he/him Work Scientific Employee at University of Bremen Joined Apr 16, 2019 • Dec 20 '22 Dropdown menu Copy link Hide Jon, may you share the link to the ChatGPT detector? My latest search results in some very suspicious sites... Like comment: Like comment: 4 likes Like Thread Thread Jon Randy 🎖️ Jon Randy 🎖️ Jon Randy 🎖️ Follow 🤖 Artisanal developer - coding with varying degrees of success since 1983 Location Bangkok 🇹🇭 Joined Jun 1, 2018 • Dec 20 '22 Dropdown menu Copy link Hide Sure - I was using detectchatgpt.com/ Like comment: Like comment: 6 likes Like Thread Thread James Lau James Lau James Lau Follow Boston based front-end developer with a background in graphic design Location Boston Education University of Massachusetts Dartmouth Work Front End Developer Joined Jul 21, 2019 • Jun 26 '23 Dropdown menu Copy link Hide I shouldn't be shocked, but I am. To see AI generated content, and now counter content or verifying tool. Crazy if you ask me. I have come across some articles that seem fishy. Mainly because the author themselves are also fishy users. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Tagir Magomedov Tagir Magomedov Tagir Magomedov Follow Joined May 23, 2017 • Dec 21 '22 Dropdown menu Copy link Hide Looks like someone was using ChatGPT before it was cool :) Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Erin Bensinger Erin Bensinger Erin Bensinger Follow Joined Oct 19, 2020 • Dec 20 '22 Dropdown menu Copy link Hide Well, thanks to ChatGPT for the very thoughtful and human-like response 🫠 hahaha Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Joe Mainwaring Joe Mainwaring Joe Mainwaring Follow 20+ years across IT and Engineering. Founding Partner at Super Pax. I author Senior, Principal, and Executive-level technology posts. Location Chicago, IL Education Western Michigan University Joined Feb 22, 2018 • Dec 21 '22 Dropdown menu Copy link Hide Keep in mind with CoPilot - it hasn’t been available to GH orgs yet, many of us are waiting for that option. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Zachary Indy Zachary Indy Zachary Indy Follow Joined Dec 30, 2022 • Jan 2 '23 Dropdown menu Copy link Hide GH orgs , what is that? Like comment: Like comment: 1 like Like Thread Thread Joe Mainwaring Joe Mainwaring Joe Mainwaring Follow 20+ years across IT and Engineering. Founding Partner at Super Pax. I author Senior, Principal, and Executive-level technology posts. Location Chicago, IL Education Western Michigan University Joined Feb 22, 2018 • Jan 2 '23 Dropdown menu Copy link Hide GH orgs = Teams and Enterprise plans. Like comment: Like comment: 1 like Like Thread Thread Zachary Indy Zachary Indy Zachary Indy Follow Joined Dec 30, 2022 • Jan 2 '23 Dropdown menu Copy link Hide Wait what? I thought Copilot was offered for that plans for the sake of priority. But it's not. I'm so surprised Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Matt Eland Matt Eland Matt Eland Follow AI Specialist and Wizard at Leading EDJE, Book and Course Author, and Microsoft MVP Email matt@mattondatascience.com Location Columbus, OH Education Master's of Science in Data Analytics, B.S. Computer Information Systems Pronouns He/Him Work AI Specialist and Wizard at Leading EDJE Joined May 5, 2018 • Dec 19 '22 Dropdown menu Copy link Hide I love these decisions. My personal policy on AI is to use it transparently for images and limit my use of text generation to potential title generation in tricky articles and potential outlines for talks or books to double check my own decisions for things I might have wanted to include but forgotten. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Jon Randy 🎖️ Jon Randy 🎖️ Jon Randy 🎖️ Follow 🤖 Artisanal developer - coding with varying degrees of success since 1983 Location Bangkok 🇹🇭 Joined Jun 1, 2018 • Dec 20 '22 • Edited on Dec 20 • Edited Dropdown menu Copy link Hide TBH ChatGPT written articles almost always have a certain "feel" to them and are pretty easy to spot. Running a ChatGPT detector over a sample of a few suspect articles here on DEV seems to confirm my suspicion that there's already a lot of generated content on here being passed off as human written. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand JoeStrout JoeStrout JoeStrout Follow Creator of the MiniScript programming language and Mini Micro retro-styled virtual computer. Education MS in CS at Colorado State University; MS in Neuroscience at UCSD Work connectomics engineer at Zetta.AI Joined Oct 25, 2022 • Dec 20 '22 Dropdown menu Copy link Hide ...Or, you've found some human authors who write in a style similar to ChatGPT. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Frank Font Frank Font Frank Font Follow Technologist that knows people are more important. Location USA Work Holistic technologist at Various Joined Sep 2, 2019 • Dec 20 '22 Dropdown menu Copy link Hide It's great to start working on some ethical framework around the use of GPTChat and the wave that's coming right after it. We are at the beginning of a monumental redefinition in what it means to be an author. I think this is on the same scale as what the calculator brought about -- I'm old enough to remember a time when schools would not allow calculators; and of course now they all do. We've offloaded mundane and sophisticated calculations to computers -- it's just assumed we are not carrying out long computations by hand. Mathematicians apply their intellect to more high level work now instead of losing time in lengthy manual computations. In the near future readers will come to assume that a person did not write an essay themselves. I'm sure it's already happening. I along with others have thought we've read the work of an insightful person, when in reality, that work was nobody's baby. Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Matt Eland Matt Eland Matt Eland Follow AI Specialist and Wizard at Leading EDJE, Book and Course Author, and Microsoft MVP Email matt@mattondatascience.com Location Columbus, OH Education Master's of Science in Data Analytics, B.S. Computer Information Systems Pronouns He/Him Work AI Specialist and Wizard at Leading EDJE Joined May 5, 2018 • Dec 20 '22 Dropdown menu Copy link Hide Or everyone's baby. At least everyone whose work the transformers were trained on. ChatGPT is both all of us and none of us at the same time. Like comment: Like comment: 8 likes Like Comment button Reply Collapse Expand Frank Font Frank Font Frank Font Follow Technologist that knows people are more important. Location USA Work Holistic technologist at Various Joined Sep 2, 2019 • Dec 20 '22 Dropdown menu Copy link Hide Certainly a very large mixing bowl. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand JoeStrout JoeStrout JoeStrout Follow Creator of the MiniScript programming language and Mini Micro retro-styled virtual computer. Education MS in CS at Colorado State University; MS in Neuroscience at UCSD Work connectomics engineer at Zetta.AI Joined Oct 25, 2022 • Dec 20 '22 Dropdown menu Copy link Hide In the future humans won't be reading most of the essays, either — we'll have AIs summarizing the (mostly AI-written) content and using it to answer whatever questions they were seeking answers for directly. So much of the Internet will be AIs writing content for other AIs. Crazy world, eh? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Frank Font Frank Font Frank Font Follow Technologist that knows people are more important. Location USA Work Holistic technologist at Various Joined Sep 2, 2019 • Dec 20 '22 Dropdown menu Copy link Hide Just around the corner. Maybe it's already here in spots and we have not yet realized it. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Scofield Idehen Scofield Idehen Scofield Idehen Follow Content developer for Learnhub Africa, all posts are made on behalf of LearnHub Africa. Email blackbird002@duck.com Location World Education University of Benin Work Nomand Joined Mar 23, 2022 • Jan 27 '23 Dropdown menu Copy link Hide However we must agree the time is almost on us to agree that AI assisted text will become a normal thing in the near future. However we must be careful or AI will continue to evolve and change the dynamics of how it can be spotted. We only at the tip of what tomorrow will bring. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Amara Graham Amara Graham Amara Graham Follow Enabling developers Location Austin, TX Education BS Computer Science from Trinity University Work Developer Advocate at Kestra Joined Jan 4, 2017 • Dec 20 '22 Dropdown menu Copy link Hide Thank you for this piece: Disclose the fact that they were generated or assisted by AI in the post, either upfront using the tag #ABotWroteThis or at any point in the article’s copy (including right at the end). My preference would be a tag but I appreciate the flexibility. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand anes anes anes Follow Writing every now and then Location Switzerland Education ZHAW, School of engineering Work Software developer Joined Aug 8, 2022 • Dec 20 '22 Dropdown menu Copy link Hide Hey, thank you for actually linking to my articles! First of all: I never intended to make anyone look like a fool or whatever by mentioning that the twitter API post got tweeted about. Besides that, the article had the effect I intended it to have: Spread awareness on the topic of AI articles. I'm glad that the community guidelines got adjusted to restrict the use of ChatGPT, but not completely prohibit it. While I think that it is a great tool, especially for people who's first language isn't English (including me), the quality of posts can be severely impacted (in creativity of topic and depth of arguments/explanations). I might do a follow-up article on this topic (taking your article into consideration), where I go more in depth about my point of view. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Erin Bensinger Erin Bensinger Erin Bensinger Follow Joined Oct 19, 2020 • Dec 20 '22 Dropdown menu Copy link Hide Of course! Thanks for being a good sport and for disclosing the nature of your AI articles. It's much more fun and engaging that way! Just to be clear, these guidelines weren't written in reaction to your experiment—we had been discussing sharing some guidelines around AI content since ChatGPT exploded in popularity, and we've received a handful of reports on suspected AI content in that time as well. Looking forward to reading what more you have to share. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Possawat Sanorkam Possawat Sanorkam Possawat Sanorkam Follow I'm a casual gamer and a full stack dev. Location Bangkok, Thailand Education MUIC Work Mediagenix Joined Jul 13, 2022 • Dec 20 '22 Dropdown menu Copy link Hide I will put the hashtag on the top of each article then. Thank you for accepting the use of AI. I just wanted to saved my results as a post to read it again when I want. However, I still love to read the generated text from the AI because it has a better grammar and my English skill is not as good as them. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Murray Chapman Murray Chapman Murray Chapman Follow Code and pixel fan. Dig innovation when it is human-centric. MAMP, SCSS, real UX and UI. Digging into Creative Coding (JS). Location Melbourne, Australia Work Web Dev and partial grind monkey Joined Dec 5, 2022 • Dec 20 '22 Dropdown menu Copy link Hide Very fair guidelines. I am very interested in AI-assisted writing as people are reading to get information. At the end, I don't think it really matters where it came from. As long as it is factual (I would like to see the AI incorporate citations), easy to read and well-structured, I'm cool with it. Yes, there is the fear of AI writing putting content writers out of a job but the Internet apparently was going to close libraries etc... The future is coming... (again and again). Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Wade Zimmerman Wade Zimmerman Wade Zimmerman Follow Code by day; blog by night Location California Education Networking/Software Work Self Employed Joined Jun 5, 2021 • Jan 18 '23 Dropdown menu Copy link Hide Eventually we won't be able to tell the difference between ChatGPT and legit posts. IMO it will really just come down to treating AI generated content as traditional content. If any post is low quality, plagiarized, or condoning illegal activities it should be reported then handled according to the rules of the site. Pointing at posts and marking them as AI generated is not going help the situation. It will just cause readers to distrust genuine content and will cause writers to distrust moderators. Look at Twitter and Reddit moderation and how they have evolved over the years. They have labels and rules for pretty much everything. It's at the point now where unless you have established some sort of prior credibility, it's nearly impossible to create a successful post. They pretty much prevent average users from going viral. Tinfoil hat or not, our decisions of how we moderate AI generated content today is going to impact us for years. All we can hope for is that we get it right the first time. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Scofield Idehen Scofield Idehen Scofield Idehen Follow Content developer for Learnhub Africa, all posts are made on behalf of LearnHub Africa. Email blackbird002@duck.com Location World Education University of Benin Work Nomand Joined Mar 23, 2022 • Jan 27 '23 Dropdown menu Copy link Hide However we must agree the time is almost on us to agree that AI assisted text will become a normal thing in the near future. However we must be careful or AI will continue to evolve and change the dynamics of how it can be spotted. 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https://topenddevs.com/podcasts/adventures-in-angular/episodes/server-side-rendering-in-angular-17-aia-397 | Server-Side Rendering in Angular 17 - AiA 397 - Adventures in Angular - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in Angular RSS Feed Spotify Apple Podcasts YouTube Amazon Music Server-Side Rendering in Angular 17 - AiA 397 Published: December 07, 2023 Download Server-Side Rendering in Angular 17 - AiA 397 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Armen Vardanyan • Lucas Paganini Show Notes Armen and Lucas join this week's panelist episode. They explain SSR, how it works, its advantages, and its pros and cons. They dive into the services it provides to its users and how it improves applications. Moreover, they discuss the SSR improvements in Angular 17 and many more. Sponsors Chuck's Resume Template Raygun - Application Monitoring For Web & Mobile Apps Developer Book Club starting Promoted Links Unvoid, Performance-Based Web Development - Hire remote designers and web developers. Only pay when tasks are delivered. https://unvoid.com/ Social Media Unvoid LinkedIn @unvoidweb https://www.linkedin.com/company/unvoidweb Instagram @unvoidweb https://www.instagram.com/unvoidweb Lucas Paganini YouTube @lucaspaganiniweb https://youtube.com/@lucaspaganiniweb LinkedIn @lucaspaganiniweb https://www.linkedin.com/in/lucaspaganiniweb Twitter @lucaspaganini https://twitter.com/LucasPaganini Instagram @lucaspaganini https://www.instagram.com/lucaspaganini Armen Vardanyan LinkedIn https://www.linkedin.com/in/armen-vardanyan-am/ © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
https://www.git-tower.com/blog/posts/tower-windows-10 | Tower 10 for Windows — Introducing Graphite Support | Tower Blog You are using an outdated browser. Please upgrade your browser to improve your experience. Tower Navigation Features Undo Anything Just press Cmd+Z Drag and Drop Make the complex effortless Integrations Use your favorite tools Tower Workflows Branching Configurations Stacked Pull Requests Supercharged workflows All Features Release Notes Pricing Support Documentation Contact Us Account Login Learn Git Video Course 24 episodes Online Book From novice to master Cheat Sheets For quick lookup Webinar Learn from a Git professional First Aid Kit Recover from mistakes Advanced Git Kit Dive deeper Blog Download Download < Back to Blog Tower 10 for Windows — Introducing Graphite Support Bruno Brito November 2025 | 7 min read Share: The wait is over: Tower 10 has arrived! For enthusiasts of Stacked Pull Requests, this release is a game-changer. We're excited to announce comprehensive support for Graphite , integrating its most powerful features directly into Tower. You can now handle your stacked branches and craft Pull Requests seamlessly within our Git client ✌️ With our Tower 8.0 update , we set the stage for incorporating advanced Git workflows. Features like Branch Dependency and the "Restack" action were introduced, and the response from our user community has been overwhelmingly positive. Building on that foundation, Tower 10 now offers full support for Graphite's toolset, empowering you to merge changes into your projects faster than ever. This article will guide you through the essentials of Graphite and how it integrates with Tower 10. About Graphite If you want to enhance your team's Pull Request process and are unfamiliar with Graphite , you're in for a treat! Graphite employs a stack-based methodology that allows developers to work on several features in parallel by layering changes. This is often called the Stacked Pull Requests workflow . The idea is straightforward: by linking smaller, incremental Pull Requests, you reduce the amount of code to be reviewed. This leads to quicker integration and minimizes the chances of significant merge conflicts or bugs. Effective branch management is key to this approach, and this is where Graphite excels. Even if you are the sole user of this workflow in your team, it works flawlessly from the get-go. There's every reason to give it a shot! 😉 Graphite not only simplifies branch management but also provides a dedicated interface for code reviews (be sure to check out AI Reviews !) and complements GitHub by extending its functionality. In addition to its Web UI, Graphite provides: A CLI tool A VS Code extension You can discover more about Graphite in this article . We believed that integrating these capabilities into a Git client would be a great advantage, so we went ahead and did just that. Let's start the tour! Setting Up Graphite in Tower 10 To begin, simply click the "Workflows" button in the toolbar and select the new Graphite.dev entry. You will need a Graphite.dev account and the Graphite CLI tool (version 1.5.3 or higher) installed. Tower 10 – Enabling the Graphite Workflow ☝️ You may find the "Configure Workflow" button greyed out if you haven't configured Graphite yet. Make sure you install the CLI tool and configure the Graphite token by accessing Tower's terminal ("File -> Open in Terminal"). You'll be asked to specify the "Trunk" branch (typically main ) and your Graphite token , which should be detected automatically by Tower. We recommend installing the Graphite binary via npm , the standard package manager for Node.js. You'll notice the "Workflows" icon has changed to Graphite. Clicking it gives you quick access to popular Graphite commands and opens the Graphite dashboard in your browser. Tower 10 – Graphite Workflow in Toolbar Working with Graphite in Tower 10 Now is a great time to explore the Graphite commands you can run effortlessly in Tower! Working Copy With the Graphite workflow active, you'll see new options in the "Working Copy" view. We've introduced a "Create" action that lets you instantly make a new branch with your staged changes (equivalent to gt create in the Graphite CLI). This is a best practice in the Graphite workflow, which recommends treating each branch as a small, atomic changeset with a single commit initially. The "Commit" action is similar to the gt modify --commit command in Graphite: it adds a new commit to the current branch and automatically restacks if there are no conflicts. Tower 10 — "Working Copy" view ☝️ Tower's "Quick Amend" feature is also compatible with the Graphite workflow. To amend the current branch's commit, hold down ( Left Alt + CTRL ), and the "Commit" button will change to "Modify". This is the same as running gt modify in the Graphite CLI. Creating a Stacked Branch Graphite is centered around Stacked Branches, and creating a new one is simple: right-click on any branch to create a new stacked branch based on it. Tower 10 — Create New Stacked Branch In the following dialog, you can choose its parent branch for straightforward integration and opt to check it out right away. Tower 10 — Create New Stacked Branch Dialog From the context menu, you can also perform all other standard Graphite operations, like renaming, merging, squashing, or deleting branches. Tower 10 – Additional Context Menu Options Setting the Parent Branch You can change a branch's parent at any time, just as you would with Stacked Branches, by using the context menu and selecting "Track Parent Branch." In Graphite's terminology, this is known as "tracking" ( gt track ) and "untracking" ( gt untrack ) a stacked branch. Tower 10 – Setting the Parent Branch Restacking Restacking syncs all changes by rebasing each child branch onto its parent. Tower shows an icon in the sidebar for branches that need restacking. You can perform this action by right-clicking the branch and choosing "Restack [Branch]". In the branch's history, a yellow banner will also inform you that the branch needs to be restacked. Tower 10 — Restack Branch In the "Restack Branch" dialog, you'll see a "Restack Full Stack" option. If this is not checked, Tower/Graphite will restack the selected branch and its parents. If checked, the branch's children will also be restacked (hence "full stack"). Tower will let you know if any conflicts occur during the restack. Tower 10 — Restack Branch Dialog Syncing a Branch Right-clicking any branch also lets you "sync" it. This synchronizes all branches in the stack, much like the gt get command. Tower 10 — Sync Branch Dialog Tower also offers extra options, like restacking all branches in your repository. Submitting a Branch (To Create a Pull Request) You can submit a branch to create a PR by right-clicking it and selecting the option from the context menu. More options are available by clicking the drop-down arrow, such as updating only branches with existing open PRs. Tower 10 — Submit Branch to Graphite All open Pull Requests are accessible in Tower's "Pull Requests" view, in the sidebar or via the shortcut CTRL + 4 . Tower 10 — Pull Requests This view lets you inspect, merge, close, comment on, or check out pull requests without opening a browser. Merge Queue Graphite includes a Merge Queue feature that avoids semantic merge conflicts by automating the rebase process during merges. This keeps the trunk branch "green" and helps development teams move faster with fewer interruptions. In Tower, if a merge is possible, the Graphite branch is added to the merge queue. The merge is asynchronous, so you'll need to manually refresh and sync the branch to see if it has been merged. When a Graphite branch is sent to the merge queue, it's validated remotely. If it can be merged, it is; otherwise, the process fails. To do this, right-click the branch and choose "Add [BRANCH] to Merge Queue…" from Tower's context menu. Tower 10 — Graphite's Merge Queue Warning Messages While using Tower, you might accidentally disrupt Graphite's state with certain Git operations, like a git push . Tower will warn you when this might happen before you proceed. Tower 10 — Warning Message You can enable or disable these prompts in the "Integration" tab of Tower's Settings. Tower 10 — Integration Settings Other Improvements As always, we've also made some other improvements under the hood. Here's a list of the improvements and bug fixes we've addressed: System Menu: The Alt + SPACE shortcut now works as expected. Submodules: Navigation through nested submodules has been refined. Portable Git has been updated to version 2.51.2 for improved compatibility and performance. We hope you enjoy this release! Happy stacking! 😊 Not a Tower user yet? Download our 30-day free trial and see a better way to work with Git! Try Tower 10 Now PS: Did you know? Tower Pro is now free for students and teachers and educational institutions! Table of Contents Introduction About Graphite Setting Up Graphite in Tower 10 Working with Graphite in Tower 10 Other Improvements We make Tower, the best Git client. Try Tower Now Search the Blog Related Posts Meet Graphite – The AI Developer Productivity Platform Tired of endless code review cycles? Find out how Graphite's AI-powered platform and stacked PRs are helping teams like Asana and Vercel ship code faster. 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https://topenddevs.com/podcasts/adventures-in-angular/episodes/goodbye-ngif-hello-built-in-control-flow-aia-384 | Goodbye ngIf, Hello Built-in Control Flow - AiA 384 - Adventures in Angular - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in Angular RSS Feed Spotify Apple Podcasts YouTube Amazon Music Goodbye ngIf, Hello Built-in Control Flow - AiA 384 Published: July 06, 2023 Download Goodbye ngIf, Hello Built-in Control Flow - AiA 384 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Subrat Mishra • Armen Vardanyan • Lucas Paganini Show Notes Armen, Lucas, and Subrat join this week's panelist episode to talk about Angular's "Built-in Control Flow". They begin by sharing their perspective on Angular's newest change and give an introduction to the Built-in Control Flow. Additionally, they explain its purpose and how developers can benefit from this. Sponsors Chuck's Resume Template Raygun - Application Monitoring For Web & Mobile Apps Developer Book Club starting Promoted Links Unvoid - Angular Experts - Design and web development services with enormous expertise in Angular for companies that truly care about quality https://unvoid.com/ Social Media Unvoid LinkedIn @unvoidweb https://www.linkedin.com/company/unvoidweb Instagram @unvoidweb https://www.instagram.com/unvoidweb Lucas Paganini YouTube @lucaspaganiniweb https://youtube.com/@lucaspaganiniweb LinkedIn @lucaspaganiniweb https://www.linkedin.com/in/lucaspaganiniweb Twitter @lucaspaganini https://twitter.com/LucasPaganini Instagram @lucaspaganini https://www.instagram.com/lucaspaganini Subrat Mishra YouTube @FunOfHeuristic https://www.youtube.com/@FunOfHeuristic Armen Vardanyan LinkedIn @ArmenVardanyan h ttps://www.linkedin.com/in/armen-vardanyan-am/ © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
https://redis.io/docs/latest/get-started/ | Open Source | Docs {"categories":null,"description":"Get started with Redis Open Source","duplicateOf":"head:data-ai-metadata","location":"body","title":"Open Source","tableOfContents":{"sections":[{"id":"use-cases","title":"Use cases"},{"id":"data-integration-tools-libraries-and-frameworks","title":"Data integration tools, libraries, and frameworks"},{"id":"deployment-options","title":"Deployment options"},{"id":"provisioning-and-observability-tools","title":"Provisioning and observability tools"}]},"codeExamples":[]} Redis for AI Products Products Redis Cloud Fully managed and integrated with Google Cloud, Azure, and AWS. Redis Software Self-managed software with enterprise-grade compliance and reliability. Redis Open Source In-memory database for caching & streaming. Tools Redis LangCache Redis Insight Redis Data Integration Clients & Connectors Get Redis Downloads Resources Connect Customer Stories Partners Support Community Events & Webinars Professional Services Learn Docs Commands Quick starts Tutorials University FAQs Resources Blog Latest Releases News & Updates See how it works Visit Demo Center Docs Pricing Search Login Book a meeting Try Redis Open search Open main menu Redis for AI Products Redis Cloud Fully managed and integrated with Google Cloud, Azure, and AWS. Redis Software Self-managed software with enterprise-grade compliance and reliability. Redis Open Source In-memory database for caching & streaming. Tools Redis LangCache Redis Insight Redis Data Integration Clients & Connectors Get Redis Downloads Resources Customer Stories Partners Support Community Events & Webinars Professional Services Learn Docs Commands Quick starts Tutorials University FAQs Resources Blog Latest Releases News & Updates See how it works Visit Demo Center Docs Pricing Try Redis Book a meeting Login Develop with Redis Libraries and tools Redis products Commands Docs Docs → Open Source Open Source Get started with Redis Open Source Redis is an in-memory data store used by millions of developers as a cache, vector database , document database , streaming engine , and message broker. Redis has built-in replication and different levels of on-disk persistence . It supports complex data types (for example, strings, hashes, lists, sets, sorted sets, and JSON), with atomic operations defined on those data types. You can install Redis from source or from an executable/distribution for your OS. Install Redis on Linux using APT , RPM , or Snap Install Redis on macOS Run Redis on Windows using Docker Run Redis on Docker Install Redis from Source Install Redis with Redis Stack and Redis Insight Use cases The following quick start guides will show you how to use Redis for the following specific purposes: Data structure store Document database Vector database AI agents and chatbots Retrieval Augmented Generation (RAG) with Redis Data integration tools, libraries, and frameworks Client API libraries Redis Data Integration Redis vector library for Python Redis Cloud with Amazon Bedrock Object-mapping for .NET Spring Data Redis for Java You can find a complete list of integrations on the integrations and frameworks hub . To learn more, refer to the develop with Redis documentation. Deployment options You can deploy Redis with the following methods: As a service by using Redis Cloud , the fastest way to deploy Redis on your preferred cloud platform. By installing Redis Enterprise Software in an on-premises data center or on Cloud infrastructure. On a variety Kubernetes distributions by using the Redis Enterprise operator for Kubernetes . The following guides will help you to get started with your preferred deployment method. Get started with Redis Cloud by creating a database: The Redis Cloud quick start helps you create a free database. (Start here if you're new.) Create an Essentials database with a memory limit up to 12 GB. Create a Pro database that suits your workload and offers seamless scaling. Install a Redis Enterprise Software cluster: Redis Enterprise on Linux quick start Redis Enterprise on Docker quick start Get started with Redis Enterprise's Active-Active feature Install and upgrade Redis Enterprise Leverage Redis Enterprise for Kubernetes to simply deploy a Redis Enterprise cluster on Kubernetes: Deploy Redis Enterprise for Kubernetes Deploy Redis Enterprise for Kubernetes with OpenShift To learn more, refer to the Redis products documentation. Provisioning and observability tools Pulumi provider for Redis Cloud Terraform provider for Redis Cloud Prometheus and Grafana with Redis Cloud Prometheus and Grafana with Redis Enterprise You can find a complete list of integrations on the libraries and tools hub . RATE THIS PAGE ★ ★ ★ ★ ★ Back to top ↑ Submit Edit this page Create an issue On this page Use cases Data integration tools, libraries, and frameworks Deployment options Provisioning and observability tools Trust Privacy Terms of use Legal notices Use Cases Vector database Feature stores Semantic cache Caching NoSQL database Leaderboards Data deduplication Messaging Authentication token storage Fast-data ingest Query caching All solutions Industries Financial Services Gaming Healthcare Retail All industries Compare Redis vs Elasticache Redis vs Memcached Redis vs Memory Store Redis vs Source Available Company Mission & values Leadership Careers News Connect Community Events & webinars News Partners Amazon Web Services Google Cloud Microsoft Azure All partners Support Professional services Support Trust Privacy Terms of use Legal notices All products Redis Enterprise Redis Cloud Redis Open Source Redis Insight Redis Enterprise for K8s Redis Data Integration Client Libraries ESC | 2026-01-13T08:48:08 |
https://devblogs.microsoft.com/dotnet/net-core-june-2020-updates-2-1-19-and-3-1-5/#mainContent | .NET Core June 2020 Updates – 2.1.19 and 3.1.5 - .NET 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 .NET Blog .NET Core June 2020 Updates – 2.1.19 and 3.1.5 .NET 10 is here! .NET 10 is now available: the most productive, modern, secure, intelligent, and performant release of .NET yet. Learn More Download Now June 9th, 2020 0 reactions .NET Core June 2020 Updates – 2.1.19 and 3.1.5 Rahul Bhandari (MSFT) Senior Program Manager Show more Today, we are releasing the .NET Core June 2020 Update. These updates contain security and reliability fixes. See the individual release notes for details on updated packages. Security CVE-2020-1108: .NET Core Denial of Service Vulnerability To comprehensively address CVE-2020-1108, Microsoft has released updates for .NET Core 2.1 and .NET Core 3.1 . Customers who use any of these versions of .NET Core should install the latest version of .NET Core. See the Release Notes for the latest version numbers and instructions for updating .NET Core. Microsoft is aware of a denial of service vulnerability which exists when .NET Core improperly handles web requests. An attacker who successfully exploited this vulnerability could cause a denial of service against a .NET Core web application. The vulnerability can be exploited remotely, without authentication. A remote unauthenticated attacker could exploit this vulnerability by issuing specially crafted requests to the .NET Core application. The update addresses the vulnerability by correcting how the .NET Core web application handles web requests. Getting the Update .NET Core 3.1.5 and .NET Core SDK ( Download | Release Notes ) .NET Core 2.1.19 and .NET Core SDK ( Download | Release Notes ) See the .NET Core release notes for details on the release, including issues fixed and affected packages. The latest .NET Core updates are available on the .NET Core download page . Docker Images .NET Docker images have been updated for today’s release. The following repos have been updated. dotnet/core/sdk : .NET Core SDK dotnet/core/aspnet : ASP.NET Core Runtime dotnet/core/runtime : .NET Core Runtime dotnet/core/runtime-deps : .NET Core Runtime Dependencies dotnet/core/samples : .NET Core Samples Note: You must pull updated .NET Core container images to get this update, with either docker pull or docker build --pull . Visual Studio This update will be included in a future update of Visual Studio. Each version of Visual studio is only supported with a given version of the .NET Core SDK. Visual Studio version information is included in the .NET Core SDK download page s and release notes . If you are not using Visual Studio , we recommend using the latest SDK release. 0 4 0 Share on Facebook Share on X Share on Linkedin Copy Link --> Category .NET Share Author Rahul Bhandari (MSFT) Senior Program Manager I am a Program Manager on .NET team. I specializes in .NET release processes. University of Florida Alumnus. 4 comments Discussion is closed. Login to edit/delete existing comments. Code of Conduct Sort by : Newest Newest Popular Oldest irac ding --> irac ding --> June 29, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> https://github.com/dotnet/core/issues/3989 ,”dotnet core v3.1/3.0 Process.Start execute shell command Memory Leak”,when it will be fixed? Matthew Whited --> Matthew Whited --> June 22, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> When should nuget references for dotnet core/azure functions be applied? Every time I’ve tried upgrading project for the last several months I have been presented with silent breaking changes. They work fine locally but the azure functions runtime fails to start for deployed functions. After reverting to release -1 I’ve typically been able to get the functions to start. It would be nice if we could trust release packages being compatible with their dependencies. Especially when those dependencies are all from Microsoft. -Thanks, Matt Dean Jackson --> Dean Jackson --> June 15, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> You said that installing the SDK will also install the runtime, but does that also include the ASP.Net Core runtime? For us using Visual Studio on Windows, should we get the 32-bit, 64 or both of the SDK? Akash Bagh --> Akash Bagh --> June 15, 2020 0 --> Collapse this comment --> Copy link --> --> --> --> Since I’m using Visual Studio on Windows, it looks like I need to use this page: https://github.com/dotnet/core/blob/master/release-notes/3.1/3.1.5/3.1.301-download.md and download the x64 version of the SDK since I’m on 64-bit Windows, correct? Read next June 10, 2020 Announcing .NET 5.0 Preview 5 Rich Lander [MSFT] June 10, 2020 Announcing Entity Framework Core 5.0 Preview 5 Jeremy Likness Stay informed Get notified when new posts are published. Email * Country/Region * Select... 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https://addons.mozilla.org/cs/firefox/addon/rentgen/ | Rentgen – rozšíření do 🦊 Firefoxu (cs) Doplňky do prohlížeče Firefox Rozšíření Motivy vzhledu Více… pro Firefox Slovníky a jazykové balíčky Ostatní stránky prohlížeče Doplňky pro Android Přihlásit se Hledat Hledat Rentgen od “Internet. Time to act!” Foundation Rentgen to wtyczka, która automatycznie wizualizuje, jakie dane zostały ~~wykradzione~~ wysłane do podmiotów trzecich przez odwiedzane strony. Pozwala wygenerować raport lub treść maila, który można wysłać do administratora strony i/lub UODO. 5 (12 recenzí) 5 (12 recenzí) 216 uživatelů 216 uživatelů Stáhnout Firefox a nainstalovat toto rozšíření Stáhnout soubor Metadata rozšíření Snímky obrazovky O tomto rozšíření Rentgen to wtyczka dla przeglądarek opartych o Firefoxa, która automatycznie wizualizuje, jakie dane zostały ~~wykradzione~~ wysłane do podmiotów trzecich przez odwiedzane strony. Pozwala wygenerować raport lub treść maila, który można wysłać do administratora strony i/lub UODO. Więcej informacji: https://www.internet-czas-dzialac.pl/odcinek-33-wtyczka-rentgen Funkcje Rentgena: analiza ruchu sieciowego generowanego przez stronę internetową; wizualizacja danych przekazanych do podmiotów trzecich przez odwiedzaną stronę (historia przeglądania użytkownika oraz jego ciasteczka); przygotowywanie zrzutów ekranów narzędzi deweloperskich będących dowodem przekazanych danych do podmiotów trzecich; pomoc w oszacowaniu potencjalnych obszarów roboczych względem zgodności z RODO; generowanie raportu lub treści maila, który można wysłać do administratora oraz Urzędu Ochrony Danych Osobowych. Kod źródłowy Komentář vývojáře Jeżeli uważasz, że wtyczka Rentgen okazała się przydatna, zostaw nam recenzję. Jeżeli znalazłeś błąd lub masz pomysł na ulepszenie Rentgena, napisz do nas maila: kontakt@internet-czas-dzialac.pl Ohodnoceno 5 1 redaktorem Pro hodnocení tohoto rozšíření se přihlaste Zatím nehodnoceno Hodnocení bylo uloženo 5 12 4 0 3 0 2 0 1 0 Přečtěte si všech 12 recenzí Oprávnění a data Požadovaná oprávnění: Číst a upravovat nastavení soukromí Změnit nastavení proxy Přistupovat k vašim datům pro všechny webové stránky Sběr dat: Podle vývojáře toto rozšíření nevyžaduje sběr dat. Zjistit více Další informace Odkazy doplňku Domovská stránka Stránky podpory E-mail podpory Verze 0.2.4 Velikost 9,55 MB Poslední aktualizace před 21 dny (23. pro 2025) Příbuzné kategorie Vývoj webu Soukromí a bezpečnost Licence Pouze GNU General Public License v3.0 Zásady ochrany osobních údajů Přečtěte si zásady ochrany osobních údajů pro tento doplněk Historie změn Zobrazit všechny verze Štítky anti malware anti tracker container privacy security Přidat do sbírky Vyberte sbírku… Vytvořit novou sbírku Nahlásit tento doplněk Podpořte tohoto vývojáře Vývojář tohoto doplňku váš žádá o malý příspěvek, kterým pomůžete podpořit vývoj do budoucna. Přispět nyní Přejít na domovskou stránku Mozilly Počet doplňků O nás Blog doplňků pro Firefox Workshop tvorby rozšíření Pro vývojáře Pravidla pro vývojáře Blog komunity Fórum Nahlásit chybu Příručka recenzenta Prohlížeče Desktop Mobile Enterprise Produkty Browsers VPN Relay Monitor Pocket Bluesky (@firefox.com) Instagram (Firefox) YouTube (firefoxchannel) Ochrana soukromí Cookies Právní informace Není-li uvedeno jinak, obsah této stránky je šířen pod licencí Creative Commons Uveďte původ-Zachovejte licenci 3.0 nebo jakoukoli novější verzí. Změna jazyka Čeština Deutsch Dolnoserbšćina Ελληνικά English (Canadian) English (British) English (US) Español (de Argentina) Español (de Chile) Español (de España) Español (de México) suomi Français Furlan Frysk עברית Hrvatski Hornjoserbsce magyar Interlingua Italiano 日本語 ქართული Taqbaylit 한국어 Norsk bokmål Nederlands Norsk nynorsk Polski Português (do Brasil) Português (Europeu) Română Русский slovenčina Slovenščina Shqip Svenska Türkçe Українська Tiếng Việt 中文 (简体) 正體中文 (繁體) | 2026-01-13T08:48:08 |
https://devblogs.microsoft.com/xcode/ | Xcode 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 Xcode Xcode Updates, insights, and best practices for using Xcode with Microsoft tools Latest posts Nov 18, 2025 Post comments count 0 Post likes count 0 GitHub Copilot for Xcode: Unlocking Agentic Power for Apple Developers Jialuo Gan GitHub Copilot is evolving again—this time with deep, native integration for Xcode. We’re introducing a new generation of agent-driven capabilities designed to streamline workflows, accelerate development, and keep you focused on building great apps for Apple platforms. This update unifies Copilot’s cross-IDE experience and brings structured automation to the heart of your Xcode environment. Introducing Advanced Agentic Features 2025 marks the rise of intelligent agents. Developers need flexibility and precision—both in how they interact with agents and how those agents adapt to their coding style. After laun... Oct 28, 2025 Post comments count 0 Post likes count 0 MCP Registry and Allowlist Controls Now Available in GitHub Copilot for Xcode (Public Preview) Jialuo Gan We’re excited to announce that MCP Registry and Allowlist Controls in GitHub Copilot for Xcode are now available in public preview in pre-release builds. These capabilities help Xcode developers discover, install, and manage Model Context Protocol (MCP) servers directly in the IDE, while giving administrators enterprise-grade control over which servers can run. What's new MCP Registry An MCP Registry is a directory of Model Context Protocol (MCP) servers. With Copilot in Xcode, you can now browse, install, or uninstall MCP servers from the registry —making setup fast and seamless. Allowlist Controls Admins... Aug 14, 2025 Post comments count 0 Post likes count 0 Model Context Protocol (MCP) for GitHub Copilot in Xcode is Now Generally Available Jialuo Gan Model Context Protocol (MCP) support with GitHub Copilot is now generally available for Xcode! Developers can now enable GitHub Copilot with MCP in Xcode to enhance coding intelligence and context awareness. What's new With MCP support in Xcode, developers can now connect Copilot to both local and remote MCP servers that follow the MCP specification in your IDE. Once configured, Agent Mode can leverage tools exposed by these servers to assist with broader tasks. For example, you can configure a remote GitHub MCP server using a PAT or OAuth to authenticate. Enable actions like creating issues, checking repo hist... Jul 31, 2025 Post comments count 0 Post likes count 0 GitHub Copilot for Xcode: Introducing Copilot Vision, Custom Instructions, Locale-Aware Responses, and More Jialuo Gan We’re excited to introduce updates to GitHub Copilot for Xcode, bringing new ways to interact with AI and streamline your development workflow. With Copilot Vision, you can upload and chat with images—like screenshots and UI designs—directly in Xcode. We’ve also introduced global and workspace-level Custom Instructions, locale-aware responses, and a new auto-attach chat window to make interactions smoother and more personalized. What’s New Copilot Vision Support You can now upload images—such as screenshots, diagrams, or UI mockups—directly into Copilot Chat. Whether it’s a screenshot of an error, a diag... Jun 27, 2025 Post comments count 0 Post likes count 0 Copilot for Xcode Adds Support for Anthropic Claude Sonnet 4 and Opus 4 Jialuo Gan GitHub Copilot for Xcode now supports Anthropic Claude Sonnet 4 and Claude Opus 4, bringing more powerful AI assistance to your Swift, Objective-C, and Apple platform development. Model Availability✨ For full details, please see this documentation. How to Get Started🚀 Share Your Thoughts💬 Your feedback drives improvements. Let us know what you think using the in-product feedback option, or share your thoughts in this channel. We’d love to hear how Copilot is helping your Apple development workflow. May 19, 2025 Post comments count 0 Post likes count 2 GitHub Copilot: Exploring Agent Mode and MCP Support in Public Preview for Xcode Jialuo Gan We’re excited to announce that GitHub Copilot’s Agent Mode and Model Context Protocol (MCP) support are now available in public preview for Xcode! This brings powerful autonomous coding capabilities to macOS developers using Xcode. What is Agent Mode? Agent Mode turns GitHub Copilot into an intelligent pair programmer that can understand your intent, plan multi-step tasks, and execute them—all through natural language. Unlike traditional autocomplete, Agent Mode is designed for more complex workflows. You can switch to Agent Mode when your task involves multiple steps, needs to integrate with external sys... Apr 30, 2025 Post comments count 0 Post likes count 2 GitHub Copilot for Xcode: Explore @workspace and New Models Support (GPT-4.1, GPT-4.5 and More) Jialuo Gan The GitHub Copilot for Xcode extension now allows you to ask questions about your entire codebase using the @workspace context. Additionally, we have integrated support for new models, including OpenAI GPT-4.1, GPT-4.5, o3, o4-mini, Gemini 2.5 Pro and Claude 3.7 Sonnet, to enhance your chat conversations and introduce several UX improvements to boost your productivity. What's New @workspace context: By referencing @workspace in Copilot Chat, you can ask questions about your entire codebase in Xcode. GitHub Copilot will analyze your project's codebase and provide detailed answers, including references to relev... Feb 14, 2025 Post comments count 0 Post likes count 1 GitHub Copilot for Xcode Chat – Public Preview Now Available Hang Wang We’re excited to announce that GitHub Copilot for Xcode Chat is now in public preview, bringing the power of AI to help developers code more efficiently. With just a GitHub account, you can enable Copilot in Xcode and start leveraging AI-driven suggestions and interactive chat features today. GitHub Copilot is an AI-powered assistant that helps developers write code faster and with greater accuracy. Beyond code completion, GitHub Copilot for Xcode now offers intelligent suggestions for your specific coding tasks through interactive chat. Whether you need help debugging, understanding code, or exploring alt... Load more posts Popular topics Xcode Copilot Archive November 2025 October 2025 August 2025 July 2025 June 2025 May 2025 April 2025 February 2025 Follow this blog Stay informed Get notified when new posts are published. Email * Country/Region * Select... 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https://docs.suprsend.com/docs/validate-workflow-payload | Validate Trigger Payload - 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 WORKFLOW BUILDER Validate Trigger Payload Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog WORKFLOW BUILDER Validate Trigger Payload OpenAI Open in ChatGPT Validate the data passed to workflow API or event properties using JSON schemas to catch payload mismatch errors at API level. OpenAI Open in ChatGPT Why Payload Validation Matters When you trigger a workflow, you pass data (payload) that is used to resolve workflow variables and populate dynamic content in templates. If the payload does not include all the variables expected in the workflow, the execution may fail at different stages. This can cause: Hard-to-debug errors (logged at multiple workflow steps). Inconsistent behavior (e.g., first notification fails but subsequent steps succeed). Incorrect or incomplete notifications being sent. To avoid these issues, you can validate the payload against a JSON Schema at the API level . If the incoming payload does not conform to the schema, the trigger endpoint immediately returns an error response with detailed validation information. Creating a JSON Schema In SuprSend, a schema is created as an independent entity and then linked to a workflow or event for validation. You can create a schema in two ways: From UI - Developers -> Schemas Page Using Management API via the Create Schema endpoint Schemas follow the standard JSON Schema specification. . Example Schema: Order Placement Workflow This schema enforces the following rules: order_id is required and must be a string. amount is optional, but if provided, it must be an integer. Copy Ask AI { "type" : "object" , "$schema" : "https://json-schema.org/draft/2020-12/schema" , "required" : [ "order_id" ], "properties" : { "order_id" : { "type" : "string" }, "amount" : { "type" : "integer" } }, "additionalProperties" : true } With this schema linked: If order_id is missing, not a string, or if amount is not an integer → API call fails. Otherwise → workflow executes as expected. Linking Schema to Workflow There are two types of workflow triggers, so schema linking differs accordingly: API Trigger - Link schema directly to the workflow in the Trigger Step → Schema section. Event Trigger - Link schema to the linkedEvent from the Event Details page. If multiple events are used in a trigger, the schema linked to each event is applied individually. If an event has no linked schema, payload for that event are not validated, and the workflow executes normally. Both actions are supported via UI and using Management API in workflow or event upsert methods. Error Logging Schema validation errors are logged in two places: Immediate API Response – returned directly to the client making the trigger call. Request Logs – stored for later inspection on SuprSend dashboard. If you run a test trigger from the UI, validation errors are displayed directly in the trigger modal. Important : When schema validation fails, the API response body will contain a status: "failed" field along with detailed validation error information. However, execution logs may show “success” for the initial trigger attempt due to how the validation is processed. Always check the API response body for the actual validation status rather than relying solely on execution logs. With schema validation, you can guarantee that workflows always start with valid, expected data — reducing runtime errors and preventing incorrect notifications. SDK Version Requirements To use schema validation with SDKs, you need to upgrade to the following minimum versions: Python SDK : v0.15.0 or later Node.js SDK : Check the latest version in the SDK Changelog SDK Upgrade Required : The API response format for bulk operations was modified to support schema validation. Older SDK versions may not properly handle schema validation errors in the response. If you’re using schema validation, ensure you’re using the minimum required SDK version for your language. Was this page helpful? Yes No Suggest edits Raise issue Previous Tenant Workflows How to trigger workflows for tenant to apply tenant level customization in notifications. Next ⌘ I x github linkedin youtube Powered by On this page Why Payload Validation Matters Creating a JSON Schema Example Schema: Order Placement Workflow Linking Schema to Workflow Error Logging SDK Version Requirements | 2026-01-13T08:48:08 |
https://gg.forem.com/fullstackhoward/7-hard-truths-i-learned-running-a-gaming-community-for-13-years-k80 | 7 Hard Truths I Learned Running a Gaming Community for 13 Years - Gamers 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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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 Gamers Forem 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 Howard Posted on Dec 9, 2025 7 Hard Truths I Learned Running a Gaming Community for 13 Years # community # clans # pcgaming # advice TL;DR: I started a gaming community in a dorm room in 2013. It grew to thousands of members, but I made massive mistakes. Here is what I wish I knew about leadership, culture, and burnout before I started. I started my journey in 2013 in a college dorm room. Grand Theft Auto 5 had just released, and the online component was a mess—full of toxic teenagers and griefers. I didn’t want that to ruin the experience, so I started my own group. What began as a small GTA crew blossomed into a full-fledged community hosting thousands of people, events, podcasts, and live streams. I’ve run this gaming community for over 13 years , and despite the hurdles, it is still kicking and thriving. However, the road wasn't smooth. There were massive setbacks. If I could roll back the hands of time, here are the 7 major things I wish I could tell my younger self. 1. People Will Come and Go 👋 Sometimes members leave because of something you did. Other times, it has absolutely nothing to do with you. They get bored, they have a falling out with another member, or life just gets in the way. This was the hardest lesson for me in the beginning. I would develop genuine friendships with members. Then, I’d wake up one day, and— poof —they were gone. No explanation, no warning. 💡 The Lesson: As a leader, you have to take a step back. Don't become so entangled that a departure ruins your morale. Not everyone is in it for the long haul. If someone wants to leave, let them go. Never coerce someone into staying. 2. Community Leadership is a Thankless Job 📉 When things are running smoothly, people won’t say much. They will join, assimilate, and have fun. But if one thing goes wrong? Be prepared for a barrage of comments telling you exactly how you should be doing a better job. I have spent an unfathomable amount of hours building, tweaking, and perfecting everything from video promotions to game servers. People will often join, take what serves them, and bail. You will be lucky to get so much as a "thank you." Case in point: A few years ago, a couple met on my server and eventually got married in real life. They lived in my area. I didn't get a "thanks for creating the space where I found the love of my life," nor was I invited to the wedding. It sounds pessimistic, but it is human nature. They are there for the utility you provide, not necessarily to celebrate the builder. 3. Everyone Thinks They Can Do It Better 📢 Over the years, I’ve seen members take the blueprint I built to start their own groups, only to fail. I’ve had members lie to sabotage my reputation so they could poach members. I’ve heard statements like: "If I ran this community, I would do X, Y, and Z." People always underestimate how hard running a big community actually is. 💡 The Lesson: Don’t let armchair quarterbacks convince you that you’re doing a bad job. If they could do it better than you, they would already be doing it. 4. Recognize "Consumers" vs. "Producers" Early ⚖️ You can generally break your members down into two categories: The Consumers: They are here for a good time. They show up to events and participate in chat, but they are generally there to take value from the community. The Producers: These people naturally help out. They go out of their way to welcome newbies. They find ways to contribute value without being asked. Recognize the Producers FAST. I dropped the ball on this in the genesis of my community. I was so wrapped up in being friends with the guys I played with—choosing people I liked over people who contributed —that I ended up with 15 staff members who were just there for the vibes . This completely backfired later on. 5. Have an End-Goal (And Align Your Staff) 🎯 I started my community as a GTA Online Crew with no real vision other than "I want something greater." I spun my wheels for years trying to capitalize on new niches just to keep it all going. Because there was no ultimate goal, my staff had nothing to work toward. It was an aimless, and sometimes reckless, journey. 💡 The Lesson: Always ask yourself: What do you want this community to become? What should it produce? Without a North Star, you are just drifting. 6. Culture Matters: You Set the Energy ⚡ The biggest mistake I made was not paying attention to the energy I was projecting. At one point, I became bitter about the gaming landscape. I was pessimistic, and that bled into my interactions. I remember saying, "I don't bother welcoming new members because they will just leave anyway." Guess what happened? The members adopted that mentality. The group became unwelcoming and cliquish. New members would join, get ignored, and leave. It got so bad that I felt like an outsider in my own group. I eventually had to take the nuclear route —I wiped my staff completely and let chaos ensue to reset the culture. It was an extreme measure that could have been avoided had I cultivated positivity from the start. 7. Ask Yourself: "What Am I Getting Out of This?" 🤔 I poured time, money, and energy into this group for 10 years before I realized that everyone was benefiting... except me. If you are building a community, you need to be selfish for a moment. Why are you doing this? What is your return on investment (whether that's joy, money, connections, or career growth)? Moving Forward 🚀 Today, I am rebuilding. This time, I am intentional. I have clear objectives, a defined culture, and I know exactly why I am doing it. If you are planning on building a group, learn from my 13 years of mistakes so you don't have to repeat them. If you are curious about what we are building now, check out The Vice Community . Top comments (3) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Jim Hill Jim Hill Jim Hill Follow Musician and burgeoning game developer :) Joined Aug 2, 2024 • Dec 11 '25 Dropdown menu Copy link Hide Thanks for sharing. Genuinely sounds like hard work. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Kendall Armand Kendall Armand Kendall Armand Follow Joined Dec 11, 2025 • Dec 12 '25 Dropdown menu Copy link Hide Transparency of growth is essential. Great leaders need situational awareness of where they’ve went wrong and how they course corrected. I think your intentions were good but like you said what do you want out of this. It brings me joy to do things but when it grows it requires more of you and to the point you may need a staff. Nothings free even if you love doing it. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand coder202 coder202 coder202 Follow Location Bulgaria Joined Dec 16, 2020 • Dec 18 '25 Dropdown menu Copy link Hide Thank you! Like comment: Like comment: 1 like Like Comment button Reply 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 Howard Follow I'm a Full-Stack Creative who loves blending design and development. I'm always learning new technologies to build fun and engaging projects. Joined Sep 19, 2025 💎 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 Gamers Forem — An inclusive community for gaming 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 . Gamers Forem © 2025 - 2026. We're a place where gamers unite, level up, and share epic adventures. Log in Create account | 2026-01-13T08:48:08 |
https://topenddevs.com/podcasts/adventures-in-devops/episodes/mastering-devops-the-art-of-technical-proficiency-communication-devops-172 | Mastering DevOps: The Art of Technical Proficiency & Communication - DevOps 172 - Adventures in DevOps - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in DevOps RSS Feed Spotify Apple Podcasts YouTube Amazon Music Mastering DevOps: The Art of Technical Proficiency & Communication - DevOps 172 Published: September 14, 2023 Download Mastering DevOps: The Art of Technical Proficiency & Communication - DevOps 172 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Jonathan Hall • Kyler Middleton Show Notes Kyler Middleton is a Hashi Ambassador and AWS Community Builder. They dive into the captivating world of DevOps and explore the importance of technical expertise combined with effective communication skills. Kyler shares valuable insights on topics ranging from building a robust skillset to the challenges and responsibilities of security engineers. Moreover, they uncover the secrets to achieving developer velocity, integrating automation into workflows, and understanding the foundational knowledge in networking. They navigate the complexities of the cloud environment and explore the transformative nature of technical and computer skills. On YouTube Mastering DevOps: The Art of Technical Proficiency & Communication - DevOps 172 Sponsors Cprime: Enterprise IT and Agile Solutions Developer Book Club Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Kyler Middleton Kyler Middleton Picks Jonathan - Oppenheimer (2023) Kyler - Pink Drink Starbucks Refreshers® Beverage Kyler - Kiddie socks © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
https://topenddevs.com/podcasts/adventures-in-devops/episodes/devops-and-neuronsphere-with-brian-greene-devops-165 | DevOps and NeuronSphere with Brian Greene - DevOps 165 - Adventures in DevOps - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in DevOps RSS Feed Spotify Apple Podcasts YouTube Amazon Music DevOps and NeuronSphere with Brian Greene - DevOps 165 Published: June 16, 2023 Download DevOps and NeuronSphere with Brian Greene - DevOps 165 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Jonathan Hall • Jillian Rowe • Brian Greene Show Notes Brian Greene is the CTO of Neuron Sphere. He begins by talking about his career progression and some of his achievements. He dives into designing medical devices from a developer's perspective. Additionally, he talks about his company and many more! Links Neuron Sphere - Platform Engineering for Data Socials LinkedIn: Brian Greene Picks Brian - Robot Framework Jillian - On Writing: A Memoir of the Craft: King, Stephen Jonathan - The Big Con Jonathan - Cup o' Go © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
https://docs.suprsend.com/docs/broadcast | Broadcast - 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 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 CORE CONCEPTS Broadcast Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog CORE CONCEPTS Broadcast OpenAI Open in ChatGPT How to trigger broadcast to a list of users. OpenAI Open in ChatGPT With broadcast, you can send notifications to a large list of users with high throughput and low latency. You can use this to schedule campaigns or send important announcements that is relevant for a large group of users. Best used for cases when you want your messages to be delivered instantly like stock market alerts. Pre-requisites Create a list of users - List is a group of users who you want to send broadcast to. Triggering Broadcast Once you have the list ready, you can trigger broadcast using one of the following methods: 1. Programmatically using SDK / API This is the most flexible way of sending broadcast to a list. Use it when you regularly trigger a specific message to bulk users, like reminders or community updates like news. You can use API or update it using backend SDK Python SDK Node SDK Java SDK Go SDK 2. From UI You can also trigger Broadcast directly from the SuprSend dashboard without any tech involvement. Recommended for cases when you want to send a one-off campaign, something like newsletter or special feature announcement. You can schedule broadcast on a list from the dashboard by clicking on Run Broadcast option in the kebab menu on Subscriber -> Lists tab This will open the broadcast form. Fill in the relevant information and click on Field Obligation Description List ID Mandatory id of the list on which broadcast should be sent. Template Name Mandatory Select the template content to be sent. Notification category Mandatory Notification category will be used to pick up the vendor credential and also to power preferences . If you don’t have user preferences setup in your product, you can define the category as promotional . Do not use transactional or system category to run broadcast as it can delay your other transactional or system messages. Selected Channels Optional Add Channels here if you want to send broadcast on particular channel in the template group. Variable data Optional Add variables JSON here if you have variables in your template. Note: This data is generic and will be the same for all users in the list. For example: {"promo_code": "SUMMER2024", "discount": "20%"} will send the same promo code and discount to every user. For per-user personalization, add $recipient.<var> as variable in your template. Anything inside $recipient.<var> will be replaced with the user’s property value. When Optional - Immediately will trigger the broadcast instantly on the click of the button -Choose After Delay or Scheduled time if you want to schedule broadcast for later time. After delay is relative time difference from the instant of button click and Scheduled time is for defining absolute datetime of trigger Once, you click on button, it will ask for a confirmation. This is just to ensure that a bulk campaigns is not triggered by mistake. Click on to trigger the broadcast. You can check the notification status on Logs page. Was this page helpful? Yes No Suggest edits Raise issue Previous Manage Objects How to model and manage non-user entities (teams/projects) with Objects. Next ⌘ I x github linkedin youtube Powered by On this page Pre-requisites Triggering Broadcast 1. Programmatically using SDK / API 2. From UI | 2026-01-13T08:48:08 |
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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 # developer Follow Hide Create Post Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . 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Gabriele B. Gabriele B. Follow Jan 6 Dual Timeline Layout - Implementation Guide # ai # flashfx # editor # developer 1 reaction Comments Add Comment 3 min read Apache Airflow for Production: Essential Concepts Every Developer Should Know Data Tech Bridge Data Tech Bridge Data Tech Bridge Follow Jan 8 Apache Airflow for Production: Essential Concepts Every Developer Should Know # airflow # dataengineering # developer Comments Add Comment 16 min read Decompiling the LinkedIn Feed: A Technical Guide to B2B Lead Generation Michael Michael Michael Follow Jan 7 Decompiling the LinkedIn Feed: A Technical Guide to B2B Lead Generation # ai # automation # n8n # developer Comments Add Comment 4 min read UI Modifications Summary for FlashFX Gabriele B. Gabriele B. Gabriele B. Follow Jan 7 UI Modifications Summary for FlashFX # ai # flashfx # editor # developer 1 reaction Comments Add Comment 3 min read Refactoring the Funnel: An Engineer's Playbook for a Killer Sales Enablement Strategy Michael Michael Michael Follow Jan 5 Refactoring the Funnel: An Engineer's Playbook for a Killer Sales Enablement Strategy # ai # automation # n8n # developer Comments Add Comment 4 min read Mastering Text Manipulation: A Developer's Guide to Regex, Grep, Sed, and Awk Mobin Valadi Mobin Valadi Mobin Valadi Follow for Kurdistan Linux Lab | تاقیگەی لینوکسی کوردستان Jan 4 Mastering Text Manipulation: A Developer's Guide to Regex, Grep, Sed, and Awk # linux # kurd # kurdistan # developer Comments Add Comment 5 min read Mastering the Command Line: A Developer's Deep Dive into Shell Wildcards (Globbing) Mobin Valadi Mobin Valadi Mobin Valadi Follow for Kurdistan Linux Lab | تاقیگەی لینوکسی کوردستان Jan 4 Mastering the Command Line: A Developer's Deep Dive into Shell Wildcards (Globbing) # linux # kurd # kurdistan # developer Comments Add Comment 9 min read The First Real Pause Craig Craig Craig Follow Jan 4 The First Real Pause # career # developer Comments Add Comment 1 min read Storage for Developers Dipali Kulshrestha Dipali Kulshrestha Dipali Kulshrestha Follow Jan 10 Storage for Developers # architecture # aws # developer # learning 1 reaction Comments 1 comment 2 min read Developer Marketing and Authentic Growth Mikuz Mikuz Mikuz Follow Jan 4 Developer Marketing and Authentic Growth # career # developer # marketing # startup Comments Add Comment 5 min read Stop Yelling into the Void: A Dev's Guide to Niche B2B Content That Actually Converts Michael Michael Michael Follow Jan 4 Stop Yelling into the Void: A Dev's Guide to Niche B2B Content That Actually Converts # ai # automation # n8n # developer Comments Add Comment 4 min read loading... trending guides/resources 2025 Black Friday Developer Deals How I Turned an Old Phone into a Linux Server Fixing Common Git Lock Errors: Understanding and Recovering from .git/index.lock Reverse-Engineering Vercel: The Go-to-Market Playbook That Won the Frontend I Built A Browser Extension That Save ChatGPT, Claude, Grok, DeepSeek & Gemini How to make your first open source contribution How to Make Money with Your Blog as a Developer: Content Creation That Pays Who wants to build an admin UI? 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https://topenddevs.com/podcasts/adventures-in-devops/episodes/navigating-devops-challenges-with-cory-o-daniel-devops-191 | Navigating DevOps Challenges with Cory O'Daniel - DevOps 191 - Adventures in DevOps - Top End Devs Top End Devs Home Podcasts Screencasts Courses Blogs Summits Meetups search-modal#open" aria-label="Search"> Sign In Sign Up search-modal#close"> Search search-modal#close"> search-modal#search" data-turbo-frame="search-results" data-turbo="true" class="space-y-4" action="/search" method="get"> Content Type All Episodes Podcasts Screencasts Lessons Courses Blog Authors Meetups Use semantic search (recommended) Search Trending Now What’s New in React 19.2: Compiler, Activity, and the Future of Async React - JSJ 670 JavaScript Jabber Can You Really Trust AI-Generated Code? - JSJ 699 JavaScript Jabber Autogenetic AI Agents and the Future of Ruby Development - RUBY 682 Ruby Rogues Popular Searches search-modal#fillSearch" data-search-term="podcast"> Podcast search-modal#fillSearch" data-search-term="episode"> Episode search-modal#fillSearch" data-search-term="author"> Author search-modal#fillSearch" data-search-term="meetup"> Meetup search-modal#fillSearch" data-search-term="series"> Series Back to Adventures in DevOps RSS Feed Spotify Apple Podcasts YouTube Amazon Music Navigating DevOps Challenges with Cory O'Daniel - DevOps 191 Published: February 08, 2024 Download Navigating DevOps Challenges with Cory O'Daniel - DevOps 191 0:00 audio-player#clickProgressBar touchstart->audio-player#clickProgressBar touchmove->audio-player#clickProgressBar" data-audio-player-target="progressBar"> 0:00 audio-player#skipBackward"> audio-player#togglePlayPause" data-audio-player-target="playPauseButton"> audio-player#skipForward"> audio-player#changeVolume" type="range" min="0" max="1" step="0.01" value="1" /> Playback Speed: audio-player#changePlaybackSpeed"> 0.5x 0.75x 1x 1.25x 1.5x 2x Created by: Will Button • Cory O'Daniel Show Notes Cory O'Daniel is the CEO and co-founder of Massdriver. They dive into the world of DevOps, technology decisions, and the challenges of working with Ops teams. In this episode, they explore the frustrations and bottlenecks of integrating external databases, the humorous side of help desk horror stories, and the impact of AI on software engineering. Cory shares his insights on scaling Ops, the evolving nature of cloud infrastructure, and the changing landscape of employment in the tech industry. Sponsors Chuck's Resume Template Raygun - Application Monitoring For Web & Mobile Apps Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Cory O'Daniel © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:08 |
https://marketplace.visualstudio.com/items?itemName=xano.xanoscript | XanoScript - Visual Studio Marketplace Skip to content | Marketplace Sign in Visual Studio Code > Programming Languages > XanoScript New to Visual Studio Code? Get it now. XanoScript xano | 1,124 installs | ( 3 ) | Free Syntax highlighting, validation, and productivity tools for XanoScript (.xs files) a domain-specific language to code and manage your Xano workspaces efficiently in VS Code. Installation Launch VS Code Quick Open ( Ctrl+P ), paste the following command, and press enter. Copy Copied to clipboard More Info Overview Version History Q & A Rating & Review XanoScript Extension for Visual Studio Code Build secure, scalable backends at lightning speed – right in VS Code or Cursor. XanoScript brings the power of Xano's unified backend platform (APIs, data, logic, secure infrastructure, and more) into your favorite code editor. Write and deploy APIs, functions, and database interactions with unprecedented speed and security. No more context-switching between tools – develop, stage, push, and collaborate seamlessly in one place. Whether you're a solo dev or part of a team, XanoScript supercharges your workflow to ship production-ready backends in minutes, not days. Xano is the leading no-code backend platform, trusted by thousands of developers and companies worldwide. With XanoScript, you get the best of both worlds: the flexibility of code with the power and security of Xano's infrastructure. Why XanoScript? Get Excited About Rapid, Secure Development Imagine hovering over code for instant insights, generating full CRUD endpoints with a single command, staging changes with diff views, and pushing to Xano in one click – all while an AI copilot helps you code smarter. XanoScript makes backend development fast, intuitive, and secure by design: Blazing-Fast Iteration : Prototype and deploy APIs without leaving your editor. Secure auth, data validation, and encryption are built-in, so you focus on features, not boilerplate. Enterprise-Grade Security : Automatic handling of auth tokens, password hashing, and access controls ensures your apps are secure from day one. AI-Powered Productivity : Let the copilot suggest code, fix bugs, and optimize logic on the fly. Seamless Xano Integration : Sync your local files with Xano's cloud – every API endpoint, function, or table becomes a manageable file in your workspace. Ready to 10x your backend speed? Let's dive in. Features in Action Instant Insights with Hover Documentation Hover over any function, keyword, or input variable to get detailed explanations, parameters, and examples. No more digging through docs – knowledge at your fingertips. Stage, Push, and Diff in One Click Stage your changes, view visual diffs against your Xano instance, and push updates instantly. Rapid CRUD Endpoint Creation Generate complete CRUD operations (Create, Read, Update, Delete) plus listing for any database table with a simple VS Code command. Instant scaffolding for your data models. Develop with AI Copilot Leverage AI to autocomplete complex logic, refactor code, or even generate an entire solution. It's like having a backend expert by your side. Plus, core features to make coding a breeze: Syntax Highlighting : Vibrant, consistent coloring for XanoScript files (.xs). Code Completion : Context-aware suggestions as you type. Error Checking and Linting : Real-time detection to catch issues early. Full Integration : Native support for Xano's database queries, API calls, and security functions. Design Philosophy XanoScript treats every Xano object (API endpoints, groups, functions, tables) as a local file. The extension syncs these with your Xano workspace, organizing them into a clean folder structure for easy navigation and version control. Installation Open VS Code (or Cursor). Go to Extensions (Ctrl+Shift+X / Cmd+Shift+X). Search for "XanoScript" and hit Install. Or grab the .vsix from our Extension's page for manual install. Usage Open a .xs file, and you're off! Connect to your Xano account via the extension settings, then start building. Quick example: a simple "Hello, World!" API endpoint. query hello_world verb=GET { description = "Returns a personalized hello world message." input { text name filters=trim { description = "Name of the person to greet." } } stack { var $message { value = "Hello, " ~ $input.name ~ "! Welcome to the world of Xano." } } response = { message: $message } history = 100 } Contact us Jobs Privacy Manage cookies Terms of use Trademarks © 2026 Microsoft | 2026-01-13T08:48:08 |
https://dev.to/new?prefill=---%0Atitle%3A%20%0Apublished%3A%20%0Atags%3A%20devchallenge%2C%20xanochallenge%2C%20ai%2C%20backend%0A---%0A%0A*This%20is%20a%20submission%20for%20the%20%5BXano%20AI-Powered%20Backend%20Challenge%5D(https%3A%2F%2Fdev.to%2Fchallenges%2Fxano-2025-11-20)%3A%20Full-Stack%2C%20AI-First%20Application*%0A%0A%23%23%20What%20I%20Built%0A%3C!--%20Provide%20an%20overview%20of%20your%20full-stack%20application%20and%20what%20problem%20it%20solves.%20--%3E%0A%0A%23%23%20Demo%0A%3C!--%20Share%20a%20link%20to%20your%20deployed%20application%20and%20include%20screenshots%20or%20videos%20showing%20your%20solution%20in%20action.%20If%20login%20is%20required%2C%20provide%20test%20credentials.%20--%3E%0A%0A%23%23%20The%20AI%20Prompt%20I%20Used%0A%3C!--%20Share%20the%20original%20AI%20prompt(s)%20you%20used%20to%20generate%20your%20backend.%20--%3E%0A%0A%23%23%20How%20I%20Refined%20the%20AI-Generated%20Code%0A%3C!--%20Describe%20how%20you%20transformed%20the%20AI-generated%20backend%20in%20Xano.%20What%20did%20you%20refactor%20to%20make%20it%20more%20scalable%2C%20secure%2C%20or%20maintainable%3F%20Include%20before%2Fafter%20code%20snippets%20to%20showcase%20your%20improvements%20(if%20applicable).%20--%3E%0A%0A%23%23%20My%20Experience%20with%20Xano%0A%3C!--%20Share%20your%20overall%20experience%20using%20Xano.%20What%20did%20you%20find%20most%20helpful%3F%20Were%20there%20any%20challenges%3F%20--%3E%0A%0A%3C!--%20Don%27t%20forget%20to%20add%20a%20cover%20image%20(if%20you%20want).%20--%3E%0A%0A%3C!--%20Team%20Submissions%3A%20Please%20pick%20one%20member%20to%20publish%20the%20submission%20and%20credit%20teammates%20by%20listing%20their%20DEV%20usernames%20directly%20in%20the%20body%20of%20the%20post.%20--%3E%0A%0A%3C!--%20Thanks%20for%20participating!%20--%3E | New Post - 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. 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https://github.com/customer-stories#start-of-content | Customer stories · GitHub Skip to content Navigation Menu Toggle navigation Sign in 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 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 }} Customer Stories Enterprise Team All stories Start a free trial Meet the companies who build with GitHub See all stories With 12,000 developers using GitHub Copilot, Accenture doubles down on GitHub’s platform. Read the story How AstraZeneca accelerates medicine discovery with GitHub and AI. Read the story Cathay embraces AI-powered development to deliver securely at scale. Read the story The world's largest developer platform Leading organizations choose GitHub to plan, build, secure and ship software. 180M+ Developers 90% Fortune 100 4M+ Organizations Businesses that utilize GitHub Enterprise: GitHub Enterprise provides an end-to-end developer platform to accelerate businesses. Industry All Advertising & Marketing Automotive Education Energy & Utilities Financial services Food & Beverage Government Healthcare & Life Sciences Manufacturing Media & Entertainment Nonprofit Professional services Real Estate Retail & ecommerce Social & Messaging Software, Hardware & Technology Telecommunications Transportation & Logistics Travel & Hospitality Feature All GitHub Actions GitHub Advanced Security GitHub Codespaces GitHub Copilot GitHub Discussions GitHub Enterprise GitHub Expert Services GitHub Issues GitHub Packages GitHub Team Region All Americas Asia Pacific Europe Middle East & Africa Size Startup Growth Enterprise Learn more about Enterprise View Enterprise stories Read more about BuzzFeed's customer story BuzzFeed BuzzFeed stays on the pulse with GitHub and DevOps-ready workflows. Read story Read more about CyberAgent's customer story CyberAgent See what inspired Junko Okuda to migrate more than 700 projects at CyberAgent to GitHub Enterprise. Read story Read more about DAZN's customer story DAZN From DevOps to recruitment, GitHub supports DAZN’s fast-growing enterprise. Read story Read more about Dominion Enterprises's customer story Dominion Enterprises Find out how over 600 developers at Dominion Enterprises use GitHub to make their work more transparent. Read story Read more about Dow Jones's customer story Dow Jones Dow Jones delivers the day’s headlines with a secure and news-ready platform developers and readers can rely on: GitHub Enterprise. Read story Read more about John Wiley And Sons's customer story John Wiley And Sons John Wiley and Sons eliminates silos and speeds development with GitHub. Read story GitHub Enterprise Duolingo empowers its engineers to be force multipliers for expertise with GitHub Copilot. Read more about Duolingo and GitHub's story Read story 25% increase in developer speed with GitHub Copilot 1m set-up time for largest repo with Codespaces 67% decrease in median code review turnaround time 70% increase in pull requests Problem Inconsistent standards and workflows limited developer mobility and efficiency, limiting Duolingo’s ability to expand its content and deliver on its core mission. Solution GitHub Copilot, Codespaces, and custom API integrations enforce code consistency, accelerate developer speed, and remove the barriers to using engineering as a force multiplier for expertise. Products GitHub Enterprise GitHub Codespaces GitHub Copilot Discover how high-growth companies innovate faster with GitHub Team. Industry All Advertising & Marketing Automotive Education Energy & Utilities Financial services Food & Beverage Government Healthcare & Life Sciences Manufacturing Media & Entertainment Nonprofit Professional services Real Estate Retail & ecommerce Social & Messaging Software, Hardware & Technology Telecommunications Transportation & Logistics Travel & Hospitality Feature All GitHub Actions GitHub Advanced Security GitHub Codespaces GitHub Copilot GitHub Discussions GitHub Enterprise GitHub Expert Services GitHub Issues GitHub Packages GitHub Team Region All Americas Asia Pacific Europe Middle East & Africa Size Startup Growth Enterprise Learn more about Team View Team stories Read more about Trustpilot's customer story Trustpilot Global review platform Trustpilot uses GitHub Team to build a better product, faster, with 300 releases per week. Read story Read more about Buffer's customer story Buffer Buffer goes from siloed to synced for better production releases. Read story Read more about Cesium's customer story Cesium Cesium leverages an open source community to support the development of 3D geospatial applications. Read story Read more about Knock's customer story Knock Knock pivots to new products, with the help of GitHub’s fast, flexible developer workflows. Read story Read more about Tray.io's customer story Tray.io GitHub Team helps the general automation platform build, package, and deploy code faster than ever. Read story Read more about Sketch's customer story Sketch Sketch streamlines their workflows to provide teams with a comprehensive digital design editor. Read story Here's what software leaders have to say about GitHub Testimonials from our developers. 1 / 4 1 of 4 “ At Uber, we continuously strive to improve our developer experience. We migrated code hosting and review to GitHub and are adopting GitHub Copilot to boost overall developer productivity. Ali-Reza Adl-Tabatabai Senior Director of Engineering @ Uber “ GitHub's endless plug-ins, beautiful UI, and optimized workflows make devs happy. Happy and empowered engineers write the best code, make better decisions, and have more time to innovate. Jen Peck Senior Director of Engineering @ Redfin “ GitHub Copilot will bring huge benefits to our engineering teams by reducing the amount of time spent on boilerplate code, keeping the teams in their flow state, allowing them to ship high-quality products to market faster. Santosh Lolyeker VP, Engineering Fellow @ Veritas “ With GitHub Enterprise, we have alleviated engineering overhead at Costco, enabling our engineers to focus on innovating. Avdesh Rai Enterprise Solutions Engineer @ Costco What will your story be? 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Terms Privacy (Updated 02/2024) 02/2024 Sitemap What is Git? Manage cookies Do not share my personal information GitHub on LinkedIn Instagram GitHub on Instagram GitHub on YouTube GitHub on X TikTok GitHub on TikTok Twitch GitHub on Twitch GitHub’s organization on GitHub English English Português (Brasil) Español (América Latina) 日本語 한국어 You can’t perform that action at this time. | 2026-01-13T08:48:08 |
https://github.com/resources/whitepapers/how-to-capture-ai-driven-productivity-gains-across-the-sdlc?utm_source=github&utm_medium=banner&utm_campaign=WW-FY26Q2-WW-GarterReport-18991230&utm_content=GartnerReport | How to Capture AI-Driven Productivity Gains Across the SDLC · GitHub Skip to content Unlock AI’s true impact across the SDLC. Explore key findings from Gartner®. Navigation Menu Toggle navigation Sign in 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 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 }} Ebooks & Whitepapers Whitepaper How to Capture AI-Driven Productivity Gains Across the SDLC December 5, 2025 Get the analysis Discover the Gartner® roadmap for achieving 25% to 30% productivity gains by applying AI across the entire software development lifecycle. AI is transforming software development, yet many organizations still struggle to see meaningful productivity gains. Gartner reports that nearly half of developers experience only 10 percent or less improvement, even as AI adoption grows. Gartner explains that task level time savings rarely translate into real productivity because micro-efficiencies are lost to fragmented schedules, rework, and coordination. To achieve measurable impact, teams must redirect these savings into improved software quality, greater capacity, and higher value work. The research shows the greatest impact of AI is achieved when applied beyond coding, especially to high-value, low-efficiency areas of the software development lifecycle, including: Refactoring and code migrations Understanding and improving legacy code Generating and maintaining documentation Enhancing and automating testing Supporting upstream activities such as requirements gathering and ideation Gartner predicts that by 2028, teams that apply AI across the SDLC will achieve 25 to 30 percent productivity gains, compared to the 10 percent typically seen with code focused use. Read the Gartner report to learn how engineering leaders can move from fragmented time savings to meaningful, system level productivity improvements. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved. Gartner, How to Capture AI-Driven Productivity Gains Across the SDLC , Philip Walsh, Keith Mann, April 11, 2025. Share Copy link to share Share on Facebook Facebook Share on X X (formerly Twitter) Share on LinkedIn LinkedIn Tags AI Wondering how GitHub can help your business? 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https://dev.to/hereisnaman | Naman Kumar - 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 Follow User actions Naman Kumar Engineering @ProductHunt Location New Delhi, India Joined Joined on Sep 7, 2019 Email address naman@outlook.in Personal website https://naman.sh github website twitter website Work Software Engineer at Product Hunt Six Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least six years. Got it Close Five Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least five years. Got it Close Writing Debut Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge. Got it Close Four Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least four years. Got it Close Three Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least three years. Got it Close Two Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least two years. Got it Close One Year Club This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least one year. Got it Close More info about @hereisnaman Post 2 posts published Comment 4 comments written Tag 26 tags followed Logical OR (||) vs Nullish Coalescing Operator (??) in JavaScript Naman Kumar Naman Kumar Naman Kumar Follow Apr 22 '20 Logical OR (||) vs Nullish Coalescing Operator (??) in JavaScript # node # javascript # opensourc 54 reactions Comments 4 comments 1 min read Want to connect with Naman Kumar? Create an account to connect with Naman Kumar. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in A minimal authorization policy builder for NodeJs Naman Kumar Naman Kumar Naman Kumar Follow Apr 14 '20 A minimal authorization policy builder for NodeJs # npm # node # javascript # authorization 11 reactions Comments Add Comment 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 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 | 2026-01-13T08:48:09 |
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https://dev.to/thormeier/something-new-every-now-and-then-trying-brunch-109 | 🕵️Something new every now and then: Trying Brunch🍴 - 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 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 Pascal Thormeier Posted on Mar 20, 2021 🕵️Something new every now and then: Trying Brunch🍴 # javascript # webdev # node # operations (Those food-related posts of mine are getting out of hand...) I wasn't sure what to write about this week. I didn't learn that much new stuff, I didn't know what I could share with you. So I thought: "Why not try something I don't know yet and document that for a change?" Which is what I did. I went to a popular search engine™ and typed the words "top build tools for JS in 2021" and clicked the first link I saw. Webpack? Meh. Gulp? I'm sure people still use it, but I haven't used it in years, doesn't qualify. Grunt? Same. Parcel and rollup? Yeah, used before, liked them, but not unknown enough. Brunch? Never heard of that. Perfect. Let's get a first glance The website looks promising: Seeing your build tool in nightmares? Try Brunch! Brunch lets you focus on what matters most — solving real problems instead of messing around with the glue. Alright! I head over to the Github repository to see if that thing is still active. Last commit on Feb 18th 2021. Sounds maintained. Issue count? 143 at the time I'm writing this. Perhaps I'll run into some of those, but hey: Don't say no until you've tried it, right? I'll try to build a small website, including Tailwind (with PostCSS) and AlpineJS. Not getting started with "getting started" Off we go, then. I usually don't read the entire documentation of a thing first, I want to get my hands dirty. So, let's npm init a small project and npm i a few packages, so the tool has something to actually bundle up. Namely tailwindcss and alpinejs . I also install brunch, because, well, yeah. Aaaaand, I should've started reading the docs first. Apparently I would have needed to install brunch globally and create projects with it. I've got two options now: rm -rf the project directory and doing it from scratch or try to somehow muddle it in place. Did I mention that I like to get my hands dirty? Guess which option I opted for. Off to the docs. Apparently, all that the init command does is cloning a repository from Github . So I can basically copy/paste a few things from there and I'm good, right? Let's do just that. I need some additional packages: npm i --save-dev auto-reload-brunch babel-brunch babel-preset-latest clean-css-brunch uglify-js-brunch Enter fullscreen mode Exit fullscreen mode So far so good. npm audit tells me that there's only one low severity vulnerability in auto-reload-brunch . That shouldn't affect me much, since the auto reload stuff will not end up in a built version anyways, hopefully. Now the project root needs a brunch-config.js file. I also copy/paste the one from that repo: // See http://brunch.io for documentation. exports . files = { javascripts : { joinTo : { ' vendor.js ' : /^ (? ! app ) / , // Files that are not in `app` dir. ' app.js ' : /^app/ } }, stylesheets : { joinTo : ' app.css ' } }; exports . plugins = { babel : { presets : [ ' latest ' ]} }; Enter fullscreen mode Exit fullscreen mode Wait. // See http://brunch.io for documentation. Enter fullscreen mode Exit fullscreen mode Yeah, yeah, I know... Ok, according to the skeleton I now need an app folder that contains a single JS file to start working with and a CSS file. Also an assets folder that contains an index.html. I wouldn't exactly consider HTML files assets, but hey. Maybe it does have an advantage. Copy/paste it is again. In theory, this should be enough to get the app running, right? Let's try it, shall we? Drumroll please... Alrighty, that looks hella promising! Ok, the logo doesn't load, but all in all, it works. The vendor error you see was a mistake I did. A typo in the config. Let's try that reloading module: This base setup caught me by surprise: 70-100ms for a rebuild? That's pretty darn fast! This thing looks really promising up until now. Get some plugins in there Most of the "oh so simple and fast" tools have some disadvantage somewhere. Some booby-trap that will kill most of its advantages. I wonder where brunch's is. Maybe it's in the plugins? Let's see. I need a PostCSS plugin anyways, otherwise I won't get Tailwind to work properly. The brunch website has a nice searchable list of plugins where I can find a postcss plugin that hasn't been touched since Dec 2019. Well, what could go wrong, right? Install, add Tailwind and see what happens. Apparently, adding these lines to the plugins config should, in theory, work: // ... postcss : { processors : [ require ( ' tailwindcss ' )( ' ./tailwind.config.js ' ) ] } // ... Enter fullscreen mode Exit fullscreen mode I also added an empty tailwind.config.js . Let's adjust the index.html file in the assets (I still don't get why it belongs there ) a bit to actually use tailwind: <!DOCTYPE html> <head> <meta charset= "utf-8" > <meta name= "viewport" content= "width=device-width" > <title> Brunch </title> <link rel= "stylesheet" href= "/app.css" > <script src= "/vendor.js" ></script> <script src= "/app.js" ></script> <script> require ( ' initialize ' ); </script> </head> <body> <div class= "container my-16 mx-auto" > <h1 class= "text-4xl mb-4" > Hello, World! </h1> <p class= "text-xl mb-4" > Lorem ipsum dolor sit amet </p> </div> </body> Enter fullscreen mode Exit fullscreen mode Reload, aaaand: No errors, no nothing, it works. Ok, the compile time got up to 7.4s, but that's not brunch's fault! I added Tailwind into the mix. I wonder how slow I can get it by introducing Alpine as well: import 'alpinejs' Enter fullscreen mode Exit fullscreen mode 8.2s - not too bad. Given that most of overhead is probably babel, brunch holds up to its promises of being fast. The shown compile time is still between 80 and 100ms, which is pretty darn fast. Summary (After working with it for another 10 minutes...) I'm pretty certain that this thing holds up to its promises. It doesn't deliver much out of the box, but the loads of plugins out there are more than enough to get a lot of stuff done pretty quickly. The configuration part is actually what I've found most impressing: These two configs basically achieve the same outcome. The style of config reminds me of what Nuxt does with Webpack: It's more of a declarative style than an imperative one. All in all, brunch seems to be a solid build tool that is pretty extensible with loads of plugins. I still expect to run into one of the 143 issues open on Github, but not any time soon. It's blazing fast and does auto-reloading out of the box (although it feels a bit shaky when editing HTML). I'm not sure how well adopted brunch is right now, but it seems to be maintained, so for small projects I work on alone, I might as well use brunch! I hope you enjoyed reading this article as much as I enjoyed writing it! If so, leave a ❤️ or a 🦄 ! I write tech articles in my free time and like to drink coffee every once in a while. If you want to support my efforts, buy me a coffee ☕ or follow me on Twitter 🐦 ! You can also support me directly via Paypal ! Top comments (3) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand YJDoc2 YJDoc2 YJDoc2 Follow A student interested in OS, Compilers and general theory of relativity Joined Sep 14, 2020 • Mar 21 '21 Dropdown menu Copy link Hide Hey, great post! I hadn't heard about brunch, but this was a nice introduction about it :) I was wondering have you checked snowpack? I haven't used it much, but recently I was trying out svelte , and got to know about it. It promises to do some really cool things. ( As I said, I personally haven't tried it though.) If you check it out, I'd like to know your thoughts on that (maybe even a blog ;) ) Thanks for the post :) Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Pascal Thormeier Pascal Thormeier Pascal Thormeier Follow Passionate full stack developer, course author for Educative, book author for Packt. Find my work and get to know me on my Linktree: https://linktr.ee/thormeier Location Switzerland Education BSc FHNW Computer Science (iCompetence) Pronouns he/him Work Software Developer GIS at Canton of Zurich Joined Jul 20, 2020 • Mar 21 '21 Dropdown menu Copy link Hide Thank you so much, glad you liked it! I've heard very little about snowpack and haven't tried it yet, so might as well give it a shot. In the worst case I've found a way that doesn't work, but that's still already new knowledge, right? :D Thank you for your suggestion, I really could write about that :) Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Joseph Waggoner Joseph Waggoner Joseph Waggoner Follow I want to connect, learn, and grow together. Joined Apr 5, 2025 • Apr 22 '25 Dropdown menu Copy link Hide Love the exploratory approach you took here! It’s always refreshing to dive into lesser-known tools like Brunch and document the journey—especially when the performance surprises you in a good way. While you were experimenting with new build tools, I’ve been digging into the GlutenFreeDine site for practical tips on healthy eating. Just like discovering Brunch was a pleasant surprise for you, finding a reliable resource like that has been super helpful for my gluten-free journey! Like comment: Like comment: 1 like Like Comment button Reply 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 Pascal Thormeier Follow Passionate full stack developer, course author for Educative, book author for Packt. Find my work and get to know me on my Linktree: https://linktr.ee/thormeier Location Switzerland Education BSc FHNW Computer Science (iCompetence) Pronouns he/him Work Software Developer GIS at Canton of Zurich Joined Jul 20, 2020 More from Pascal Thormeier The Mythical One-Fits-All Build Tool Plugin 🦄 (It Actually Exists) # typescript # javascript # webdev # programming Old School Tech: How to Animate The Classic DVD Logo Bouncing 📀📐 # webdev # showdev # javascript # programming Coding with crustaceans?🦐 - CodeLobster IDE🦞 review # webdev # programming # review # tooling 💎 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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https://github.com/security/advanced-security/secret-protection?locale=ja | GitHub Secret Protection · GitHub Skip to content Navigation Menu Toggle navigation サインイン 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 }} GitHubセキュティ Navigation menu GitHub Advanced Security シークレット保護 コードセキュリティ サプライチェーンセキュリティ プランと価格 GitHub Secret Protection シークレットは秘密のままに GitHub周辺を継続的に監視するGitHub Secret Protectionは、露出の防止、認証情報の保護、セキュアなリリースに役立ちます。 デモを申し込む プランと価格をチェック What is GitHub Secret Protection? 440万 2024年、GitHubでは440万件のシークレット漏洩が阻止されました 150+ 開発者コミュニティのリスクを緩和するために、150を超える業界パートナーが連携しています 3,900万 2024年、Secret Protectionによって3,900万件のシークレット漏洩が検出されました リポジトリの全体で シークレットの偶発的な露出を防ぐ 漏洩は発生する前にブロック プッシュ保護は、シークレットがリポジトリにプッシュされる前にシークレットを自動的にブロックし、ワークフローを中断させることなくコードをクリーンな状態に保ちます。 他のツールが見逃す脅威を発見 シークレット スキャンを使用して、GitHub Issues や GitHub Discussions などにあるシークレットを検出します。有効性チェックやパブリック リークといったメタデータは、アクティブな脅威の優先順位付けに役立ちます。 難しい作業はGitHub Copilotに任せる GitHub Copilot は、偽陽性を生じることなく、パスワードなどの把握しにくいシークレットを見つけます。従来のシークレット検出機能では見つけられないシークレットを検出することで、セキュリティを強化しましょう。 適用を標準化してコンプライアンスをシンプルに プッシュ保護のために委任されたバイパス、アラート無視の制限、組み込みのイネーブルメント設定といったポリシーを管理して、セキュリティの適用を大規模に簡素化しましょう。 グローバルなセキュリティパートナーシップによる運営 GitHubは150を超えるプロバイダーと連携 してリスクを緩和し、最高レベルの検出精度を確保しています。 シークレットスキャンパートナープログラムの詳細はこちら 誰にとってもより安全なコード オープンソースプロジェクトをセキュア化しているか、エンタープライズコードベースを強化しているかにかかわらず、Secret Protectionはシークレットがコードに紛れ込むのを防ぐために役立ちます。 デモを申し込む プランと価格をチェック 導入に役立つ学習リソース 開発者ファーストのアプリケーションセキュリティを理解する アプリケーションセキュリティの現状を学びましょう。 ウェビナー動画を見る DevSecOpsガイドを調べる DevSecOps を使用して、初日からコードにセキュリティを組み込む方法を学びましょう。 ホワイトペーパーを読む アプリケーションセキュリティの落とし穴を回避する アプリケーションセキュリティの一般的な落とし穴と、それらを回避する方法を探りましょう。 ホワイトペーパーを読む よくある質問 GitHub Secret Protectionとは何ですか? GitHub Secret Protection は、シークレット漏洩をリアルタイムで継続的に検出して阻止し、プッシュ保護を使用して機密性の高い認証情報のリポジトリへのプッシュをプロアクティブにブロックします。格段に低い偽陽性率と、約 150 のサービス プロバイダーとの統合によって、認証情報の迅速な取り消しとローテーションを可能にし、開発生産性を向上させます。 シークレットリスク評価とは何ですか? シークレット リスク評価は、組織の GitHub リポジトリ全体での包括的なシークレット漏洩フットプリント概要を無料で提供します。外部にさらされたシークレットについてリポジトリを分析することで、管理者や開発者が潜在的なセキュリティ リスクへの露出状況を理解できるようにし、修復に関する実行可能なインサイトを提供します。 プッシュ保護とは何ですか? プッシュ保護は、シークレットやトークンなどの極秘情報が、最初からリポジトリにプッシュされないようにするために設計されています。プッシュプロセス中にコードをプロアクティブにスキャンしてシークレットを探し、シークレットが検出された場合はプッシュをブロックします。 プッシュ保護のために委任されたバイパスとは何ですか? 委任されたバイパスは、開発者がプッシュ保護をバイパスするための承認プロセスを導入します。プッシュ保護ブロックをバイパスすることを選択するユーザーは、指定されたレビューアー グループにリクエストを提出して、リスクを伴うシークレットが誤って漏洩することがないようにする必要があります。 シークレットスキャンの有効性チェックとは何ですか? 有効性チェックは、検出されたシークレットが現在もアクティブかどうかを判断するために役立ち、開発者やセキュリティ チームが対応の優先順位付けを効果的に行えるようにします。シークレットがフラグされると、システムがその有効性を検証して、シークレットがアクティブか非アクティブかを確認します。 シークレットスキャンパートナーシッププログラムとは何ですか? シークレット スキャン パートナーシップ プログラムでは、GitHub がパブリック リポジトリと npm パッケージをスキャンして外部にさらされたシークレットを検出できるようにすることで、サービス プロバイダーがそれぞれのトークン フォーマットをセキュア化できます。パブリック リポジトリ内でシークレットが発見されると、GitHub がサービス プロバイダーにアラートを直接送信するので、サービス プロバイダーはアラートを検証して適切な措置を講じることができます。 Site-wide Links 開発者ニュースレターをサブスクライブする ヒント、テクニカルガイド、ベストプラクティスを受け取りましょう。毎月 2 回。 サブスクライブ プラットフォーム 機能 Enterprise Copilot AI セキュリティ 価格 Team リソース ロードマップ GitHub を比較する エコシステム 開発者 API パートナー 教育 GitHub CLI GitHub Desktop GitHub Mobile GitHub Marketplace MCP Registry サポート ドキュメント コミュニティフォーラム プロフェッショナルサービス プレミアム サポート スキル 状況 GitHub へのお問い合わせ 会社 GitHubについて GitHub を使用する理由 お客様の事例 ブログ ReadME プロジェクト キャリア ニュースルーム インクルージョン 社会的インパクト ショップ © 2026 GitHub, Inc. 規約 プライバシー (2024 年 2 月更新) 02/2024 サイトマップ Gitとは何ですか? Cookies を管理する 個人情報の共有を禁止する GitHub on LinkedIn Instagram GitHub on Instagram GitHub on YouTube GitHub on X TikTok GitHub on TikTok Twitch GitHub on Twitch GitHub’s organization on GitHub 日本語 English Português (Brasil) Español (América Latina) 日本語 한국어 You can’t perform that action at this time. | 2026-01-13T08:48:09 |
https://www.telerik.com/products/aspnet-ajax.aspx | 120+ ASP.NET AJAX Components | Telerik UI for ASP.NET AJAX J oin the Progress AI Observability Platform Early Access Program - o bserve, evaluate and improve your AI agents ! skip navigation Telerik UI for ASP.NET AJAX Product Bundles DevCraft All Telerik .NET tools and Kendo UI JavaScript components in one package. 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Video Telerik AI Component Assistant - Overview Exceptional Developer Experience Telerik UI for ASP.NET AJAX streamlines your workflow without slowing you down Legendary support from the engineers who build the library Detailed technical and design documentation IDE-integrated AI Coding Assistant Easy integration thanks to a consistent API Leading edge performance for data-heavy apps Responsive UI components Regular releases, new components, features and bug fixes Internationalization & localization Get Started An ASP.NET AJAX Component Library Built for Accessibility Telerik UI for ASP.NET AJAX components offer unmatched built-in accessibility and comply with WCAG 2.1, WAI-ARIA and Section 508. More About ASP.NET AJAX Accessibility Explore All 120+ ASP.NET AJAX UI Components 120+ high-performant WebForms components, over 20 built-in skins , and ThemeBuilder . 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Perpetual: One-time purchase includes renewable one year support and maintenance See All Telerik UI for ASP.NET AJAX $ 749 849 1,249 per developer, per year The Subscription Plan Includes: AI Coding Assistant New Choose support Priority Support Lite Support 72h response time and up to 10 support incidents $749 Recommended Priority Support 24h response time and unlimited number of support incidents $849 Ultimate Support Everything in Priority Support + phone support and remote web assistance $1,249 Buy Now Buy Now Buy Now 120+ Web Forms UI components for any app scenario Document processing libraries DevCraft UI $ 1,149 per developer, per year The Subscription Plan Includes: Page Templates and Building Blocks are available for Kendo UI for Angular, KendoReact and Telerik UI for Blazor. Page Templates Building Blocks ThemeBuilder Tool AI Coding Assistants New Lite support 72h response time 10 support incidents Learn More Buy Now .NET and JavaScript UI components for web, desktop and mobile Document processing libraries Telerik and Kendo UI Kits for Figma Page Templates, Buidling Blocks & ThemeBuilder Ultimate DevCraft Complete $ 1,299 per developer, per year The Subscription Plan Includes: Page Templates and Building Blocks are available for Kendo UI for Angular, KendoReact and Telerik UI for Blazor. Page Templates Building Blocks ThemeBuilder Tool AI Coding Assistants New Agentic UI Generator New Priority support 24h response time Unlimited number of support incidents Learn More Buy Now .NET and JavaScript UI components for web, desktop and mobile Document processing libraries Embedded reporting for web and desktop Mocking solution for rapid unit testing Page Templates, Buidling Blocks & ThemeBuilder Ultimate Single sign-on (SSO) DevCraft Ultimate $ 1,649 per developer, per year The Subscription Plan Includes: Page Templates and Building Blocks are available for Kendo UI for Angular, KendoReact and Telerik UI for Blazor. Page Templates Building Blocks ThemeBuilder Tool AI Coding Assistants New Agentic UI Generator New Ultimate support Everything in Priority Support Phone support Remote web assistance Ticket pre-screening Issue escalation Learn More Buy Now .NET and JavaScript UI components for web, desktop and mobile Document processing libraries End-to-end report management solution Embedded reporting for web and desktop Mocking solution for rapid unit testing ThemeBuilder Enterprise See All Telerik UI for ASP.NET AJAX $ 999 1,099 1,499 1,548 1,648 2,048 per developer, renewable at 50% of the list price per developer Subscription Only: AI Coding Assistant New Choose support Priority Support Lite Support 72h response time and up to 10 support incidents $999 $1,548 Recommended Priority Support 24h response time and unlimited number of support incidents $1,099 $1,648 Ultimate Support Everything in Priority Support + phone support and remote web assistance $1,499 $2,048 Buy Now Buy Now Buy Now Buy Now Buy Now Buy Now 120+ Web Forms UI components for any app scenario Document processing libraries DevCraft UI $ 1,499 per developer, renewable at 50% of the list price Subscription Only: Page Templates Building Blocks ThemeBuilder Tool AI Coding Assistants New Lite support 72h response time 10 support incidents Learn More Buy Now .NET and JavaScript UI components for web, desktop and mobile Document processing libraries Telerik and Kendo UI Kits for Figma Page Templates, Buidling Blocks & ThemeBuilder Ultimate DevCraft Complete $ 1,699 per developer, renewable at 50% of the list price Subscription Only: Page Templates Building Blocks ThemeBuilder Tool AI Coding Assistants New Agentic UI Generator New Priority support 24h response time Unlimited number of support incidents Learn More Buy Now .NET and JavaScript UI components for web, desktop and mobile Embedded reporting for web and desktop Mocking solution for rapid unit testing Document processing libraries Page Templates, Buidling Blocks & ThemeBuilder Ultimate Single sign-on (SSO) DevCraft Ultimate $ 2,199 per developer, renewable at 50% of the list price Subscription Only: Page Templates Building Blocks ThemeBuilder Tool AI Coding Assistants New Agentic UI Generator New Ultimate support Everything in Priority Support Phone support Remote web assistance Ticket pre-screening Issue escalation Learn More Buy Now .NET and JavaScript UI components for web, desktop and mobile End-to-end report management solution Embedded reporting for web and desktop Mocking solution for rapid unit testing ThemeBuilder Enterprise See Detailed Comparison The companies that trust Telerik and Kendo UI products include: We moved to Telerik ASP.NET AJAX controls from another control suite, and were immediately pleased with the ease of implementation. The RadGrid control is so simple to use, requiring just a few lines of code as compared with other vendors. Support for language localization was a must for us as well, and Telerik provided that. Support has been excellent, and I love the prevalence of articles that can be found online for self-support. The Telerik Demo website makes learning advanced implementation concepts very easy. By wrapping each Telerik control with our own preferences, we were able to quickly standardize usage across the enterprise. The flexibility is great, and adaptation for new developers has been very quick. Thanks Telerik for a great product! Tony Pirkle Chief Technology Officer, MediTract, Inc. I've discovered the BEST quality of Telerik! You can always count on them. I've NEVER before found a support team like theirs. They resolve problems as if they were a colleague of yours! Davide Giavazzoli Information Architect, E-Project I'm working with the UI for ASP.NET AJAX for the past three years. These controls saved my team countless hours, enabling us to focus on the business requirements and much less on the user interface. The AJAX enabled controls are fast and easy-to-use. Ami Solomon Lead Technical Architect, American Express Telerik UI for ASP.NET AJAX is incredible. The design is perfect. From the very first e-mail, the service is fantastic. Huge selection of templates, and a creative selection of functional features. The suite is the best of its kind! Mike Evstifeev Software Developer, Kvadro UI for ASP.NET AJAX has saved our team literally man years of coding/testing. Hands down one of the best control libraries out there. Excellent quality. Excellent documentation. You cannot go wrong buying components from Telerik. Erik Hoffmann Software Developer, ekhweb.com Telerik UI for ASP.NET AJAX makes it really easy to create grids and charts with just a few clicks. The results are quick, clean and beautiful. This is exactly what a Web Developer asks for: performance, simplicity, and clean code. Pierre-Steve Girard Software Developer, Clemex Technologies Inc I have been using your controls now for the last 2 years. The support has been exceptional. The controls are easy to use and I highly recommend them. Wikus Hattingh Director, EMWIN Systems (Pty) Ltd The time spent building web pages for my web project was cut by 50% using Telerik UI for ASP.NET AJAX. The return on investment was way higher than the cost of the ASP.NET suite itself. I've been in the IT business for more than 17 years, and Telerik offers the best customer support. Richard Martin Web Developer, L'AGENCE DE LA SANTÉ ET DES SERVICES SOCIAUX DE LANAUDIÈRE See Telerik UI for ASP.NET AJAX Demo Apps Check out these runnable sample apps built with Telerik UI for ASP.NET AJAX and get the source code. Sales Dashboard App With the ASP.NET AJAX sales dashboard samples application you will learn how to use some of Telerik’s most powerful controls such as Grid, Chart, ListView, etc. TripExpert App TripExpert is a powerful travel planning app, allowing users to explore, filter, and book unique destinations, tours and attractions around the world. Rent-a-Car App Learn how to integrate and localize multiple WebForms components, and how to use the Telerik free object relational mapper to generate the data access layer of the application. Awards Telerik is proud to hold the following industry awards. G2 Leader Enterprise Grid Summer 2025 G2 Leader Highest User Adoption Summer 2025 G2 EMEA Regional Leader Summer 2025 G2 Users Love Us More Tools to Simplify Your ASP.NET AJAX Development Visual Studio Extensions Create new projects and leverage advanced tools Embedded Reporting Complete Embedded Reporting for Web and Desktop Apps Video Course The quickest way to get started with ASP.NET AJAX Visual Studio Integration Maximize your efficiency with the Telerik UI for ASP.NET AJAX extension for Visual Studio. The extensions handle major points in ASP.NET AJAX development, including project creation, conversion and configuration, project upgrade, common scenario page creation and toolbox configuration. Learn more Embedded Reporting Transforming raw data into actionable insights is the core function of reporting. Simplify development workflow with intuitive embedded reporting tool that help developers to enable business users to easily create, edit and view reports on their own. Embed Reporting into Blazor, Angular, ASP.NET Core/MVC, ASP.NET AJAX and more apps. Visit the following pages for more information: Learn more Telerik Reporting Explore Embedded Reporting for Business Users Check out Report Designers Check out Report Viewers Video Course Telerik courses on YouTube provide step-by-step video tutorials for a variety of .NET and JavaScript products. It is the perfect place to get started with Telerik UI for ASP.NET AJAX and accelerate your onboarding process. From installation to advanced features, this video course equips you with the essential skills and knowledge to kickstart your ASP.NET AJAX journey. Learn More Ready To Explore ASP.NET AJAX? Get Started 30-day FREE trial. Free technical support during your trial. No credit card required. Buy Now ASP.NET AJAX UI Components are also included in Telerik DevCraft bundles. Learn more . 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https://dev.to/pcraig3/cloud-run-vs-app-engine-a-head-to-head-comparison-using-facts-and-science-1225#pivoting-to-google-cloud-platform-gcp | Cloud Run vs App Engine: a head-to-head comparison using facts and science - 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 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 Paul Craig Posted on Nov 12, 2020 • Edited on Nov 27, 2020 Cloud Run vs App Engine: a head-to-head comparison using facts and science # cloud # googlecloud # docker # serverless For low-traffic applications, Cloud Run is dramatically cheaper than App Engine. Abstract I was hosting a small web app as a side-project and looking to spend less money. I started out using Heroku, then moved to Google’s Cloud Platform. Using rigorous methods and markdown tables, I performed a science-inspired “how much does this cost?” comparison between App Engine and Cloud Run. This study finds that Cloud Run is usually the best option , although if you have money to burn are a “price insensitive consumer,” then App Engine is a bit zippier. Introduction Imagine you have a side-project-type web app and you’re looking to host it on Google’s Cloud Platform (GCP) but you don’t want to spend too much ca$h. Which GCP service do 4 out of 5 scientists recommend? Let’s find out. Background My incredible journey went basically thus: I built a small express app for upcoming Canadian holidays and wanted cheap but usable hosting. Initially, I was using Heroku’s $7/month Hobby Plan because at the end of the day month, it’s only $7. (ie, that’s like 3 coffees: ‘a coffee’ being the base unit of diminutive purchases.) Heroku was really easy to get going with, to integrate with GitHub Actions , and to ssh into when I needed to fiddle with something. But around month five, it dawned on me that it was going to cost $7/month for the rest of my life, so I started looking for other options. Pivoting to Google Cloud Platform (GCP) GCP was the cloud vendor with the most bonus cash on sign-up, so I figured that was a pretty neutral and unbiased reason to pick it. However, as a hapless first-time user, there are a lot of “ solutions ” to choose from. It seems like you’re not a real cloud vendor unless you can bury newcomers under an avalanche of vaguely differentiated products with abstract geometrical logos, so a straightforward question like “where do I host a basic express app?” didn’t have an obvious answer. Cutting through the media bias with facts and logic, I was able to narrow it down by following the research methodology of googling “ google cloud how do I host express app ”. The two options that popped up were: App Engine Cloud Run Both services will run apps and I had an app to run. Seemed perfect: they anticipated me like how I anticipated Canadians are looking for information about holidays. Methodology By signing up, I was granted 300 (!!) GCP bucks, and as a long-time government employee I knew this meant I had to find a creative way to spend it before the end of the fiscal year. Are you thinking what I’m thinking? Let’s run a research study! (This is where the science comes in.) My research question was “Should I use App Engine or Cloud Run to host my fun but unprofitable app?”, and to investigate that I opted for the immersion method where I would assume the role of a developer trying to host an app on Google Cloud. Setup As a precursor, I needed to set up my app on both services simultaneously. For the initial setup, I used the Quickstart material provided by Google at no cost to embedded researchers like me. (Both Quicks-start are pretty easy to follow once you have the gcloud command-line tools installed .) Overview: App Engine (AE) Node.js Quickstart for App Engine On AE, my express app runs as a node process, like booting it up with npm start locally. AE is a traditional hosting platform: it runs continuously and serves requests as they come in. At the end of the month, you pay for the amount of time it was running, which is typically “the entire month”. Overview: Cloud Run “Build and Deploy” Quickstart for Cloud Run Cloud Run runs containers, so for each release you have to build a container and push it to GCP. Unlike App Engine, Cloud Run only runs when requests come in, so you don’t pay for time spent idling. Containerized apps are more portable but not always something you focus on during development. It’s worth noting that the Cloud Run Quickstart provides 9 example Dockerfiles depending on your language of choice. (I used the Node.js one as a basis.) Simulating traffic At this point in the study, I had 2 instances of my app running: In App Engine: https://hols-ae.nn.r.appspot.com/ In Cloud Run: https://hols-hzlcxvebra-ue.a.run.app/ Because real applications have real traffic, I set up a ping service to send requests to each site exactly once every 47 minutes for the rest of time, just like how a Real Human Being™️ would browse. Having completed my setup, it was time to let the experiment run its course, so I passed the time doing highly academic things like rinsing noobs at dominion.games . Duration 2 months. Findings There were 2 principal findings of the study. For a low-traffic application, Cloud Run is dramatically cheaper than App Engine App Engine seems to respond slightly faster 1. Ongoing costs — Cloud Run wins ✅ Cloud Run App Engine Heroku Hobby Plan Monthly cost $0.09 $11.29 $7.00 Wow. App Engine runs 24/7 for the entire month whereas Cloud Run only runs when serving requests, and the difference is startling. Previously, I had been paying $7 a month for Heroku’s Hobby Plan . App Engine would cost me about 50% more Cloud Run costs 99% less , oh my goodness So basically it’s a blowout win for Cloud Run here. 2. Request latency — App Engine (usually) wins ✅ I also used some online speed test tools to measure the response times of my 2 instances. The results weren’t totally consistent, but App Engine generally responded more quickly. Pingdom Speed test (Results of 3 runs from São Paulo) Cloud Run App Engine Run 1 632 ms 471 ms Run 2 485 ms 568 ms Run 3 562 ms 470 ms Average 559 ms 503 ms Here we see App Engine responding on average 56 ms faster than Cloud Run (although in 1 case, Cloud Run was faster). The huge caveat here is that these times vary widely between runs, sometimes tripling or quadrupling depending on Who The F*ck Knows. WebPageTest (Results of 3 runs using “3G” download speed.) Cloud Run App Engine Run 1 5.217 s 5.010 s Run 2 5.310 s 4.922 s Run 3 5.353 s 5.089 s Average 5.293 s 5.007 s Again, keep in mind that these numbers shift around between runs. Why is App Engine faster? This isn’t totally clear to me, but I can speculate. The one measurable difference I noticed is that that the total request size from Cloud Run was larger because it doesn’t gzip files by default. Cloud Run App Engine Page size 125.8 KB 119.4 KB The Pingdom Speed Test for Cloud Run recommended I Compress components with gzip , and looking through the requests, my combined .js assets are indeed about 6 KB larger. Downloading bigger files makes your site slower, but I don’t think that’s the whole story. The big difference between the two services is that Cloud Run doesn’t run your container unless it’s getting requests. When a request comes in, it does 3 things: boots up the container serves the request shuts down the container It seems likely that the extra time needed to boot up the container adds to the total request time, leading to an average slower response time from Cloud Run. Of course, you also save a lot of money doing it this way, so the tradeoff here is whether you care more about optimizing your speed or your cost. Findings For me, the findings are decisive. If you’re a hobbyist developer and you want to host your fun app for next-to-free, you should definitely use Google Cloud Run. However, if money is no object, then you can pay exponentially more per month for a marginal speed boost on App Engine. Further reading Read more about why Google Cloud Run is better than other hosting options For an excellent intro to Docker, check out this excellent guide by Robert Cooper Check out Google’s “Build and Deploy” Quickstart for Cloud Run Use Github Actions to deploy automatically to Cloud Run Top comments (29) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ashish “Logmaster” Boston Ashish “Logmaster” Boston Ashish “Logmaster” Boston Follow Joined Jan 4, 2021 • Jan 4 '21 Dropdown menu Copy link Hide Your app-engine was setup to "autoscale" hence the instance would stay up constantly costing you $. If you changed it to "basic" auto-scaling, GAE would have auto scale down and stop the instance and costs should be similar to cloud run. Could you pls re-test with this setting so its a more fair comparison. Thanks, cloud.google.com/appengine/docs/st... Like comment: Like comment: 16 likes Like Comment button Reply Collapse Expand msl00 msl00 msl00 Follow Joined Jan 12, 2021 • Jan 12 '21 • Edited on Jan 12 • Edited Dropdown menu Copy link Hide The linked documentation could be more clear, but it is not correct to say that "autoscaled" instances are "up constantly costing you $". You linked to the "Instance State" section, and it is saying that "autoscaled" instances will only ever show as being in the "running" state (vs the "stopped" state possible for "manual" or "basic" scaling). This is because "autoscaled" instances are shut down after some time (if no requests come in), not that the instances are running 24/7. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Igor Konforti Igor Konforti Igor Konforti Follow Location Berlin-ב Work SRE Joined Aug 14, 2020 • Apr 1 '21 Dropdown menu Copy link Hide I have to agree with @msl00 here! It's unclear and AFAIK AppEngine can NOT auto-scale to 0! Like comment: Like comment: 1 like Like Thread Thread Vajahath Vajahath Vajahath Follow Joined Mar 22, 2019 • May 15 '21 Dropdown menu Copy link Hide App engine standard environment can scale down to zero. I'm paying zero for for my hobby project. cloud.google.com/appengine/docs/th... Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Vugar Vugar Vugar Follow Joined May 9, 2021 • Mar 12 '23 Dropdown menu Copy link Hide The problem with autoscaling to 0 is that it causes cold start. Assume your app is idle state(usually after 20 minutes when no new requests coming) so the total number of instance would be 0. So it take about 10 seconds to start the server in AppEngine for a first request. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Izzy Young Izzy Young Izzy Young Follow Joined Jul 19, 2019 • Mar 18 '21 Dropdown menu Copy link Hide I laughed out a loud a couple of times reading this article. You have a great sense of humor and a fantastic writing style :) Like comment: Like comment: 10 likes Like Comment button Reply Collapse Expand mdovn mdovn mdovn Follow ... Joined Feb 12, 2020 • Sep 1 '21 Dropdown menu Copy link Hide "sometimes tripling or quadrupling depending on Who The F*ck Knows." =)) Like comment: Like comment: 8 likes Like Comment button Reply Collapse Expand bharatsawnani bharatsawnani bharatsawnani Follow Joined Dec 9, 2020 • Dec 9 '20 Dropdown menu Copy link Hide Nice tests and post, but you should specify which environment you're using for GAE. I primarily code in Java (Haven't deployed with Node.js on GAE so far) and from my experience the Standard environment works similarly to Cloud Run, as it spins up a new instance when a request is made (if there wasn't one already idle). The instance stays idle for 15 mins after that it's shutted down. Google gives you a daily free usage quota of 28 hours for instances. Hence if you tests were runnning once every 47 mins (and the requests didn't require much processing power)... then your daily cost would be 0.00$ as you wouldn't be surpassing the daily free quota. If your tests were on the Flexible Environment then that's a whole different story as an instance has to be idle all the time and I am not so sure what machine type they start of from there. In Standard the lowest instance is an F1, whicho would have 256mb RAM, which is not much but enough for a simple app. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Samuel Favarin Samuel Favarin Samuel Favarin Follow I am a Software Engineer and a Bachelor of Computer Science Location Florianópolis, Brazil Work Software Engineer at Conecta Nuvem Joined Nov 12, 2020 • Nov 13 '20 Dropdown menu Copy link Hide Nice post! In the future would be cool to do a benchmark to compare with a similar AWS service. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Paul Craig Paul Craig Paul Craig Follow Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Work Dev at Canadian Digital Service Joined Oct 30, 2020 • Nov 13 '20 Dropdown menu Copy link Hide It's a good question. At work we use Fargate a lot, which I find a lot more complex than Cloud Run to set up, but it has a similar "serverless container" platform concept as CR does. Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Mario La Menza Perello Mario La Menza Perello Mario La Menza Perello Follow Joined Aug 9, 2021 • Aug 9 '21 • Edited on Aug 9 • Edited Dropdown menu Copy link Hide I was unsuccessful trying to find out something about your app's datasource. Because IMO there is the big cost, when using Cloud Run. I agree with you, Cloud Run is cheap, but you have to use Cloud SQL as a datasource and in my experience it is far expensive compared with a SQL instance running in GCE. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Mike Neilens Mike Neilens Mike Neilens Follow Joined Mar 25, 2020 • Jun 21 '24 Dropdown menu Copy link Hide I’ve been running a couple of applications on App Engine for several years and never been billed more than $0.50 per month. I think you may have set up App Engine incorrectly for the workload you are using. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Dom Dom Dom Follow Joined Feb 12, 2020 • Jan 12 '21 • Edited on Jan 12 • Edited Dropdown menu Copy link Hide Misleading post as the premise is that you pay for App Engine 24/7 which isn't true on the standard instances (predefined languages versions e.g. Go 1.12) only if you choose flex (custom versions). Otherwise you have a point but it's not clear and standard App Engine covers most use cases. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Maxim Tan Maxim Tan Maxim Tan Follow Joined Dec 26, 2021 • Dec 26 '21 • Edited on Dec 26 • Edited Dropdown menu Copy link Hide Just to chime in for anyone confused by the huge price difference. In my experience, App Engine Standard Environment with automatic scaling will effectively scale down to "0 instances": After 15 minutes with no request, with automatic scaling, you are billed NOTHING. ( dev-to-uploads.s3.amazonaws.com/up... ) Google states on their pricing page: Accrual of instance hours begins when an instance starts and ends as described below, depending on the type of scaling you specify for the instance: Basic or automatic scaling: accrual ends fifteen minutes after an instance finishes processing its last request. Manual scaling: accrual ends fifteen minutes after an instance shuts down. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand lostinthefield lostinthefield lostinthefield Follow Work Web Developer at Field Museum Joined Apr 27, 2021 • Apr 27 '21 Dropdown menu Copy link Hide Paul, thanks for this hilarious and informative comparison! I was wondering if you had also considered deploying this site as a static site on something like Firebase Hosting/Vercel/Netlify/Github Pages, etc. (straight to a CDN, instead of worrying about hosting)? Next.js takes cares of a lot of pain points (data fetching, caching etc.). We're considering something like that for our own site. You do lose the benefit of having a proper node.js backend, but so far our needs can be met by Next.js mixed with maybe some serverless functions. Overall, that could maybe bring costs down even further than an auto-scaling container, as long as you don't need access to a real server...? Just food for thought. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Lars Rye Jeppesen Lars Rye Jeppesen Lars Rye Jeppesen Follow Aspartam Junkie Location Vice City Pronouns Grand Master Joined Feb 10, 2017 • Dec 18 '22 Dropdown menu Copy link Hide NextJs is great but locks you in to using old hat React, not everybody's cup of tea, mind you. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand dmytro lysak dmytro lysak dmytro lysak Follow Joined Oct 8, 2021 • Oct 8 '21 Dropdown menu Copy link Hide What about the 1 million requests are free per month on cloud run? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Lisa Guinn Lisa Guinn Lisa Guinn Follow Joined Oct 19, 2021 • Oct 19 '21 Dropdown menu Copy link Hide This is the monthly free tier on Cloud Run: 180,000 vCPU-seconds 360,000 GiB-seconds (memory) 2 million requests 1 GiB free data egress within North America So the app must have exceeded one of these parameters to incur a monthly charge cf. cloud.google.com/run/pricing Like comment: Like comment: 1 like Like Comment button Reply View full discussion (29 comments) 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 Paul Craig Follow Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Work Dev at Canadian Digital Service Joined Oct 30, 2020 More from Paul Craig Quickstart: Continuous deployment to Google Cloud Run using Github Actions # github # serverless # googlecloud # tutorial Google Cloud Run: the best hosting platform for dynamic apps # cloud # googlecloud # docker # serverless 💎 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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https://www.git-tower.com/blog/tower-mac-15#fork-point-see-what-s-unique | Tower 15 for Mac — Automatic Branch Management | Tower Blog You are using an outdated browser. Please upgrade your browser to improve your experience. Tower Navigation Features Undo Anything Just press Cmd+Z Drag and Drop Make the complex effortless Integrations Use your favorite tools Tower Workflows Branching Configurations Stacked Pull Requests Supercharged workflows All Features Release Notes Pricing Support Documentation Contact Us Account Login Learn Git Video Course 24 episodes Online Book From novice to master Cheat Sheets For quick lookup Webinar Learn from a Git professional First Aid Kit Recover from mistakes Advanced Git Kit Dive deeper Blog Download Download < Back to Blog Tower 15 for Mac — Automatic Branch Management Bruno Brito November 2025 | 6 min read Share: Tower 15 for Mac is here! This update introduces Automatic Branch Management, making it easier than ever to keep your repository tidy and clutter-free. We've also added significant improvements to the "History" view for better visualization of your work 😎 If you’ve ever felt overwhelmed by a cluttered sidebar full of old, merged, or long-forgotten branches, this release is for you! We know that managing a growing number of branches can be a real headache, distracting you from your main task: committing great code. Tower 15 takes the burden of branch hygiene off your shoulders, allowing you to automatically or manually archive branches that are no longer needed. All right, let's dive into what's new! For a quick walkthrough of what's new, check out our 3-minute video tour below: New "Fully Merged" and "Stale" Badges and Hint Views The first thing you will likely notice after updating Tower is a new set of badges in the "Branches" section of the sidebar. Tower 15 – New "Fully Merged" and "Stale" badges You will see new badges next to branches indicating if they are "Fully Merged" (meaning all their commits have been integrated into a primary branch) or the time they were last updated when they became "Stale" (meaning they haven't seen any activity for a while). These badges are complemented by a helpful hint view that appears when you select a fully merged or stale branch. This view provides a quick, one-click option to delete the branch, making the cleanup process a breeze! Tower 15 – "Fully Merged" and "Stale" Hint Views for quick deletion Automatic Branch Management While deleting a stale or fully merged branch is often a good choice, sometimes all you want is to hide a branch from sight. This is now possible with Tower 15 for Mac. You will notice a new "Archived Branches" view where you can: drag and drop any branch into this section. add any branch to this section by clicking on the context menu. Tower 15 – Archive Branches You can perform this process manually (you can even select multiple branches at once!) or allow Tower to automatically identify and handle them for you. If you choose the latter, you have two options: either click on the notification number in the footer, as shown in the example below… Tower 15 – Automatically Archive Branches …or enable this option by going to the Settings. In the "General" tab, you will find a new option labeled "Automatically archive stale and fully merged branches." Tower 15 – Automatically Archive Branches in Tower's Settings At any time, you can move a branch from the "Archived Branches" view back to the main "Branches" view by right-clicking on it and selecting the "Unarchive [BRANCH]" option. Tower 15 – "Unarchive Branch" option As you can see in the screenshot above, we've also added a "Skips Auto-Archiving" flag that allows you to keep a branch and prevents it from being automatically archived. This will also be the case for branches that you have pinned. Fork Point: See What's Unique Tower 15 also introduces a key visualization enhancement to help you understand your branch structure instantly. The "History" view now clearly shows the Fork Point , which is the exact commit where a branch diverged from its parent. Commits prior to this divergence will be shown grayed out. Tower 15 – New "Fork Point" If there are no exclusive commits to a branch yet, this will also be easily noticeable by the "No new commits on this branch" message. Tower 15 – "No new commits on this branch" message This visual improvement makes it much clearer to see exactly which commits were introduced by the branch you are currently viewing relative to its parent branch. No more guessing — just a clean, visual representation of your branch's scope. macOS 26 Tahoe Support As you know, we are always dedicated to offering the best experience on the Mac platform. We're happy to report that Tower 15 is fully compatible with the new operating system, macOS 26 Tahoe . Here it is in all its glory! Tower 15 in macOS 26 Tahoe With Tahoe, a new theming system has been implemented. This means Tower 15 now includes a set of shiny new icons! To try them out, go to macOS's "System Settings > Appearance" and have a look at the "Icon & Widget style" section. New Tower 15 icons in macOS 26 Tahoe Other Improvements As usual, we took some time to implement improvements across the board. We revamped the sidebar footer, which now features a collapsible filter field and allows you to choose from several view settings. Tower 15 – Revamped Footer There is also a long list of other enhancements, most notably around the Pinned Branches feature to make it more robust and convenient: Pinned Branches: Pinned branches are now stored in the Git config and should not unpin anymore, ensuring your favorites always stay put. Pinned Branches: You can now pin and unpin multiple branches at once, saving you time. Pinned Branches: The "Pinned Branches" section in the sidebar is now automatically expanded for quick access. Pinned Branches: Undoing a branch delete now correctly restores the pinned flag. Sorting: Text is now sorted in many views using a localized standard compare to match system behavior across your Mac. Commit Signing: Tower now correctly handles SSH keys without a comment. Settings: Ref related view settings have been moved into the View menu. We also fixed some bugs! Here is what we addressed: Merge/Rebase: Tower could crash when using Quick Merge or Rebase. This has been fixed. History: A crash could occur when searching for whitespaces. This is fixed now. Worktrees: In some cases Tower could crash when accessing worktrees. It's working now. git-flow-next: Updating the workflow would crash in bare repositories. Not anymore. Working Copy: Some actions would crash when finishing, which is fixed now. Main Window: Tower could crash in certain cases when switching to a different repository in the same window. This has been fixed. Reset Revision: The text field did not allow entering arbitrary revisions anymore. It does allow them again now. Merge Conflict: The merge conflict wizard now allows resolving a "both deleted" conflict again. Merge Conflict: A crash has been fixed that sometimes occurred when a merge tool finished. We hope you enjoy this release! Happy committing! 😊 Not a Tower user yet? Download our 30-day free trial and experience a better way to work with Git! Try Tower 15 Now PS: Did you know? Tower Pro is now free for students as well as teachers and educational institutions! Table of Contents Introduction New "Fully Merged" and "Stale" Badges and Hint Views Automatic Branch Management Fork Point: See What's Unique macOS 26 Tahoe Support Other Improvements We make Tower, the best Git client. Try Tower Now Search the Blog Related Posts Tower 14 for Mac — Custom Git Workflows Tower 14 for Mac is here! This update allows you to create custom Git workflows, enabling you to define the exact workflow that meets your project's needs. Understanding the Stacked Pull Requests Workflow In this post, let's explore the “Stacked Pull Requests” workflow: who it is intended for, its benefits, and the challenges associated with this approach. How Framer Manages Their Codebase with Tower We sat down with Jonas Treub and Niels van Hoorn from the Framer team to understand how Tower assists them in version controlling the Framer codebase, so that their users can build stunning websites. We make Tower, the best Git client for Mac and Windows. We help over 100,000 users in companies like Apple, Google, Amazon, Twitter, and Ebay to easily & productively work with the Git version control system. Try it 30 days for free Your Download is in Progress… Giveaways. Cheat Sheets. eBooks. Discounts. 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https://soundcloud.com/moesifhq/mike-amundsen | Stream episode 4. Mike Amundsen, Author and Speaker by Moesif podcast | Listen online for free on SoundCloud SoundCloud JavaScript is disabled You need to enable JavaScript to use SoundCloud Show me how to enable it 4. Mike Amundsen, Author and Speaker by Moesif published on 2020-12-11T11:47:44Z Mike Amundsen is a prolific writer on all things APIs and recently released his latest book entitled Design and Build Great Web APIs: Robust, Reliable, and Resilient. When he’s not writing, Mike helps companies capitalize on opportunities in APIs, Microservices, and Digital Transformation. Mike shares his perspectives on why organizations think about APIs in three levels, how AWS’s Werner Vogel does deprecation, what the future holds for API automation tools. Specifically, he covers: • What Roy Fielding's PhD solves • API First Equals KYC • How Best to Build API First • How to Construct your API Team • What to Focus on in your MVP • Reduce Custom Builds with APIs • What Does Low Code / No Code Bring • Is API Automation Ready • What Metrics Should I Measure • Observability Versus Monitoring • Designing for the Unpredictable • Internal APIs Often Lack Resiliency • Deprecating APIs with Werner Vogel • COVID Sped Up API Automation Genre Technology Users who like 4. Mike Amundsen, Author and Speaker Users who reposted 4. Mike Amundsen, Author and Speaker Playlists containing 4. Mike Amundsen, Author and Speaker More tracks like 4. Mike Amundsen, Author and Speaker License: all-rights-reserved Your current browser isn't compatible with SoundCloud. Please download one of our supported browsers. Need help? Chrome | Firefox | Safari | Edge Sorry! Something went wrong Is your network connection unstable or browser outdated? I need help Popular searches | 2026-01-13T08:48:09 |
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Join now Activity Follow Sign in to view Puneet’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 . May the Lohri bonfire light up your home with happiness, warmth, and prosperity. Wishing you sweet moments, strong roots, and new beginnings this… May the Lohri bonfire light up your home with happiness, warmth, and prosperity. Wishing you sweet moments, strong roots, and new beginnings this… Liked by Puneet Kumar FEELING STUCK? LET’S DO THIS — 2026. “You can’t have a million-rupee goal with a one-rupee work ethic.” This year, ask me - where you’re feeling… FEELING STUCK? LET’S DO THIS — 2026. “You can’t have a million-rupee goal with a one-rupee work ethic.” This year, ask me - where you’re feeling… Liked by Puneet Kumar Happy New Year, everyone. 2025 is officially behind us. At Instayards, we closed our highest transaction yet—₹10.8 Cr—just before the year ended… Happy New Year, everyone. 2025 is officially behind us. At Instayards, we closed our highest transaction yet—₹10.8 Cr—just before the year ended… Posted by Puneet Kumar Join now to see all activity Experience & Education *]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold"> Instayards *]: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 *]:mb-0 [&>*]:text-md [&>*]:text-color-text-low-emphasis"> 2004 - 2008 View Puneet’s full experience See their title, tenure and more. 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Whether it be designing and developing a key module for a mission critical Customer Data application, or ensuring the timely completion of various tasks across a distributed team, I know Puneet has the know how to get things done.” 1 person has recommended Puneet Join now to view More activity by Puneet Wishing everyone a very Happy New Year 2026 ✨ May this year bring happiness, growth, and new opportunities for you and your loved ones.🎊 Wishing everyone a very Happy New Year 2026 ✨ May this year bring happiness, growth, and new opportunities for you and your loved ones.🎊 Liked by Puneet Kumar In 2015, AI startups attracted $12.7B in funding. By 2024, that number crossed $100B+. But as a founder watching this unfold, One metric scares me… In 2015, AI startups attracted $12.7B in funding. By 2024, that number crossed $100B+. 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https://dev.to/devteam/congrats-to-the-winners-of-the-ai-challenge-for-cross-platform-apps-3f7f | Congrats to the Winners of the AI Challenge for Cross-Platform Apps! - 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 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 Jess Lee for The DEV Team Posted on Dec 19, 2025 Congrats to the Winners of the AI Challenge for Cross-Platform Apps! # devchallenge # unoplatformchallenge # dotnet # ai The results are in! After reviewing submissions ranging from cinematic travel apps to API testing tools to interactive coffee shop adventures, we're excited to announce the winners for the AI Challenge for Cross-Platform Apps . The community truly showcased the power of .NET and Uno Platform by building stunning, functional apps from single codebases that run seamlessly across Windows, Linux, macOS, mobile, and the web. Today we're celebrating the three winners who truly stood out. Let's meet them! Congratulations To… Prompt Winners WOW Factor @varshithvhegde built an Interactive Bento Grid Portfolio that transforms the traditional portfolio into an immersive digital experience. Portfolio - Interactive Bento Grid Experience 🎨✨ Varshith V Hegde ・ Dec 6 #devchallenge #unoplatformchallenge #dotnet #crossplatform Think of it as a museum where every exhibit invites you to touch, play, and explore. Hot Design & Hot Design Agent Showcase @sujankoirala021 created Bunny Brew Café, a delightful virtual pet experience where an animated barista bunny serves coffee. Building Bunny Brew Café: A Delightful Interactive Pet Experience with Hot Design & AI Sujan Koirala ・ Dec 7 #devchallenge #unoplatformchallenge #dotnet #crossplatform This app showcases how Hot Design Agent and Hot Reload can reduce iteration time. AI Acceleration @archiecoderdev reimagined the classic 1997 Winamp media player! New Winamp interface made 100% with AI and Uno Platform tools Sébastien Lachance ・ Dec 5 #devchallenge #unoplatformchallenge #dotnet #crossplatform The interface was built completely with AI and is complete with animated visualizers, custom controls including a band equalizer and wave oscilloscope, and more. Prizes Our three winners will receive the following prizes: Prompt Winners (3) will each receive: $1,000 USD Exclusive DEV Badge DEV++ Membership All Participants with a valid submission will receive a completion badge on their DEV profile. Our Sponsor A huge thank you to Uno Platform for partnering with us on this challenge! The ability to write .NET once and deploy everywhere (iOS, Android, Windows, macOS, Linux, WebAssembly) from a single codebase is truly game-changing. We're grateful for their support! What's next? More challenges! Check out our challenge page to see what's launching next, and follow the challenge tag so you don't miss any announcements: # devchallenge Follow This is the official tag for submissions and announcements related to DEV Challenges. Thank you to everyone who participated! We hope you had fun exploring AI-powered development, cross-platform capabilities, and maybe added something impressive to your portfolio. See you next time! Top comments (8) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Anshu Mandal Anshu Mandal Anshu Mandal Follow Location India Joined Aug 30, 2024 • Dec 19 '25 • Edited on Dec 19 • Edited Dropdown menu Copy link Hide Well I had fun building, Thank you DEV Team for giving us this amazing opportunity every month. Again Huge shoutout to @unoplatform Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Dec 19 '25 Dropdown menu Copy link Hide Great work @varshithvhegde , @sujankoirala021 , @archiecoderdev !! 👏 👏 👏 Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Varshith V Hegde Varshith V Hegde Varshith V Hegde Follow A simple programmer fond of learning Email varshithvh@gmail.com Location Mangalore Education Mangalore Institute of Technology and Engineering Work Software Engineer@KPIT Joined Jun 30, 2022 • Dec 19 '25 Dropdown menu Copy link Hide Thank you so much @jess and the entire DEV team for this incredible opportunity! 🎉 I'm truly honored to be selected as a winner for the WOW Factor category. A huge thanks to @unoplatform for sponsoring this challenge and making it possible to build truly cross-platform experiences with .NET. The tools and ecosystem you've created are genuinely game-changing for developers like me. Congratulations to @sujankoirala021 and @archiecoderdev – your submissions were absolutely amazing! This win means a lot to me, and I know it's going to motivate my friends to dive into future DEV challenges. There's something special about seeing what's possible when you push yourself to build something new. Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand Sujan Koirala Sujan Koirala Sujan Koirala Follow Location Kathmandu, Nepal Education Institute of Engineering, Pulchowk Campus, Nepal Joined Sep 30, 2024 • Dec 19 '25 Dropdown menu Copy link Hide Thanks a lot @jess and the entire DEV team. I am grateful to be selected as winner for the Hot Design & Hot Design Agent Showcase. I really had fun building with @unoplatform . Congratulations to all other winners and participants as well. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Sébastien Lachance Sébastien Lachance Sébastien Lachance Follow Passionate about cross-platform development and Magic The Gathering (1x Pro Tour). Windows Development MVP alum. Location Canada Education University of Sherbrooke Work Kahua Joined Feb 21, 2025 • Dec 19 '25 Dropdown menu Copy link Hide Thank you! Great work from @varshithvhegde and @sujankoirala021 . Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Jess Lee The DEV Team Jess Lee The DEV Team Jess Lee Follow Building DEV and Forem with everyone here. Interested in the future. Email jess@forem.com Location USA / TAIWAN Pronouns she/they Work Co-Founder & COO at Forem Joined Jul 29, 2016 • Jan 5 Dropdown menu Copy link Hide @archiecoderdev just wanted to follow up and confirm you received our email for claiming your cash prize? We sent the email to the address associated with your DEV account. Like comment: Like comment: 1 like Like Thread Thread Sébastien Lachance Sébastien Lachance Sébastien Lachance Follow Passionate about cross-platform development and Magic The Gathering (1x Pro Tour). Windows Development MVP alum. Location Canada Education University of Sherbrooke Work Kahua Joined Feb 21, 2025 • Jan 5 Dropdown menu Copy link Hide I haven't received an email. I just wrote to your email. Thank you. Like comment: Like comment: 1 like Like Thread Thread Sébastien Lachance Sébastien Lachance Sébastien Lachance Follow Passionate about cross-platform development and Magic The Gathering (1x Pro Tour). Windows Development MVP alum. Location Canada Education University of Sherbrooke Work Kahua Joined Feb 21, 2025 • Jan 6 Dropdown menu Copy link Hide In case that my 2nd email went into spam, I am missing the form URL. Thanks Like comment: Like comment: 1 like Like Comment button Reply Code of Conduct • Report abuse Are you sure you want to hide this comment? 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Contribute to Forem More from The DEV Team Congrats to the AI Agents Intensive Course Writing Challenge Winners! # googleaichallenge # devchallenge # ai # agents Join the Algolia Agent Studio Challenge: $3,000 in Prizes! # algoliachallenge # devchallenge # agents # webdev Congrats to the Xano AI-Powered Backend Challenge Winners! # xanochallenge # backend # api # ai 💎 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 Forem — 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 . Forem © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
https://docs.brightdata.com/introduction | Welcome to Bright Data - Bright Data Docs Skip to main content Bright Data Docs home page English Search... ⌘ K Support Sign up Sign up Search... Navigation Introduction Welcome to Bright Data Welcome Proxy Infrastructure Web Access APIs Data Feeds AI API Reference General Integrations Introduction Overview Release Notes Getting Started Proxies Web Access APIs Data Feeds Web MCP Quickstart Python SDK JavaScript SDK Account Management On this page Special Offer Introduction Welcome to Bright Data Copy page Bright Data provides a powerful data collection platform to help you reliably build, run, and scale your web scraping operations. Discover, access, navigate, extract, and structure the web—delivering unmatched performance at every step. Copy page Special Offer Start now with $5 credits, no credit card required. We’ll match your first account deposit up to $500 ! Proxy Infrastructure Access any website, anywhere, anytime. Navigate the web without barriers using our network of 150M+ high-performance IPs with 99.99% uptime. Build your data operations ethical and reliably. Web Access APIs Automate web data collection, our APIs handle all the complex parts—unblocking, remote browsers, crawling, and search. So you can focus on using the data, not gathering it. Data Feeds Get actionable web data without building scrapers. Our Data Feeds deliver structured information in real-time or historical, with zero infrastructure management on your end. MCP Server Make your AI smarter with live web intelligence. Our MCP Server connects your models to real-time public web data, delivering relevant content without the complexity of managing scrapers. For billing, settings and user access, visit the account management section. Service Status View real-time service status for all products Was this page helpful? Yes No Release Notes ⌘ I linkedin youtube github Powered by | 2026-01-13T08:48:09 |
https://docs.suprsend.com/docs/vendor-fallback | Vendor Fallback - 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 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 VENDOR INTEGRATION GUIDE Vendor Fallback Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog VENDOR INTEGRATION GUIDE Vendor Fallback OpenAI Open in ChatGPT Guide to setup a fallback vendor to send notification when primary fails to deliver notification. OpenAI Open in ChatGPT We understand that ensuring notification delivery can be challenging, especially when you are dependent on third-party vendors to route your messages to the end user. Factors such as provider limitations, network failures, and service outages can disrupt the delivery of your notifications. To ensure that your messages get delivered promptly and reliably, we have added the support for vendor fallback. With vendor fallback, you can add multiple vendors to the fallback list and If one provider fails, your messages will automatically be rerouted through another provider, minimizing the risk of message delivery failures. It is essential for system notifications like OTPs, password reset mails and some of the transactional use cases like payment confirmation, stock market alerts etc. How Vendor Fallback works? Vendor Fallback logic comprises of 3 major components Vendor Priority List : The list of vendor configurations to be tried in the order of their priority. Fallback time : The time within which the notification should be routed to the next vendor if the first vendor fails to deliver the message Fallback Rule : What are the cases in which fallback would happen. There are 2 cases in which fallback happens currently: if delivery fails, fallback happens immediately if delivery report is not received within fallback time, fallback happens after fallback time is over Success Metric closes workflow and vendor fallback 👍 There can be cases when the notification is delivered to the user but the vendor fails to send delivery report in the fallback period. This may lead to sending duplicate notification to the user. We solved this in vendor fallback method using success metric. Now, success metric not only stops channel routing , it also works as an indication that the user has received the message and stops vendor fallback. Example use case Let’s take an example of OTP verification text (SMS) with the following condition: Primary vendor- Messagebird Fallback 1 vendor- Twilio Fallback within- 30 secs (Fallback to Twilio if Messagebird fails to deliver SMS in 30 secs) Success Metric- “OTP Verification” (do not fallback to Twilio if “OTP verification” event is received within 30 secs) In this case, if Messagebird fails to deliver the SMS within 30 secs of triggering the notification and the “OTP Verification” event is not received, SMS will be routed through Twilio. Setting vendor fallback from SuprSend dashboard Go to SuprSend dashboard -> “Vendor Settings” page and click on Edit List . You can add fallback rule for above example like this: You’ll find all the saved vendor configurations in “Unused Vendor Configuration” . Enable it to add it in the fallback list. Once enabled, you can drag and drop to change the priority of vendors Save the changes after editing. Was this page helpful? Yes No Suggest edits Raise issue Previous Tenant Vendor How to setup per-tenant vendor for routing notifications through tenant vendor instead of the default company vendor. Next ⌘ I x github linkedin youtube Powered by On this page How Vendor Fallback works? Example use case Setting vendor fallback from SuprSend dashboard | 2026-01-13T08:48:09 |
https://www.git-tower.com/blog/tower-mac-15#automatic-branch-management | Tower 15 for Mac — Automatic Branch Management | Tower Blog You are using an outdated browser. Please upgrade your browser to improve your experience. Tower Navigation Features Undo Anything Just press Cmd+Z Drag and Drop Make the complex effortless Integrations Use your favorite tools Tower Workflows Branching Configurations Stacked Pull Requests Supercharged workflows All Features Release Notes Pricing Support Documentation Contact Us Account Login Learn Git Video Course 24 episodes Online Book From novice to master Cheat Sheets For quick lookup Webinar Learn from a Git professional First Aid Kit Recover from mistakes Advanced Git Kit Dive deeper Blog Download Download < Back to Blog Tower 15 for Mac — Automatic Branch Management Bruno Brito November 2025 | 6 min read Share: Tower 15 for Mac is here! This update introduces Automatic Branch Management, making it easier than ever to keep your repository tidy and clutter-free. We've also added significant improvements to the "History" view for better visualization of your work 😎 If you’ve ever felt overwhelmed by a cluttered sidebar full of old, merged, or long-forgotten branches, this release is for you! We know that managing a growing number of branches can be a real headache, distracting you from your main task: committing great code. Tower 15 takes the burden of branch hygiene off your shoulders, allowing you to automatically or manually archive branches that are no longer needed. All right, let's dive into what's new! For a quick walkthrough of what's new, check out our 3-minute video tour below: New "Fully Merged" and "Stale" Badges and Hint Views The first thing you will likely notice after updating Tower is a new set of badges in the "Branches" section of the sidebar. Tower 15 – New "Fully Merged" and "Stale" badges You will see new badges next to branches indicating if they are "Fully Merged" (meaning all their commits have been integrated into a primary branch) or the time they were last updated when they became "Stale" (meaning they haven't seen any activity for a while). These badges are complemented by a helpful hint view that appears when you select a fully merged or stale branch. This view provides a quick, one-click option to delete the branch, making the cleanup process a breeze! Tower 15 – "Fully Merged" and "Stale" Hint Views for quick deletion Automatic Branch Management While deleting a stale or fully merged branch is often a good choice, sometimes all you want is to hide a branch from sight. This is now possible with Tower 15 for Mac. You will notice a new "Archived Branches" view where you can: drag and drop any branch into this section. add any branch to this section by clicking on the context menu. Tower 15 – Archive Branches You can perform this process manually (you can even select multiple branches at once!) or allow Tower to automatically identify and handle them for you. If you choose the latter, you have two options: either click on the notification number in the footer, as shown in the example below… Tower 15 – Automatically Archive Branches …or enable this option by going to the Settings. In the "General" tab, you will find a new option labeled "Automatically archive stale and fully merged branches." Tower 15 – Automatically Archive Branches in Tower's Settings At any time, you can move a branch from the "Archived Branches" view back to the main "Branches" view by right-clicking on it and selecting the "Unarchive [BRANCH]" option. Tower 15 – "Unarchive Branch" option As you can see in the screenshot above, we've also added a "Skips Auto-Archiving" flag that allows you to keep a branch and prevents it from being automatically archived. This will also be the case for branches that you have pinned. Fork Point: See What's Unique Tower 15 also introduces a key visualization enhancement to help you understand your branch structure instantly. The "History" view now clearly shows the Fork Point , which is the exact commit where a branch diverged from its parent. Commits prior to this divergence will be shown grayed out. Tower 15 – New "Fork Point" If there are no exclusive commits to a branch yet, this will also be easily noticeable by the "No new commits on this branch" message. Tower 15 – "No new commits on this branch" message This visual improvement makes it much clearer to see exactly which commits were introduced by the branch you are currently viewing relative to its parent branch. No more guessing — just a clean, visual representation of your branch's scope. macOS 26 Tahoe Support As you know, we are always dedicated to offering the best experience on the Mac platform. We're happy to report that Tower 15 is fully compatible with the new operating system, macOS 26 Tahoe . Here it is in all its glory! Tower 15 in macOS 26 Tahoe With Tahoe, a new theming system has been implemented. This means Tower 15 now includes a set of shiny new icons! To try them out, go to macOS's "System Settings > Appearance" and have a look at the "Icon & Widget style" section. New Tower 15 icons in macOS 26 Tahoe Other Improvements As usual, we took some time to implement improvements across the board. We revamped the sidebar footer, which now features a collapsible filter field and allows you to choose from several view settings. Tower 15 – Revamped Footer There is also a long list of other enhancements, most notably around the Pinned Branches feature to make it more robust and convenient: Pinned Branches: Pinned branches are now stored in the Git config and should not unpin anymore, ensuring your favorites always stay put. Pinned Branches: You can now pin and unpin multiple branches at once, saving you time. Pinned Branches: The "Pinned Branches" section in the sidebar is now automatically expanded for quick access. Pinned Branches: Undoing a branch delete now correctly restores the pinned flag. Sorting: Text is now sorted in many views using a localized standard compare to match system behavior across your Mac. Commit Signing: Tower now correctly handles SSH keys without a comment. Settings: Ref related view settings have been moved into the View menu. We also fixed some bugs! Here is what we addressed: Merge/Rebase: Tower could crash when using Quick Merge or Rebase. This has been fixed. History: A crash could occur when searching for whitespaces. This is fixed now. Worktrees: In some cases Tower could crash when accessing worktrees. It's working now. git-flow-next: Updating the workflow would crash in bare repositories. Not anymore. Working Copy: Some actions would crash when finishing, which is fixed now. Main Window: Tower could crash in certain cases when switching to a different repository in the same window. This has been fixed. Reset Revision: The text field did not allow entering arbitrary revisions anymore. It does allow them again now. Merge Conflict: The merge conflict wizard now allows resolving a "both deleted" conflict again. Merge Conflict: A crash has been fixed that sometimes occurred when a merge tool finished. We hope you enjoy this release! Happy committing! 😊 Not a Tower user yet? Download our 30-day free trial and experience a better way to work with Git! Try Tower 15 Now PS: Did you know? Tower Pro is now free for students as well as teachers and educational institutions! Table of Contents Introduction New "Fully Merged" and "Stale" Badges and Hint Views Automatic Branch Management Fork Point: See What's Unique macOS 26 Tahoe Support Other Improvements We make Tower, the best Git client. 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https://dev.to/pcraig3/cloud-run-vs-app-engine-a-head-to-head-comparison-using-facts-and-science-1225#main-content | Cloud Run vs App Engine: a head-to-head comparison using facts and science - 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 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 Paul Craig Posted on Nov 12, 2020 • Edited on Nov 27, 2020 Cloud Run vs App Engine: a head-to-head comparison using facts and science # cloud # googlecloud # docker # serverless For low-traffic applications, Cloud Run is dramatically cheaper than App Engine. Abstract I was hosting a small web app as a side-project and looking to spend less money. I started out using Heroku, then moved to Google’s Cloud Platform. Using rigorous methods and markdown tables, I performed a science-inspired “how much does this cost?” comparison between App Engine and Cloud Run. This study finds that Cloud Run is usually the best option , although if you have money to burn are a “price insensitive consumer,” then App Engine is a bit zippier. Introduction Imagine you have a side-project-type web app and you’re looking to host it on Google’s Cloud Platform (GCP) but you don’t want to spend too much ca$h. Which GCP service do 4 out of 5 scientists recommend? Let’s find out. Background My incredible journey went basically thus: I built a small express app for upcoming Canadian holidays and wanted cheap but usable hosting. Initially, I was using Heroku’s $7/month Hobby Plan because at the end of the day month, it’s only $7. (ie, that’s like 3 coffees: ‘a coffee’ being the base unit of diminutive purchases.) Heroku was really easy to get going with, to integrate with GitHub Actions , and to ssh into when I needed to fiddle with something. But around month five, it dawned on me that it was going to cost $7/month for the rest of my life, so I started looking for other options. Pivoting to Google Cloud Platform (GCP) GCP was the cloud vendor with the most bonus cash on sign-up, so I figured that was a pretty neutral and unbiased reason to pick it. However, as a hapless first-time user, there are a lot of “ solutions ” to choose from. It seems like you’re not a real cloud vendor unless you can bury newcomers under an avalanche of vaguely differentiated products with abstract geometrical logos, so a straightforward question like “where do I host a basic express app?” didn’t have an obvious answer. Cutting through the media bias with facts and logic, I was able to narrow it down by following the research methodology of googling “ google cloud how do I host express app ”. The two options that popped up were: App Engine Cloud Run Both services will run apps and I had an app to run. Seemed perfect: they anticipated me like how I anticipated Canadians are looking for information about holidays. Methodology By signing up, I was granted 300 (!!) GCP bucks, and as a long-time government employee I knew this meant I had to find a creative way to spend it before the end of the fiscal year. Are you thinking what I’m thinking? Let’s run a research study! (This is where the science comes in.) My research question was “Should I use App Engine or Cloud Run to host my fun but unprofitable app?”, and to investigate that I opted for the immersion method where I would assume the role of a developer trying to host an app on Google Cloud. Setup As a precursor, I needed to set up my app on both services simultaneously. For the initial setup, I used the Quickstart material provided by Google at no cost to embedded researchers like me. (Both Quicks-start are pretty easy to follow once you have the gcloud command-line tools installed .) Overview: App Engine (AE) Node.js Quickstart for App Engine On AE, my express app runs as a node process, like booting it up with npm start locally. AE is a traditional hosting platform: it runs continuously and serves requests as they come in. At the end of the month, you pay for the amount of time it was running, which is typically “the entire month”. Overview: Cloud Run “Build and Deploy” Quickstart for Cloud Run Cloud Run runs containers, so for each release you have to build a container and push it to GCP. Unlike App Engine, Cloud Run only runs when requests come in, so you don’t pay for time spent idling. Containerized apps are more portable but not always something you focus on during development. It’s worth noting that the Cloud Run Quickstart provides 9 example Dockerfiles depending on your language of choice. (I used the Node.js one as a basis.) Simulating traffic At this point in the study, I had 2 instances of my app running: In App Engine: https://hols-ae.nn.r.appspot.com/ In Cloud Run: https://hols-hzlcxvebra-ue.a.run.app/ Because real applications have real traffic, I set up a ping service to send requests to each site exactly once every 47 minutes for the rest of time, just like how a Real Human Being™️ would browse. Having completed my setup, it was time to let the experiment run its course, so I passed the time doing highly academic things like rinsing noobs at dominion.games . Duration 2 months. Findings There were 2 principal findings of the study. For a low-traffic application, Cloud Run is dramatically cheaper than App Engine App Engine seems to respond slightly faster 1. Ongoing costs — Cloud Run wins ✅ Cloud Run App Engine Heroku Hobby Plan Monthly cost $0.09 $11.29 $7.00 Wow. App Engine runs 24/7 for the entire month whereas Cloud Run only runs when serving requests, and the difference is startling. Previously, I had been paying $7 a month for Heroku’s Hobby Plan . App Engine would cost me about 50% more Cloud Run costs 99% less , oh my goodness So basically it’s a blowout win for Cloud Run here. 2. Request latency — App Engine (usually) wins ✅ I also used some online speed test tools to measure the response times of my 2 instances. The results weren’t totally consistent, but App Engine generally responded more quickly. Pingdom Speed test (Results of 3 runs from São Paulo) Cloud Run App Engine Run 1 632 ms 471 ms Run 2 485 ms 568 ms Run 3 562 ms 470 ms Average 559 ms 503 ms Here we see App Engine responding on average 56 ms faster than Cloud Run (although in 1 case, Cloud Run was faster). The huge caveat here is that these times vary widely between runs, sometimes tripling or quadrupling depending on Who The F*ck Knows. WebPageTest (Results of 3 runs using “3G” download speed.) Cloud Run App Engine Run 1 5.217 s 5.010 s Run 2 5.310 s 4.922 s Run 3 5.353 s 5.089 s Average 5.293 s 5.007 s Again, keep in mind that these numbers shift around between runs. Why is App Engine faster? This isn’t totally clear to me, but I can speculate. The one measurable difference I noticed is that that the total request size from Cloud Run was larger because it doesn’t gzip files by default. Cloud Run App Engine Page size 125.8 KB 119.4 KB The Pingdom Speed Test for Cloud Run recommended I Compress components with gzip , and looking through the requests, my combined .js assets are indeed about 6 KB larger. Downloading bigger files makes your site slower, but I don’t think that’s the whole story. The big difference between the two services is that Cloud Run doesn’t run your container unless it’s getting requests. When a request comes in, it does 3 things: boots up the container serves the request shuts down the container It seems likely that the extra time needed to boot up the container adds to the total request time, leading to an average slower response time from Cloud Run. Of course, you also save a lot of money doing it this way, so the tradeoff here is whether you care more about optimizing your speed or your cost. Findings For me, the findings are decisive. If you’re a hobbyist developer and you want to host your fun app for next-to-free, you should definitely use Google Cloud Run. However, if money is no object, then you can pay exponentially more per month for a marginal speed boost on App Engine. Further reading Read more about why Google Cloud Run is better than other hosting options For an excellent intro to Docker, check out this excellent guide by Robert Cooper Check out Google’s “Build and Deploy” Quickstart for Cloud Run Use Github Actions to deploy automatically to Cloud Run Top comments (29) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Ashish “Logmaster” Boston Ashish “Logmaster” Boston Ashish “Logmaster” Boston Follow Joined Jan 4, 2021 • Jan 4 '21 Dropdown menu Copy link Hide Your app-engine was setup to "autoscale" hence the instance would stay up constantly costing you $. If you changed it to "basic" auto-scaling, GAE would have auto scale down and stop the instance and costs should be similar to cloud run. Could you pls re-test with this setting so its a more fair comparison. Thanks, cloud.google.com/appengine/docs/st... Like comment: Like comment: 16 likes Like Comment button Reply Collapse Expand msl00 msl00 msl00 Follow Joined Jan 12, 2021 • Jan 12 '21 • Edited on Jan 12 • Edited Dropdown menu Copy link Hide The linked documentation could be more clear, but it is not correct to say that "autoscaled" instances are "up constantly costing you $". You linked to the "Instance State" section, and it is saying that "autoscaled" instances will only ever show as being in the "running" state (vs the "stopped" state possible for "manual" or "basic" scaling). This is because "autoscaled" instances are shut down after some time (if no requests come in), not that the instances are running 24/7. Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Igor Konforti Igor Konforti Igor Konforti Follow Location Berlin-ב Work SRE Joined Aug 14, 2020 • Apr 1 '21 Dropdown menu Copy link Hide I have to agree with @msl00 here! It's unclear and AFAIK AppEngine can NOT auto-scale to 0! Like comment: Like comment: 1 like Like Thread Thread Vajahath Vajahath Vajahath Follow Joined Mar 22, 2019 • May 15 '21 Dropdown menu Copy link Hide App engine standard environment can scale down to zero. I'm paying zero for for my hobby project. cloud.google.com/appengine/docs/th... Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Vugar Vugar Vugar Follow Joined May 9, 2021 • Mar 12 '23 Dropdown menu Copy link Hide The problem with autoscaling to 0 is that it causes cold start. Assume your app is idle state(usually after 20 minutes when no new requests coming) so the total number of instance would be 0. So it take about 10 seconds to start the server in AppEngine for a first request. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Izzy Young Izzy Young Izzy Young Follow Joined Jul 19, 2019 • Mar 18 '21 Dropdown menu Copy link Hide I laughed out a loud a couple of times reading this article. You have a great sense of humor and a fantastic writing style :) Like comment: Like comment: 10 likes Like Comment button Reply Collapse Expand mdovn mdovn mdovn Follow ... Joined Feb 12, 2020 • Sep 1 '21 Dropdown menu Copy link Hide "sometimes tripling or quadrupling depending on Who The F*ck Knows." =)) Like comment: Like comment: 8 likes Like Comment button Reply Collapse Expand bharatsawnani bharatsawnani bharatsawnani Follow Joined Dec 9, 2020 • Dec 9 '20 Dropdown menu Copy link Hide Nice tests and post, but you should specify which environment you're using for GAE. I primarily code in Java (Haven't deployed with Node.js on GAE so far) and from my experience the Standard environment works similarly to Cloud Run, as it spins up a new instance when a request is made (if there wasn't one already idle). The instance stays idle for 15 mins after that it's shutted down. Google gives you a daily free usage quota of 28 hours for instances. Hence if you tests were runnning once every 47 mins (and the requests didn't require much processing power)... then your daily cost would be 0.00$ as you wouldn't be surpassing the daily free quota. If your tests were on the Flexible Environment then that's a whole different story as an instance has to be idle all the time and I am not so sure what machine type they start of from there. In Standard the lowest instance is an F1, whicho would have 256mb RAM, which is not much but enough for a simple app. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Samuel Favarin Samuel Favarin Samuel Favarin Follow I am a Software Engineer and a Bachelor of Computer Science Location Florianópolis, Brazil Work Software Engineer at Conecta Nuvem Joined Nov 12, 2020 • Nov 13 '20 Dropdown menu Copy link Hide Nice post! In the future would be cool to do a benchmark to compare with a similar AWS service. Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand Paul Craig Paul Craig Paul Craig Follow Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Work Dev at Canadian Digital Service Joined Oct 30, 2020 • Nov 13 '20 Dropdown menu Copy link Hide It's a good question. At work we use Fargate a lot, which I find a lot more complex than Cloud Run to set up, but it has a similar "serverless container" platform concept as CR does. Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Mario La Menza Perello Mario La Menza Perello Mario La Menza Perello Follow Joined Aug 9, 2021 • Aug 9 '21 • Edited on Aug 9 • Edited Dropdown menu Copy link Hide I was unsuccessful trying to find out something about your app's datasource. Because IMO there is the big cost, when using Cloud Run. I agree with you, Cloud Run is cheap, but you have to use Cloud SQL as a datasource and in my experience it is far expensive compared with a SQL instance running in GCE. Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Mike Neilens Mike Neilens Mike Neilens Follow Joined Mar 25, 2020 • Jun 21 '24 Dropdown menu Copy link Hide I’ve been running a couple of applications on App Engine for several years and never been billed more than $0.50 per month. I think you may have set up App Engine incorrectly for the workload you are using. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Dom Dom Dom Follow Joined Feb 12, 2020 • Jan 12 '21 • Edited on Jan 12 • Edited Dropdown menu Copy link Hide Misleading post as the premise is that you pay for App Engine 24/7 which isn't true on the standard instances (predefined languages versions e.g. Go 1.12) only if you choose flex (custom versions). Otherwise you have a point but it's not clear and standard App Engine covers most use cases. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Maxim Tan Maxim Tan Maxim Tan Follow Joined Dec 26, 2021 • Dec 26 '21 • Edited on Dec 26 • Edited Dropdown menu Copy link Hide Just to chime in for anyone confused by the huge price difference. In my experience, App Engine Standard Environment with automatic scaling will effectively scale down to "0 instances": After 15 minutes with no request, with automatic scaling, you are billed NOTHING. ( dev-to-uploads.s3.amazonaws.com/up... ) Google states on their pricing page: Accrual of instance hours begins when an instance starts and ends as described below, depending on the type of scaling you specify for the instance: Basic or automatic scaling: accrual ends fifteen minutes after an instance finishes processing its last request. Manual scaling: accrual ends fifteen minutes after an instance shuts down. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand lostinthefield lostinthefield lostinthefield Follow Work Web Developer at Field Museum Joined Apr 27, 2021 • Apr 27 '21 Dropdown menu Copy link Hide Paul, thanks for this hilarious and informative comparison! I was wondering if you had also considered deploying this site as a static site on something like Firebase Hosting/Vercel/Netlify/Github Pages, etc. (straight to a CDN, instead of worrying about hosting)? Next.js takes cares of a lot of pain points (data fetching, caching etc.). We're considering something like that for our own site. You do lose the benefit of having a proper node.js backend, but so far our needs can be met by Next.js mixed with maybe some serverless functions. Overall, that could maybe bring costs down even further than an auto-scaling container, as long as you don't need access to a real server...? Just food for thought. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Lars Rye Jeppesen Lars Rye Jeppesen Lars Rye Jeppesen Follow Aspartam Junkie Location Vice City Pronouns Grand Master Joined Feb 10, 2017 • Dec 18 '22 Dropdown menu Copy link Hide NextJs is great but locks you in to using old hat React, not everybody's cup of tea, mind you. Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand dmytro lysak dmytro lysak dmytro lysak Follow Joined Oct 8, 2021 • Oct 8 '21 Dropdown menu Copy link Hide What about the 1 million requests are free per month on cloud run? Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Lisa Guinn Lisa Guinn Lisa Guinn Follow Joined Oct 19, 2021 • Oct 19 '21 Dropdown menu Copy link Hide This is the monthly free tier on Cloud Run: 180,000 vCPU-seconds 360,000 GiB-seconds (memory) 2 million requests 1 GiB free data egress within North America So the app must have exceeded one of these parameters to incur a monthly charge cf. cloud.google.com/run/pricing Like comment: Like comment: 1 like Like Comment button Reply View full discussion (29 comments) 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 Paul Craig Follow Writes code, drinks tea, etc. Certainly would never get a haircut. Location Ottawa, Canada Work Dev at Canadian Digital Service Joined Oct 30, 2020 More from Paul Craig Quickstart: Continuous deployment to Google Cloud Run using Github Actions # github # serverless # googlecloud # tutorial Google Cloud Run: the best hosting platform for dynamic apps # cloud # googlecloud # docker # serverless 💎 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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https://www.telerik.com/fiddler/fiddler-everywhere-reporter | Fiddler Everywhere Reporter | Record Web Traffic for Support Teams to See Bugs J oin the Progress AI Observability Platform Early Access Program - o bserve, evaluate and improve your AI agents ! skip navigation Telerik Fiddler Product Bundles DevCraft All Telerik .NET tools and Kendo UI JavaScript components in one package. Now enhanced with: MCP Servers Embedded Reporting Document Processing Libraries SSO Account Sign-in Web Kendo UI UI for Angular UI for Vue UI for jQuery KendoReact UI for Blazor UI for ASP.NET Core UI for ASP.NET MVC UI for ASP.NET AJAX Mobile UI for .NET MAUI Document Management Telerik Document Processing Desktop UI for .NET MAUI UI for WinUI UI for WinForms UI for WPF Reporting Telerik Reporting Telerik Report Server Testing & Mocking Test Studio Telerik JustMock CMS Sitefinity AI Productivity Tools MCP Servers UI/UX Tools ThemeBuilder Design System Kit Templates and Building Blocks Debugging Fiddler Fiddler Everywhere Fiddler Classic Fiddler Everywhere Reporter FiddlerCore Free Tools KendoReact Free VB.NET to C# Converter Testing Framework View all products Overview Fiddler Tools Fiddler Everywhere Fiddler Classic Fiddler Everywhere Reporter FiddlerCore Docs & Support Fiddler Everywhere Fiddler Classic Fiddler Everywhere Reporter FiddlerCore Pricing Fiddler Everywhere FiddlerCore Shopping cart Your Account Account Overview Your Licenses Downloads Support Center Forum Profile Payment Methods Edit Profile Log out Login Contact Us Try for Free Fiddler Everywhere Fiddler Classic Fiddler Everywhere Reporter FiddlerCore close mobile menu Fiddler Everywhere Reporter Capture web traffic logs Fiddler Everywhere Reporter is a free, cross-platform tool that lets you capture web traffic logs easily, enabling quick sharing with tech teams for troubleshooting. The tool requires no installation and no login or license, making it easy even for non-technical users to get the job done. Try for Free Windows - Portable App Windows - Zip Intel Mac ARM Mac Step-by-step guide Download the Telerik Fiddler Everywhere Reporter and start the application. Inside Fiddler Everywhere Reporter, choose the capturing mode that fits your needs best and click the Start Capturing button. Once you’ve captured the required traffic, click the Stop Capturе button. Click the Save Capture button, set a password, and choose a location to store your SAZ file. Open the generated SAZ with Fiddler Everywhere to continue the debugging or email the saved file to your debugging buddy . That’s it, you are all set! You have now captured, saved, exported and probably shared the web traffic as a Fiddler archive (SAZ). Cheers! Fiddler Everywhere A modern, easy-to-use web debugging proxy for macOS, Windows, and Linux. More about Test Studio Automated functional, load, and performance testing. More Free Trials All free trials for Telerik products and services. Complete .NET Toolbox Telerik DevCraft Complete JavaScript Toolbox Kendo UI Get Products Free Trials Pricing Resources DX Hub Demos Documentation Release History Forums Blogs Webinars Videos Professional Services Partners Virtual Classroom Events FAQs Recognition Success Stories Testimonials Get in touch Contact Us USA: +1 888 679 0442 UK: +44 13 4483 8186 India: +91 406 9019447 Bulgaria: +359 2 8099850 Australia: +61 3 7068 8610 165k+ 50k+ 17k+ 4k+ 14k+ Contact Us 165k+ 50k+ 17k+ 4k+ 14k+ Telerik and Kendo UI are part of Progress product portfolio. Progress is the leading provider of application development and digital experience technologies. Company Technology Awards Press Releases Media Coverage Careers Offices Company Technology Awards Press Releases Media Coverage Careers Offices Copyright © 2026 Progress Software Corporation and/or its subsidiaries or affiliates. All Rights Reserved. Progress and certain product names used herein are trademarks or registered trademarks of Progress Software Corporation and/or one of its subsidiaries or affiliates in the U.S. and/or other countries. See Trademarks for appropriate markings. All rights in any other trademarks contained herein are reserved by their respective owners and their inclusion does not imply an endorsement, affiliation, or sponsorship as between Progress and the respective owners. Terms of Use Site Feedback Privacy Center Trust Center Do Not Sell or Share My Personal Information Powered by Progress Sitefinity | 2026-01-13T08:48:09 |
https://www.coderabbit.ai/case-studies/taskrabbit-cut-merge-time-by-25-before-adopting-coding-agents | How Taskrabbit cut time to merge by 25% with AI code reviews Features Enterprise Customers Pricing Blog Resources Docs Trust Center Contact Us FAQ Log In Get a free trial Taskrabbit cut merge time by 25% before adopting coding agents 25% Faster Merge Times Instant, 24/7 AI Code Reviews Consistent, Learning-Based Reviews Improved developer productivity San Fransisco, United States https://www.taskrabbit.com/ Engineering team size 100 developers Languages Ruby, React, Javascript, TypeScript, React Native , SQL, Python , Node.js Challenge Code reviews were creating a bottleneck that hindered developer experience and productivity, resulting in painfully slow development cycle times. Get started today Share Taskrabbit has experienced significant growth since its launch over a decade ago. Because of that growth, the popular platform that connects people with skilled local “Taskers” has a large engineering team and is always seeking innovative ways to streamline its processes and make its developers’ lives better and more productive. Kiran Kanagasekar , a Senior Engineering Manager at Taskrabbit, leads multiple teams, including the Developer Excellence team, which aims to enhance developer productivity across the organization. While many companies implemented AI coding agents to enhance productivity, Kiran zeroed in on code reviews as the critical area needing improvement, as they were an existing bottleneck that was affecting their development cycle time. He believed that jumping straight to implementing AI coding assistants would only exacerbate the existing review bottleneck that saw consistently slow merge times – and not make the company any more productive. So, Kiran focused on leveraging AI for code reviews. This move led Taskrabbit to CodeRabbit, an AI tool that promised to fix their code review problem. Challenge: Slow time-to-merge and inconsistent code standards Before using CodeRabbit, Taskrabbit faced common code review challenges that hurt their merge time and frustrated developers. These issues worsened due to their global engineering team and massive, monolithic codebase. Slow review cycle due to global teams Taskrabbit’s engineering team is spread across the globe, with teams in the US and Poland. This global setup meant that if you created a pull request late in your time zone, you’d be waiting for feedback until the next business day in a different time zone. Kiran put it this way: If I create a PR after 2 o’clock in the Pacific time zone, that’s it. I don’t receive any reviews from Eastern Time or European people. I have to wait for the whole day, and then they’ll come back and provide a comment. This built-in delay, resulting from the company’s geographic spread, directly led to longer development cycle times. Inconsistent coding standards across a growing codebase Maintaining consistent coding standards across a decade-old, evolving codebase was a persistent struggle for Taskrabbit. New senior engineers, despite their general industry knowledge, often lacked immediate familiarity with Taskrabbit's unique patterns and anti-patterns. This disparity led to inconsistencies in code reviews and approvals. While Taskrabbit had attempted to address this through linters and automation using the Danger framework, they recognized the need for an innovative, learning-based code review tool that could consistently enforce best practices. Potential for delayed identification of vulnerabilities and optimizations While Taskrabbit didn’t ship many bugs, the manual review process occasionally overlooked vulnerabilities or opportunities for code optimizations. Leveraging CodeRabbit as a first-pass reviewer allowed them to streamline the review process for senior reviewers, who could then focus on more substantive issues. AI coding tools would have worsened the merge time bottleneck Kiran understood that adding AI coding assistants would create more PRs and worsen the review process. Writing code faster was never the issue; the bottleneck was always code review, Kiran Kanagasekar, Senior Engineering Manager Kiran’s foresight prevented Taskrabbit from simply exacerbating the bottleneck and frustrating the team. 300 PRs/week 24/7 feedback on PRs 25% reduced merge time Why Taskrabbit loves CodeRabbit https://youtu.be/0WmK5QqqjJY Taskrabbit’s decision to implement CodeRabbit stemmed from a deliberate strategy to address its most significant pain point first: code reviews. Kiran was convinced that an AI code review tool would be more helpful than an AI coding assistant at that stage, and he was right. It leveraged AI to solve their actual problem: Code reviews Kiran watched AI coding tools popping up everywhere, but saw a problem inherent in adopting them. While these tools promised to generate code faster, they did nothing to alleviate existing code review logjams, such as those Taskrabbit was experiencing, even as they contributed to worsening those bottlenecks. I feel like CodeRabbit is solving the code review problem, and that was attractive, I was thinking, why not solve that problem before we use a coding tool? Kiran Kanagasekar, Senior Engineering Manager That thinking ensured that when Taskrabbit eventually tried AI coding tools, they’d already have a solid review process and faster software development cycle time to handle the increased PR volume. Immediate feedback for distributed teams CodeRabbit gave instant, 24/7 feedback on PRs, effectively eliminating the time zone problem. “CodeRabbit gives me initial feedback that I can modify,” Kiran said. This meant that by the time human reviewers arrived, many basic suggestions and standard issues had already been addressed, thereby dramatically reducing the time required for human reviews. Enhancing consistency and learning across the team Kiran appreciated CodeRabbit’s ability to learn and give consistent feedback. He noted a case where CodeRabbit learned a specific Taskrabbit standard, even when it wasn’t common industry practice. CodeRabbit is constantly learning, which I like, Kiran Kanagasekar, Senior Engineering Manager CodeRabbit’s ability to learn meant the tool adapted to Taskrabbit’s unique codebase and internal guidelines, thereby maintaining consistency across their entire team of over 100 engineers. Valuable features for improved comprehension and efficiency Taskrabbit engineers loved CodeRabbit’s sequence diagrams and summary features. The sequence diagram gave a quick, high-level understanding of a PR’s context, so reviewers didn't need to dig into JIRA tickets. The summary feature also helped developers who were unfamiliar with a specific ticket. CodeRabbit’s IDE integration was also something that Taskrabbit appreciates – since it gives engineers immediate feedback before even creating a PR. Results: Faster development cycle time, improved DevEx With CodeRabbit in use across most repositories, including their central Ruby monolith, Taskrabbit has seen real improvements in its workflow. Over 25% reduction in time to merge: Taskrabbit’s development cycle time for PRs, including the outliers that typically take longer, has dropped dramatically. Kiran reported a reduction from an average of 10 days to 7 days, representing an improvement of over 25%. The faster review process and merge time reduction mean Taskrabbit is shipping the code faster to the market, allowing their teams to deliver new features and serve customers more efficiently. With over 300 PRs pushed through CodeRabbit each week, the impact is enormous. Improved developer experience and satisfaction: Immediate feedback from CodeRabbit has significantly increased developer satisfaction. Engineers no longer have to wait for reviews, giving them a sense of continuous progress. Kiran compared it to having “a pair of programmers sitting with you giving you comments on recommendations. ” Foundation for future AI tool adoption: By resolving their code review bottleneck, Taskrabbit established a solid foundation for implementing other AI tools without compromising shipping velocity or developer experience. Kiran's strategic decision means they can now confidently explore AI coding assistants, knowing their review process can handle the increased PR volume and complexity that such tools might create. Enhanced code consistency and early bug detection: Taskrabbit developers’ experience with CodeRabbit shows that CodeRabbit identifies potential vulnerabilities and helps enforce coding standards. The tool's ability to suggest optimizations and flag potential issues before human review has added an extra layer of quality assurance for their team. Kiran recalled a specific instance during the Proof of Concept with CodeRabbit, where “CodeRabbit also offered valuable ideas for implementing functionality more efficiently. CodeRabbit suggested a way to optimize the code, and that was helpful to us. CodeRabbit = Less review overhead, 25% reduction in merge time Before CodeRabbit • Inconsistent coding standards across a massive, decade-old codebase • Missed opportunities to catch vulnerabilities or optimizations early • AI coding tools would have worsened the merge-time bottleneck After CodeRabbit Consistent, learning-based code reviews across teams Early detection of vulnerabilities and optimization opportunities 24/7 instant feedback eliminated timezone delays For Taskrabbit, adopting CodeRabbit was a strategic move that effectively tackled a critical bottleneck by leveraging AI. By prioritizing AI code reviews over AI coding assistants, they have successfully "slashed their time to merge by over 25%, made developers happier, and set themselves up for a more scalable and efficient future,” shared Kiran. Now that their code review bottleneck has been cleared, they’re also ready to consider implementing AI coding assistants, confident that they can handle the additional review work. Kiran believes that CodeRabbit also greatly enhances the developer experience. If any company cares about productivity, I think this is the tool for them,” Kiran shared. People get fulfillment from completing their tasks. CodeRabbit delivers that boost by helping to move the PR process along. Every company could use a tool like this. San Fransisco, United States https://www.taskrabbit.com/ Engineering team size 100 developers Languages Ruby, React, Javascript, TypeScript, React Native , SQL, Python , Node.js Challenge Code reviews were creating a bottleneck that hindered developer experience and productivity, resulting in painfully slow development cycle times. Get started today Want to see how CodeRabbit can help your team? 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https://www.telerik.com/teststudio | Automated Testing Software for Web and Desktop | Test Studio skip navigation Telerik Test Studio Product Bundles DevCraft All Telerik .NET tools and Kendo UI JavaScript components in one package. Now enhanced with: MCP Servers Embedded Reporting Document Processing Libraries SSO Account Sign-in Web Kendo UI UI for Angular UI for Vue UI for jQuery KendoReact UI for Blazor UI for ASP.NET Core UI for ASP.NET MVC UI for ASP.NET AJAX Mobile UI for .NET MAUI Document Management Telerik Document Processing Desktop UI for .NET MAUI UI for WinUI UI for WinForms UI for WPF Reporting Telerik Reporting Telerik Report Server Testing & Mocking Test Studio Telerik JustMock CMS Sitefinity AI Productivity Tools MCP Servers UI/UX Tools ThemeBuilder Design System Kit Templates and Building Blocks Debugging Fiddler Fiddler Everywhere Fiddler Classic Fiddler Everywhere Reporter FiddlerCore Free Tools KendoReact Free VB.NET to C# Converter Testing Framework View all products Overview Solutions Functional UI Testing RESTful API Testing Load Testing Remote Test Execution Agile Teams Web Test Automation Desktop Test Automation Responsive UI Testing Continuous Testing Training Resources Docs and Support Documentation Virtual Classroom Videos Blogs Webinars Whitepapers Case Studies Feedback Portal Technical Support What’s New Roadmap Release Notes Trust Center FAQs Pricing Shopping cart Your Account Account Overview Your Licenses Downloads Support Center Forum Profile Payment Methods Edit Profile Log out Login Contact Us Request a demo Try now close mobile menu Overview Features By Role Testing Types Case Studies Testimonials Recorder Preview FAQs Try now Telerik Test Studio Automated Testing That Just Works Ensure quality web and desktop apps that deliver the experiences users demand. Download Free Trial Buy Now *With free access to on-demand training to support evaluation. Nasa Microsoft Fox Samsung IBM World Bank Group Volvo Empower Your Team with Automation Tools for Every Role and Skills Set Automated testing has come of age with Progress® Telerik® Test Studio software test automation. With the super-intuitive test recorder, its patented mixed element find logic makes tests more stable and reliable while keeping test maintenance to a minimum. Test Studio maximizes test coverage ensuring optimal app quality and addresses QA’s top challenges. Record/Playback Enables Fast Automation Simply record your test and use automated playback for an easy and fast way to craft your test and then run that same script to test multiple browsers. Quick and Stable Test Runs Use the built-in scheduling feature or integrate test suites in any CI/CD setup. Monitor Quality Keep track of automation and app quality through the Executive Dashboard with web-based results and reports. Minimize Test Maintenance Maintenance is greatly reduced with patented element detection, centralized object repository, intelligent suggestions and multi-mechanism element search. Latest News Full desktop test automation support is now available in Test Studio. Test Studio offers advanced web and desktop features, allowing you to cover testing for any legacy or modern technology that comes in question for you. Read more! Enable Automated Testing for Everyone, With or Without Code Test Studio’s blend of codeless and code-based automation capabilities in an intuitive UI enables testing anyone can use regardless of expertise and delivers outstanding results for QAs, developers and managers. QA Do you feel overwhelmed by the thought of developing and implementing stable and reliable test automation? /> /> /> /> /> /> /> /> /> /> Developer Is creating and maintaining sophisticated test scripts using basic frameworks more challenging than you thought? Manager Do you have easy access to test results and quality metrics necessary to make informed decisions fast? What’s Included Whether it’s eliminating bottlenecks with regression testing, increasing test coverage across UI, RESTful API, and load scenarios, or keeping the entire team in the loop, Test Studio helps you tackle the biggest challenges of a modern testing cycle. Most Popular Functional Testing Create, run and maintain automated functional tests across web and desktop and a wide range of .NET and JavaScript technologies. Intuitive test recorder with cross-browser support Data-driven testing Intelligent hybrid element detection Headless test execution PDF validation with OCR support Executive Dashboard with web-based results and reports Integrated scheduling and remote test execution CI/CD integration See all features API Testing Enhance your web tests with API calls while verifying the integrity and reliability of your APIs. Codeless Testing of RESTful Services API Test as Step in Functional Tests Dynamic API Tests Coded Steps in API Tests API Testing Integrations See all features Load Testing Get a better understanding of how your website or app performs under extreme load conditions. Low-Code Configuration Multiple Load Test Sources Real-Life Condition Simulation Smart Diagnosis of Issues Scheduling and Distributed Runs See all features Web Test Automation Automate functional, load, API and regression testing for any website, without code. Explore features Desktop Test Automation Improve the quality across any Windows-based application with desktop test automation. Explore features Responsive Testing Verify how your responsive web app behaves without repetitive tasks, browser or device switching. Explore features Continuous Testing Bring UI automation into CI/CD to enable critical feedback earlier in the delivery pipeline. Explore features Case Studies Vistaprint – how a global marketing services giant created a unified automated testing platform with Telerik Test Studio Read the Whole Story How Scorpion Software Saved $100k a Year with Telerik Test Studio Read the Whole Story RevSpring Delivers Higher Quality Releases in a 1/4 of the Time with Test Studio Read the Whole Story Insperity Estimates a 30% Time Savings on QA Testing With Telerik Read the Whole Story Read all case studies What QAs Say Telerik Test Studio enables our quality assurance team to quickly identify potential bugs pre-release within the DevOps pipeline. We have been able to scale and accelerate delivery of new features while reducing our manual testing on existing functionality. The features are deep, yet easy to use. The consistent addition of new and improved features helps improve the efficiency of our testing efforts. Mike Goodwin Director of Technical Support and Quality Assurance, Kiddie Academy® Headless execution allows us to greatly reduce the overall time needed to complete a test cycle. This method also allows us to integrate Test Studio into our CI pipeline so we can run any portion of the test plan at the time of merge and/or deployment. Zachary Hansen Chief Technology Officer, Angus Energy Test Studio is a fantastic platform for anyone who's new to automated testing because it's got a very intuitive UI, but also for somebody who's highly skilled as they can immediately pick up on what Test Studio can do and make very effective use of the tool. Pete O'Grady QA Manager, RevSpring The best thing about Test Studio is easy ramp up which enables anybody to start creating tests within a few days. The centralized element repository is very comfortable, bringing down test maintenance costs. Himanshu Saraowgi QA Engineer, Pegasystems Test Studio integrated seamlessly into our automated software testing needs. Its ease-of-use is unbelievable. It does all the heavy lifting allowing the developer to focus on more in-depth testing. Gregory Hargrove Software Developer, Correct Care Solutions After using the trial for a week we increased our automated testing from 5% to 30%. Test Studio was so easy to incorporate into our existing testing environment! Tests are stable and easy to run and understand. Mark Judson Software Developer, EBSCO Industries Inc. Let's Get Started Talk to a web test automation expert and see how Test Studio fits in your project. Download Free Trial Request a Demo Awards Greatness—it’s one thing to say you have it, but it means more when others recognize it. Telerik is proud to hold the following industry awards. G2 Leader Enterprise Grid Summer 2025 G2 Leader Highest User Adoption Summer 2025 G2 EMEA Regional Leader Summer 2025 G2 Users Love Us Backed by Progress ® Progress gives you everything you need to design, build, run and manage consumer-grade end user experiences. And beyond technology, we’re your trusted partner with the reliable support and resources to help solve your toughest challenges. Frequently Asked Questions What is Telerik Test Studio? Telerik Test Studio is а test automation platform for web, desktop and responsive web applications. It offers functional UI, load/performance and RESTful API testing and is designed to support both the less experienced QAs as well as the savvier automation engineers with coding skills and software engineers in test. Test Studio falls into the category of visual recording tools that allow users to create tests based on recording actions in the browser. Recorded tests can be further expanded through going into the test script and performing advanced in-code actions. Test Studio leverages the first of its kind hybrid technology to locate elements based on a combination of object ID and image, which places Test Studio among the tools with the most stable element-find logic. Apart from being able to automate anything found on the web, Test Studio covers a wide range of legacy and modern technologies, including the latest WPF framework updates and innovative tech such as Blazor. Does Test Studio integrate with Visual Studio? Yes, Test Studio comes with out-of-the box plugin allowing you to automate end-to-end across web and desktop, right inside Visual Studio. The plugin is available with a Test Studio Ultimate license and as part of the DevCraft Ultimate bundle. It enables test automation of .NET applications within your favorite IDE, with native support for the most popular Telerik and Kendo UI components by way of built-in translators. Is Test Studio easy to work with? Test Studio is an easy-to-use tool for anyone who's new to automated testing because it doesn’t require writing code and has a very intuitive record & playback interface to support non-technical users. Test Studio is also easy to learn for highly skilled testers as, with its advanced features, it allows them to make very effective use of the tool and solve even hard-to-automate scenarios. What users love most about Test Studio is that it is so easy to create and run tests, ensuring that critical application features are working correctly and giving businesses the confidence that everything remains stable during development. How to install Telerik Test Studio? It is fairly easy to install Test Studio. You only need to download a free trial from the Test Studio website. Once you have downloaded the Test Studio *.exe or *.msi file, double click it to start the installation wizard. The only important prerequisite to consider before you install Test Studio is having administrator rights on your machine. The installation and setup are described step by step in the technical documentation . When you successfully purchase a Test Studio license, you can activate it within the already installed Test Studio instance. Is Test Studio based on Selenium? Test Studio is not based on Selenium. Test Studio’s underlying .NET-based Testing Framework is proprietary technology that receives consistent commercial support, meaning that by shipping new Test Studio features with each release, the Testing Framework gets regular updates to support new functionality. The Testing Framework is free to download and use but it requires advanced coding skills to create end-to-end UI tests. The Test Studio standalone tool on the other hand is an out-of-the box solution for automated testing, relying on dedicated professional support by the engineers who build the tool. Users, especially the less experienced ones, get access to ready-to-use features, built-in multi-browser support, reusability of elements across tests, test suites, projects and more. Which testing methodologies does Test Studio support? Test Studio allows you to automate UI testing for WPF and web applications based on any available web/front-end technology. In addition, Test Studio supports load testing as well as RESTful APIs to verify the integrity of API requests and help cover complex end-to-end, performance and integration testing scenarios. Test Studio also enables integration of test suites into any CI/CD setup, supporting all common CI platforms: Azure DevOps, Jenkins, Bamboo, TeamCity and anything in between. Can I schedule tests with Test Studio? Yes, you can. Test Studio allows you to schedule tests for execution on virtual machines or remote servers. To do that, you need to install the Test Studio Run-Time add-on on several servers or virtual machines and distribute your tests for faster, parallel execution. With Run-Time installed on build servers, agents and test controllers, you’ll be able to leverage the included test runner to execute tests as part of your build process and continuous integration environment. Can I use Test Studio on a virtual machine? Yes, you can. Test Studio allows you to run headed-UI or three times faster headless tests on any physical or virtual Windows machine. By configuring virtual machines to act as remote execution servers, you can simultaneously execute test lists remotely, schedule runs, store test results and much more. How to locate elements with Test Studio? Most modern test automation tools and frameworks utilize either attributes or images to locate elements. Test Studio combines both approaches into its unique hybrid logic to find objects. While creating a recorded test, Test Studio records not only an element’s unique combination of locators, but also an image for each element. During execution, Test Studio first looks for the object’s DOM-based find logic to locate an element. If it doesn’t succeed in locating the element, it looks for the recorded element’s image. The result is that test failures caused by changed or dynamic elements are reduced to a minimum. Can I test WPF applications with Test Studio? Yes, you can. Test Studio allows you to automate a wide range of WPF applications based on both legacy and modern framework technologies, providing day-zero support for .NET 4.5+, .NET Core, .NET 5, .NET 6 Preview or higher versions. Which type of license do I need to run tests in CI/CD? Integration with all popular CI/CD tools and platforms is supported under both Test Studio Web & Desktop and Test Studio Ultimate licenses. Each Test Studio Ultimate floating-machine license includes one free Test Studio Run-Time add-on, which ensures additional flexibility by allowing remote test execution as part of the CI/CD pipeline. Additional Run-Time licenses can be purchased any time and will work with both Test Studio Web & Desktop and Test Studio Ultimate. Read more about our licensing options. Can I move a Test Studio license from one machine to another? Yes, you can. Both Test Studio Web & Desktop and Test Studio Ultimate licenses are floating-machine based, which means that each Test Studio license can be installed on many machines but can run only on one machine at a time. Find answers to all your questions about licensing in our Licensing FAQs . 1,7K+ ISV’s 100K+ enterprises 2.1M+ developers Next Steps Download Free Trial Request a Demo Complete .NET Toolbox Telerik DevCraft Complete JavaScript Toolbox Kendo UI Get Products Free Trials Pricing Resources DX Hub Demos Documentation Release History Forums Blogs Webinars Videos Professional Services Partners Virtual Classroom Events FAQs Recognition Success Stories Testimonials Get in touch Contact Us USA: +1 888 679 0442 UK: +44 13 4483 8186 India: +91 406 9019447 Bulgaria: +359 2 8099850 Australia: +61 3 7068 8610 165k+ 50k+ 17k+ 4k+ 14k+ Contact Us 165k+ 50k+ 17k+ 4k+ 14k+ Telerik and Kendo UI are part of Progress product portfolio. Progress is the leading provider of application development and digital experience technologies. 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https://docs.suprsend.com/docs/authentication-methods | Authentication Methods - 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 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 MANAGE YOUR ACCOUNT Authentication Methods Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog MANAGE YOUR ACCOUNT Authentication Methods OpenAI Open in ChatGPT All types of authentication methods available for securely accessing your SuprSend account. OpenAI Open in ChatGPT We support invite-only account association: This would mean that users registering with the same domain as your account domain won’t be automatically added to the account. Users can join the account only if they are invited by the admin. Magic Auth This is a password less authentication method that allows users to sign in or sign up using a unique six-digit, one-time-use code sent to their email inbox. This code remains valid for 10 minutes. Upon entering the code, users gain access to the SuprSend dashboard. Additionally, users who signed up using Magic Auth can switch to Google SSO during login. Social Login (Google, GitHub SSO) Users can login using their existing credentials with OAuth providers such as Google or GitHub. SAML 2.0 SSO This method enables users to authenticate using their corporate identity provider, such as Okta, to access their SuprSend account. Once SSO is enabled, all members are redirected through the identity provider’s authentication flow for access. Available in enterprise plan If you’re on the Enterprise plan and would like to enable the single sign-in, reach out to our support team at [email protected] . We’ll share a step-by-step guide tailored to your specific identity provider (IdP). Multi-Factor Auth (MFA) You can enable MFA in your account to introduce an additional layer to security to your account. Admin can enable MFA from your teams page. Once enabled, all team members will have provide an additional time-based one-time password (TOTP) every time they login. Was this page helpful? Yes No Suggest edits Raise issue Previous Messagebird (SMS) Possible SMS delivery errors reported by Messagebird and their resolutions. ⌘ I x github linkedin youtube Powered by On this page Magic Auth Social Login (Google, GitHub SSO) SAML 2.0 SSO Multi-Factor Auth (MFA) | 2026-01-13T08:48:09 |
https://unjs.io | UnJS: Unleash JavaScript's Potential UnJS Packages Blog Relations 49.2k What's new Introducing UnJS Relations Unleash JavaScript's Potential with the UnJS Ecosystem Agnostic Excellence: JavaScript Libraries, Tools, and Utilities, Crafted to Elevate Your Coding Journey. Explore the Universe A unified JavaScript ecosystem The UnJS Philosophy A robust ecosystem, driven by the UNIX Philosophy, housing purpose-built, high-quality JavaScript utilities, libraries, and tools, upheld by a collaborative community. High-quality & Single-Purpose Every package is finely crafted and focused on specific functionalities making them easy to understand and efficient. Collaborative & Welcoming A community where developers unite to innovate embracing fresh ideas, feedback, and code contributions with open arms. Consistency & Compatibility Sliced into low level functions and following best practices, every package ensures smooth compatibility across various JS environments. A new world opens up The UnJS Universe Embrace the harmony of consistent, independent solutions that work together and enrich the entire JavaScript ecosystem, empowering developers. Explore the Universe Trusted by the Community for its Quality and its Simplicity 63 Packages 49k Stars 421m Monthly Downloads 4k Followers on GitHub UnJS Unlock the potential of your web development journey with UnJS - where innovation meets simplicity, and possibilities become limitless. Community Contribute Discussions Contact us Content Search UnJS Website Design Kit GitHub © 2023 UnJS Team . Website is licensed under CC BY-NC-SA 4.0 | 2026-01-13T08:48:09 |
https://docs.suprsend.com/docs/embedded-preference-centre | Embedded Preference Centre - 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 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 PREFERENCE CENTRE Embedded Preference Centre Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog PREFERENCE CENTRE Embedded Preference Centre OpenAI Open in ChatGPT How to integrate a Notification Preference Center into your website and add its link to your notification templates. OpenAI Open in ChatGPT The Notification Preference Centre is a embedded page inside your application where users can specify the types of notifications they wish to receive and on which channels. With SuprSend’s preference management center, you can effortlessly configure preferences. Simply add notification categories on SuprSend dashboard and get a fully functional preference page that can be seamlessly integrated into your application. This preference page offers a user-friendly interface, enabling users to conveniently manage their notification settings within your application. Rest assured, it remains synchronized with any changes made to notification categories on SuprSend. This means that once integrated, you no longer need to worry about modifying your code to accommodate future updates. Also, user preferences are automatically validated at each workflow run, guaranteeing notifications align with user’s latest preference settings. With notification preferences, you can increase user delight by giving them greater autonomy over their notification experience thereby reducing the risk of users turning of all notifications from your platform. Integrating preference page into your application With SuprSend, user can set preferences at 3 levels- communication channel, notification category and selected channels inside a category. We provide a headless solution with hooks to read and update data at all 3 levels. We’ll also give an example code to add our pre-defined UI. You can do any level of UI customization to match with your brand design. SDKs are available in below languages. We’ll be adding support in other languages soon: Javascript (Web) React Angular Adding preference page link in notifications 1 Add preference page link in tenant settings page Add Embeddable Preference Page link in tenant settings on SuprSend dashboard. This will automatically create a variable with key $embedded_preference_url . You can add this variable in your templates to add preference page link in your notifications. 2 Add preference page link in your templates Add this variable {{$embedded_preference_url}} in your templates to redirect users to the preference page in your application when users clicks on that link. Was this page helpful? Yes No Suggest edits Raise issue Previous Javascript Integration guide to add notification preference centre in Javascript website. Next ⌘ I x github linkedin youtube Powered by On this page Integrating preference page into your application Adding preference page link in notifications | 2026-01-13T08:48:09 |
https://dev.to/how-to-avoid-plagiarism#reporting-plagiarism | Guidelines for Avoiding Plagiarism on 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. 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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 Forem Close Guidelines for Avoiding Plagiarism on DEV This guide was last updated by the DEV Team on July 19th 2023 and is based on DEV Community: How to Avoid Plagiarism . As DEV continues to grow, we want to ensure that DEV remains a place of integrity and inclusiveness. At DEV, we use Community Moderation as a tool to maintain a respectful and positive environment. It is important to us that we provide you all with the tools to identify and flag problems that may affect a single author or countless DEV users. In this post, we hope to provide simple and effective guidance to combat plagiarism as a community. Whether you’re reporting plagiarism as you stumble upon it or learning how to avoid it in your own writing, hopefully, you find this resource helpful! What is Plagiarism? Oxford Languages defines plagiarism as, "the practice of taking someone else's work or ideas and passing them off as one's own," however, plagiarism is multifaceted and it’s not always so clear as this. Bowdoin University wrote a great breakdown of the four most common types of plagiarism , in tl:dr fashion these are: "Direct Plagiarism" "Self Plagiarism" "Mosaic Plagiarism" "Accidental Plagiarism" Let's take a little deeper look into each… Direct Plagiarism is the most blatant form of plagiarism we encounter. This pertains to a user copying and pasting content from another blog, piece of media, or document, and claiming it as their own. Self Plagiarism is described through an academic lens in the Bowdoin University article which is not as relevant to our community, but we can think of this in a different way. For instance, you could potentially self-plagiarize by reposting an article you wrote for a company or publication, if they own your work. In many circumstances, these places will be happy for you to repost your work elsewhere, but make sure that you understand the terms and conditions of your writing before reposting. Mosaic Plagiarism generally starts when someone is inspired by another user's work and wants to write about the same topic. This occasionally manifests as copying and pasting certain passages of someone else’s work or as Bowdoin says “ finds synonyms for the author’s language while keeping to the same general structure and meaning of the original ” but failing to cite the original author. (Notice how we were able to link directly to the specific language in the text... every extra step we can take to clarify where the info came from is ideal!) Accidental Plagiarism happens when folks misquote their sources, forget to cite sources, or copy their sources too closely by accident (like mosaic plagiarism). How to Avoid Plagiarizing Someone's Work? Luckily, avoiding plagiarism is pretty easy once you know how to identify it. Typically, it is as simple as providing a straightforward source and citation to any media you use that is not your own in your post. When should I cite something? If you're pulling information from an external source that you did not create, you should always cite where the information came from. For example, say you're writing an article on using an npm package, axios, and you're using information from their documentation — you should link their docs in your article. This not only gives them credit for their work but also helps the DEV community in case someone wants to do more research about the topic. If you copy a source directly — use quotes and absolutely provide a source + citation. If you just looked at a source and paraphrased it in your own words, you don't need to use quotations, but it is still best to cite the source. If in doubt, always provide a source + citation! It's unlikely anyone will fault you for offering too many citations or listing too many sources. How should I cite something? Great question! See how I linked to the university's actual post on plagiarism ( the source ) and quoted the plagiarism types that they named. Notice that I didn't try to misappropriate these ideas as my own in any way and made it explicitly clear that this information came from Bowdoin University. This allows readers to do more research at the original source and ensures that the writers receive fair credit. A Note on AI Assisted Plagiarism We understand that there are AI tools (like ChatGPT) that can be used to aid in content creation. When used responsibly, these tools can be really cool and are generally allowed on the platform. However, these tools also have the potential for abuse. Please review our guidelines for using AI-assisted tools in your writing here: Guidelines for AI-assisted Articles on DEV Erin Bensinger for The DEV Team ・ Dec 19 '22 #meta #chatgpt #writing #abotwrotethis You should check out the full guidelines, but in regards to plagiarism, take care not to use AI to copy someone’s work unwittingly… and of course, don’t do it on purpose either! Always do your research and be responsible, making sure to cite sources if appropriate and disclose whatever tool you used to write your article. And even then, using AI does not excuse you from posting an article that plagiarizes others’ works. If we discover that you have done so, we will act to unpublish any offending posts and may suspend your DEV account. Be mindful and don’t let your usage of AI cause you to plagiarize. How to Recognize & Report Plagiarism? Now that you know how to properly cite sources, let's talk a bit about how to recognize plagiarism and where to go to report it. Recognizing Plagiarism Sometimes you just get the feeling that something is being plagiarized. Maybe you feel like you read it somewhere before. Or perhaps you notice a sharp change in the author’s voice. Maybe you see strange errors that occur from copying/pasting! Do a little detective work by dropping chunks of the text into your search engine of choice (or try the “quick search” option on plagium.com), and see if you can find any results with similar wording. If you do, report it to us ! (More on that below!) And of course, plagiarism doesn’t just happen in writing — it’s just as important to attribute images, code, videos, and other media. If you see a graph (or code block) you recognize from elsewhere, try to place it, and again, let us know. You might find the reverse image search at tineye.com helpful for seeing if an image is plagiarized! Other times, you may notice that someone isn't taking content from another source word-for-word, but their content feels too close to the original for comfort. Alternatively, maybe their graph is in blue instead of red like the original, or maybe their code has slightly different variables but is otherwise the same as someone else’s. If you feel like it’s off, report it and let us know why! What about those times when someone seems to be claiming that a repo or CodePen is theirs (when it's not)? ... Definitely reportable! As for examples that likely should not be reported: someone is reposting their own work that they first posted elsewhere someone is giving a shout-out to someone else's work or has written a companion piece/response to someone else's post (while making it clear it's unaffiliated) Reporting Plagiarism If you believe you’ve encountered plagiarism or copyright violations, the absolute BEST action you can take is to report the post and provide any evidence you have. Reporting the post sends it directly to our community team to take action. If you're unsure, it's okay to send it to us for review... we won't penalize you for being mistaken. All this said, we do not recommend calling anyone out in the comments section — as we discussed before, plagiarism can be accidental and/or is sometimes enforced differently in a variety of cultures. We ask that you simply report the post rather than getting personally involved which could accidentally trigger arguments, hurt feelings, or possibly even further conduct violations. Thank you! If you have questions or feedback about our approach, we encourage you to contact us via support@dev.to . If you believe that someone isn't following these guidelines, please don't hesitate to report them to us via our Report Abuse page . Also, if you want to help enforce the Code of Conduct, you might consider becoming a DEV moderator. Visit the DEV Community Moderation page for more information on roles and how to get involved. Thanks! 💎 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 Forem — 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 . Forem © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:09 |
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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 Xano Challenge Follow Hide Create Post Older #xanochallenge posts 1 2 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu f Anurag Sati Anurag Sati Anurag Sati Follow Dec 14 '25 f # devchallenge # xanochallenge # ai # backend Comments Add Comment 1 min read Smart Task Management API: AI-Driven Productivity Backend with Xano Xano AI-Powered Backend Challenge: Full-Stack Submission ANIRUDDHA ADAK ANIRUDDHA ADAK ANIRUDDHA ADAK Follow Dec 12 '25 Smart Task Management API: AI-Driven Productivity Backend with Xano # devchallenge # xanochallenge # ai # backend Comments 1 comment 2 min read Congrats to the Xano AI-Powered Backend Challenge Winners! Jess Lee Jess Lee Jess Lee Follow for The DEV Team Jan 1 Congrats to the Xano AI-Powered Backend Challenge Winners! # xanochallenge # backend # api # ai 23 reactions Comments 4 comments 2 min read Building a Production-Ready Business Lead Intelligence API with AI & Xano Xano AI-Powered Backend Challenge: Public API Submission lateef ahmed lateef ahmed lateef ahmed Follow Dec 14 '25 Building a Production-Ready Business Lead Intelligence API with AI & Xano # webdev # programming # ai # xanochallenge 3 reactions Comments Add Comment 3 min read RepoSense API : Repository Intelligence That Actually Works Xano AI-Powered Backend Challenge: Public API Submission Divya Divya Divya Follow Dec 15 '25 RepoSense API : Repository Intelligence That Actually Works # devchallenge # xanochallenge # api # backend 42 reactions Comments 12 comments 17 min read I Built an API That Reads Your Git Chaos & Writes Perfect Commits (+Catches Your Exposed API Keys) Xano AI-Powered Backend Challenge: Public API Submission Divya Divya Divya Follow Dec 15 '25 I Built an API That Reads Your Git Chaos & Writes Perfect Commits (+Catches Your Exposed API Keys) # devchallenge # xanochallenge # api # backend 41 reactions Comments 8 comments 13 min read PromptShield AI – An AI Cost & Risk Firewall Built with Xano Xano AI-Powered Backend Challenge: Full-Stack Submission Manikant Kella Manikant Kella Manikant Kella Follow Dec 14 '25 PromptShield AI – An AI Cost & Risk Firewall Built with Xano # devchallenge # xanochallenge # ai # backend 20 reactions Comments 8 comments 5 min read The Covenant Guardian Xano AI-Powered Backend Challenge: Public API Submission Paulo Paulo Paulo Follow Dec 12 '25 The Covenant Guardian # devchallenge # xanochallenge # api # backend 33 reactions Comments Add Comment 1 min read Nigerian Government Fees API: AI-Powered Public Service Data Xano AI-Powered Backend Challenge: Public API Submission AbdulmalikAlayande AbdulmalikAlayande AbdulmalikAlayande Follow Dec 15 '25 Nigerian Government Fees API: AI-Powered Public Service Data # devchallenge # xanochallenge # api # backend 6 reactions Comments Add Comment 10 min read Simply Learn - An AI-First LMS with Next.js 16 & Xano Xano AI-Powered Backend Challenge: Full-Stack Submission Arya Pratap Singh Arya Pratap Singh Arya Pratap Singh Follow Dec 13 '25 Simply Learn - An AI-First LMS with Next.js 16 & Xano # devchallenge # xanochallenge # ai # backend 53 reactions Comments 15 comments 8 min read LucideCrawl: AI-Powered Web Ingestion and Phishing Detection API Built on Xano Xano AI-Powered Backend Challenge: Public API Submission Temitope Temitope Temitope Follow Dec 15 '25 LucideCrawl: AI-Powered Web Ingestion and Phishing Detection API Built on Xano # devchallenge # xanochallenge # api # backend 65 reactions Comments 2 comments 15 min read From RFQ Emails to Winning Proposals: Building Tendr Xano AI-Powered Backend Challenge: Full-Stack Submission Agastya Khati Agastya Khati Agastya Khati Follow Dec 14 '25 From RFQ Emails to Winning Proposals: Building Tendr # devchallenge # xanochallenge # ai # backend 21 reactions Comments 2 comments 3 min read Join the Xano AI-Powered Backend Challenge: $3,000 in Prizes! Jess Lee Jess Lee Jess Lee Follow for The DEV Team Nov 26 '25 Join the Xano AI-Powered Backend Challenge: $3,000 in Prizes! # xanochallenge # backend # ai # api 117 reactions Comments 36 comments 6 min read My 5-Day Journey with the Kaggle AI Agents Intensive – What I Learned & Built Busanamoni Sowmya Busanamoni Sowmya Busanamoni Sowmya Follow Dec 4 '25 My 5-Day Journey with the Kaggle AI Agents Intensive – What I Learned & Built # devchallenge # xanochallenge # ai # backend Comments Add Comment 2 min read SleepSync - FullStack App made with Xano and Bubble Xano AI-Powered Backend Challenge: Full-Stack Submission Julian Julian Julian Follow Dec 14 '25 SleepSync - FullStack App made with Xano and Bubble # devchallenge # xanochallenge # ai # backend 7 reactions Comments Add Comment 2 min read Dev tools Hub API Xano AI-Powered Backend Challenge: Public API Submission Shashank Yadahalli Shashank Yadahalli Shashank Yadahalli Follow Dec 14 '25 Dev tools Hub API # devchallenge # xanochallenge # api # backend 4 reactions Comments Add Comment 10 min read GlobalScreen API - Production-Ready UN Sanctions & PEP Screening API Xano AI-Powered Backend Challenge: Public API Submission Mayuresh Smita Suresh Mayuresh Smita Suresh Mayuresh Smita Suresh Follow Dec 13 '25 GlobalScreen API - Production-Ready UN Sanctions & PEP Screening API # devchallenge # xanochallenge # api # backend 17 reactions Comments 2 comments 10 min read Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. Jess Lee Jess Lee Jess Lee Follow for The DEV Team Dec 5 '25 Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. # devchallenge # unoplatformchallenge # xanochallenge # muxchallenge 98 reactions Comments Add Comment 1 min read Astryx Documents API: Production-Ready Document Ingestion & Vector Backend with Xano Xano AI-Powered Backend Challenge: Public API Submission Asmae Asmae Asmae Follow Dec 15 '25 Astryx Documents API: Production-Ready Document Ingestion & Vector Backend with Xano # devchallenge # xanochallenge # api # backend 15 reactions Comments Add Comment 2 min read FoodFacts API - AI-Powered Nutrition & Recipe REST API Xano AI-Powered Backend Challenge: Public API Submission Mohit Bisht Mohit Bisht Mohit Bisht Follow Dec 15 '25 FoodFacts API - AI-Powered Nutrition & Recipe REST API # devchallenge # xanochallenge # api # backend 15 reactions Comments Add Comment 9 min read PayFlow —First Payment Management System Submission for the Xano AI-Powered Backend Challenge Xano AI-Powered Backend Challenge: Full-Stack Submission Edun Yusuf Aderogba Edun Yusuf Aderogba Edun Yusuf Aderogba Follow Dec 13 '25 PayFlow —First Payment Management System Submission for the Xano AI-Powered Backend Challenge # webdev # programming # ai # xanochallenge 7 reactions Comments Add Comment 4 min read Cashflow Insights — AI-Enhanced Backend with Xano Xano AI-Powered Backend Challenge: Public API Submission shourya soneji shourya soneji shourya soneji Follow Dec 14 '25 Cashflow Insights — AI-Enhanced Backend with Xano # devchallenge # xanochallenge # api # backend 9 reactions Comments 2 comments 10 min read I built a habit tracker app with Xano Xano AI-Powered Backend Challenge: Full-Stack Submission Emmanuel Aiyenigba Emmanuel Aiyenigba Emmanuel Aiyenigba Follow Dec 14 '25 I built a habit tracker app with Xano # devchallenge # xanochallenge # ai # backend 9 reactions Comments Add Comment 2 min read Real-Time AI-Powered Car Auction Platform (Xano + React vite) Xano AI-Powered Backend Challenge: Full-Stack Submission Jervi Jervi Jervi Follow Dec 11 '25 Real-Time AI-Powered Car Auction Platform (Xano + React vite) # devchallenge # xanochallenge # ai # backend 29 reactions Comments 4 comments 9 min read Career Signals API: An AI-Powered Resume & Role-Fit Analysis Engine Xano AI-Powered Backend Challenge: Public API Submission John Munn John Munn John Munn Follow Dec 12 '25 Career Signals API: An AI-Powered Resume & Role-Fit Analysis Engine # devchallenge # xanochallenge # api # backend 3 reactions Comments Add Comment 6 min read loading... trending guides/resources Join the Xano AI-Powered Backend Challenge: $3,000 in Prizes! Simply Learn - An AI-First LMS with Next.js 16 & Xano FoodFacts API - AI-Powered Nutrition & Recipe REST API LucideCrawl: AI-Powered Web Ingestion and Phishing Detection API Built on Xano From RFQ Emails to Winning Proposals: Building Tendr Real-Time AI-Powered Car Auction Platform (Xano + React vite) I built a habit tracker app with Xano FestiFlow AI: Building a Global Festival & Cultural Insights API with Xano and AI Luna API buit with Xano Backend Cashflow Insights — AI-Enhanced Backend with Xano SleepSync - FullStack App made with Xano and Bubble Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. PromptShield AI – An AI Cost & Risk Firewall Built with Xano GlobalScreen API - Production-Ready UN Sanctions & PEP Screening API RepoSense API : Repository Intelligence That Actually Works Career Signals API: An AI-Powered Resume & Role-Fit Analysis Engine As teams build AI-powered apps, one issue shows up fast 👉 runaway LLM costs with no guardrails. ... Astryx Documents API: Production-Ready Document Ingestion & Vector Backend with Xano Placement Prep Coach Building MindCareAI Backend: How I Used Xano AI to Create a Production-Ready Mental Health API in... 💎 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. 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https://marketplace.visualstudio.com/items?itemName=Graphite.gti-vscode | Graphite: visual Git for stacked PRs - Visual Studio Marketplace Skip to content | Marketplace Sign in Visual Studio Code > SCM Providers > Graphite: visual Git for stacked PRs New to Visual Studio Code? Get it now. Graphite: visual Git for stacked PRs Graphite | 44,478 installs | ( 12 ) | Free Drag and drop rebasing, visualize dependency graphs & create new branches with the click of a button Installation Launch VS Code Quick Open ( Ctrl+P ), paste the following command, and press enter. Copy Copied to clipboard More Info Overview Version History Q & A Rating & Review Graphite for VS Code Stacked PRs on Git: Drag and drop rebasing, visualize dependency graphs & create new branches with the click of a button. Graphite is the easiest way to introduce stacked pull requests to your workflow. It automates away tedious Git operations and makes code review a breeze — key for fast moving, distributed teams. Learn how to create stacked pull requests, right from your editor Visualize your stack of changes & quickly make changes as you develop Submit PRs & sync remote changes painlessly with automatic rebasing Getting started Install Graphite for VS Code Open the sidebar tab or run Graphite: Open Graphite interactive from the command palette . This will help you install the Graphite CLI if you don’t already have it installed. Make your first stack (guide) What is a stack? A stack is a sequence of pull requests , each building off of its parent. Stacks enable users to break up a large engineering task into a series of small, incremental code changes, each of which can be tested, reviewed, and merged independently . What's new? Customization Left or right? You can drag the sidebar tab to your preferred side of the screen. Prefer using the extension in an editor tab instead of the sidebar? Change the “Show in Sidebar” option in your VS Code settings. Keyboard shortcuts? Define your own shortcut to run the graphite.open-gti command. Publishing PRs or drafts? Change this in the gear icon at the top of the extension. Docs Graphite quick start Installing & authenticating the CLI VS Code extension docs Feedback We at Graphite love to hear from you! Join thousands of other stackers in our community Slack server . Contact us Jobs Privacy Manage cookies Terms of use Trademarks © 2026 Microsoft | 2026-01-13T08:48:09 |
https://www.git-tower.com/learn/git/videos/pull-fetch-from-remote?channel=gui | Pulling & Fetching Changes from a Remote | Learn Git Video Course Tower Navigation Features Undo Anything Just press Cmd+Z Drag and Drop Make the complex effortless Integrations Use your favorite tools Tower Workflows Branching Configurations Stacked Pull Requests Supercharged workflows All Features Release Notes Pricing Support Documentation Contact Us Account Login Learn Git Video Course 24 episodes Online Book From novice to master Cheat Sheets For quick lookup Webinar Learn from a Git professional First Aid Kit Recover from mistakes Advanced Git Kit Dive deeper Blog Download Download Learn Version Control with Git Our beginner-friendly video course teaches you the foundations of Git - and takes you from novice to master! 5 min episode 22 of 24 Pulling & Fetching Changes from a Remote How can I download new changes from the remote server? What's the difference between the "Fetch" and "Pull" commands? Learn More Chapter Integrating Remote Changes in our online book. Previous Video « Pushing Changes to a Remote Next Video Rebase as an Alternative to Merge » Get our popular Git Cheat Sheet for free! You'll find the most important commands on the front and helpful best practice tips on the back. Over 100,000 developers have downloaded it to make Git a little bit easier. New content and updates Yes, send me the cheat sheet and sign me up for the Tower newsletter. It's free, it's sent infrequently, you can unsubscribe any time. I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time. About Us As the makers of Tower, the best Git client for Mac and Windows , we help over 100,000 users in companies like Apple, Google, Amazon, Twitter, and Ebay get the most out of Git. Just like with Tower, our mission with this platform is to help people become better professionals. That's why we provide our guides, videos, and cheat sheets (about version control with Git and lots of other topics) for free. About About Blog Merch Tower Git Client Git & Version Control Online Book First Aid Kit Webinar Video Course Advanced Git Kit FAQ Glossary Commands Web Development Website Optimization Python and Fauna Tutorial Cheat Sheets Command Line 101 Git Git for Subversion Users HTML Hugo JavaScript Markdown PowerShell Regex Ruby on Rails Tower Git Client Visual Studio Code Website Optimization Workflow of Version Control Working with Branches in Git Xcode Your trial is downloading… Try Tower "Pro" for 30 days without limitations! Tower Close Updates, Courses & Content via Email Updates about Tower, discounts, and giveaways as well as new content from the Tower blog. Free email course " Learn Git with Tower " (8 emails) Free email course " Tips & Tricks for Tower " (10 emails) I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time by clicking on the unsubscribe link in any email. Updates about Tower, discounts, and giveaways as well as new content from the Tower blog. Free email course " Learn Git with Tower " (8 emails) Free email course " Tips & Tricks for Tower" (10 emails) I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time by clicking on the unsubscribe link in any email. Thank you for subscribing Please check your email to confirm Close Want to win one of our awesome Tower shirts? Tell your friends about Tower! Share on Twitter We'll pick 4 winners every month who share this tweet! Follow @gittower to be notified if you win! Try Tower for Free Sign up below and use Tower "Pro" for 30 days without limitations! Close Yes, send me instructions on how to get started with Tower. Yes, I want to hear about new Tower updates, discounts and giveaways as well as new content from the Tower blog. I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time. Imprint / Legal Notice | Privacy Policy | Privacy Settings © 2010-2026 Tower - Mentioned product names and logos are property of their respective owners. | 2026-01-13T08:48:09 |
https://soundcloud.com/moesifhq/from-vision-to-venture-e02-james-hirst-co-founder-and-coo-at-tyk | Stream episode From Vision to Venture E02: James Hirst - Co-Founder and COO at Tyk by Moesif podcast | Listen online for free on SoundCloud SoundCloud JavaScript is disabled You need to enable JavaScript to use SoundCloud Show me how to enable it From Vision to Venture E02: James Hirst - Co-Founder and COO at Tyk by Moesif published on 2023-11-28T21:49:11Z From Vision to Venture is a Moesif podcast that highlights some of the biggest wins and challenges in the startup space today. Every episode, we'll talk to different founders to discover some of the strategies that they've used on their journey from being an early-stage startup to a little bit later stage. Whether you want to hear more about how to manage life as a startup founder or raise a round of investment, this is the podcast for you. Our guest on this episode is James Hirst. Joining us is ,James Hirst, Co-Founder and COO at Tyk, an API Management Platform and Gateway. In today's episode, we're going to chat with James about some of the challenges that he's faced as well as some of the big wins they've had over at Tyk in the last few years. Genre Technology Users who like From Vision to Venture E02: James Hirst - Co-Founder and COO at Tyk Users who reposted From Vision to Venture E02: James Hirst - Co-Founder and COO at Tyk Playlists containing From Vision to Venture E02: James Hirst - Co-Founder and COO at Tyk More tracks like From Vision to Venture E02: James Hirst - Co-Founder and COO at Tyk License: all-rights-reserved Your current browser isn't compatible with SoundCloud. Please download one of our supported browsers. Need help? Chrome | Firefox | Safari | Edge Sorry! Something went wrong Is your network connection unstable or browser outdated? I need help Popular searches | 2026-01-13T08:48:09 |
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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 AI Challenge for Cross-Platform Apps with Uno Platform Follow Hide This is the official tag for submissions and announcements related to the AI Challenge for Cross-Platform Apps. Create Post about #unoplatformchallenge Check out our latest AI Challenge for Cross-Platform Apps ! Older #unoplatformchallenge posts 1 2 Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu AI Challenge for Cross-Platform Apps - WOW Factor Submission AI Challenge for Cross-Platform Apps - WOW Factor Submission AKash Sharma AKash Sharma AKash Sharma Follow Dec 4 '25 AI Challenge for Cross-Platform Apps - WOW Factor Submission # devchallenge # unoplatformchallenge # dotnet # crossplatform Comments Add Comment 1 min read AI challenge AI Challenge for Cross-Platform Apps - WOW Factor Submission Tirth Patel Tirth Patel Tirth Patel Follow Dec 4 '25 AI challenge # devchallenge # unoplatformchallenge # dotnet # crossplatform Comments Add Comment 1 min read Classic photo AI Challenge for Cross-Platform Apps - AI Acceleration Submission Dhanishlass 2007 Dhanishlass 2007 Dhanishlass 2007 Follow Dec 4 '25 Classic photo # devchallenge # unoplatformchallenge # dotnet # crossplatform Comments Add Comment 1 min read Congrats to the Winners of the AI Challenge for Cross-Platform Apps! Jess Lee Jess Lee Jess Lee Follow for The DEV Team Dec 19 '25 Congrats to the Winners of the AI Challenge for Cross-Platform Apps! # devchallenge # unoplatformchallenge # dotnet # ai 30 reactions Comments 8 comments 2 min read 🎨 MicroWin Mixology Bar – A Cross-Platform 5-Minute Ritual App (Uno Platform Challenge) Tiny rituals. Big focus. AI Challenge for Cross-Platform Apps - WOW Factor Submission Shuntoria Reid Shuntoria Reid Shuntoria Reid Follow Dec 2 '25 🎨 MicroWin Mixology Bar – A Cross-Platform 5-Minute Ritual App (Uno Platform Challenge) Tiny rituals. Big focus. # devchallenge # unoplatformchallenge # dotnet # crossplatform 1 reaction Comments Add Comment 3 min read ☕Coffee Fantasy - Mythical Brews and Magic Potions AI Challenge for Cross-Platform Apps - WOW Factor Submission sahra 💫 sahra 💫 sahra 💫 Follow Dec 8 '25 ☕Coffee Fantasy - Mythical Brews and Magic Potions # devchallenge # dotnet # crossplatform # unoplatformchallenge 22 reactions Comments 7 comments 3 min read Dr.Nut yizhuw yizhuw yizhuw Follow Dec 8 '25 Dr.Nut # devchallenge # unoplatformchallenge # dotnet # crossplatform 3 reactions Comments Add Comment 3 min read Join the AI Challenge for Cross-Platform Apps: $3,000 in Prizes! Jess Lee Jess Lee Jess Lee Follow for The DEV Team Nov 19 '25 Join the AI Challenge for Cross-Platform Apps: $3,000 in Prizes! # devchallenge # unoplatformchallenge # dotnet # ai 205 reactions Comments 35 comments 7 min read Building a Stunning Travel Agency Landing Page with Uno Platform — My WOW Factor Challenge Submission 🤩 AI Challenge for Cross-Platform Apps - WOW Factor Submission Hadil Ben Abdallah Hadil Ben Abdallah Hadil Ben Abdallah Follow Dec 5 '25 Building a Stunning Travel Agency Landing Page with Uno Platform — My WOW Factor Challenge Submission 🤩 # devchallenge # unoplatformchallenge # dotnet # crossplatform 107 reactions Comments 23 comments 4 min read Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. Jess Lee Jess Lee Jess Lee Follow for The DEV Team Dec 5 '25 Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. # devchallenge # unoplatformchallenge # xanochallenge # muxchallenge 98 reactions Comments Add Comment 1 min read From Zero to Beautiful UI: How I Built an Instagram-Like Layout Using Uno Platform Hot Design 🔥 AI Challenge for Cross-Platform Apps - Hot Design Showcase Submission Hadil Ben Abdallah Hadil Ben Abdallah Hadil Ben Abdallah Follow Dec 2 '25 From Zero to Beautiful UI: How I Built an Instagram-Like Layout Using Uno Platform Hot Design 🔥 # devchallenge # unoplatformchallenge # dotnet # crossplatform 98 reactions Comments 22 comments 4 min read Building Bunny Brew Café: A Delightful Interactive Pet Experience with Hot Design & AI AI Challenge for Cross-Platform Apps - Hot Design Showcase Submission Sujan Koirala Sujan Koirala Sujan Koirala Follow Dec 7 '25 Building Bunny Brew Café: A Delightful Interactive Pet Experience with Hot Design & AI # devchallenge # unoplatformchallenge # dotnet # crossplatform 15 reactions Comments 5 comments 6 min read ClimateIQ - AI Acceleration AI Challenge for Cross-Platform Apps - AI Acceleration Submission omkar omkar omkar Follow Dec 8 '25 ClimateIQ - AI Acceleration # devchallenge # unoplatformchallenge # dotnet # crossplatform 17 reactions Comments 3 comments 5 min read Portfolio - Interactive Bento Grid Experience 🎨✨ Varshith V Hegde Varshith V Hegde Varshith V Hegde Follow Dec 6 '25 Portfolio - Interactive Bento Grid Experience 🎨✨ # devchallenge # unoplatformchallenge # dotnet # crossplatform 25 reactions Comments 5 comments 7 min read DevFlow: API testing tool made with UNO. AI Challenge for Cross-Platform Apps - AI Acceleration Submission Anshu Mandal Anshu Mandal Anshu Mandal Follow Dec 8 '25 DevFlow: API testing tool made with UNO. # devchallenge # unoplatformchallenge # dotnet # crossplatform 21 reactions Comments 1 comment 8 min read ClimateIQ - WOW Factor omkar omkar omkar Follow Dec 8 '25 ClimateIQ - WOW Factor # devchallenge # unoplatformchallenge # dotnet # crossplatform 14 reactions Comments 1 comment 4 min read AS-Flow AI – Next-Gen Productivity with Contextual AI Asmae Asmae Asmae Follow Dec 7 '25 AS-Flow AI – Next-Gen Productivity with Contextual AI # devchallenge # unoplatformchallenge # dotnet # crossplatform 24 reactions Comments 4 comments 3 min read News Aggregator - AI-Powered Cross-Platform Development AI Challenge for Cross-Platform Apps - AI Acceleration Submission Varshith V Hegde Varshith V Hegde Varshith V Hegde Follow Dec 3 '25 News Aggregator - AI-Powered Cross-Platform Development # devchallenge # unoplatformchallenge # dotnet # crossplatform 20 reactions Comments 1 comment 5 min read GBC Scorecard: Figma ➡️ Token-Rewarding Golf App with Uno Hot Design Agent 🏌️♂️💰 datadr1ven datadr1ven datadr1ven Follow Dec 7 '25 GBC Scorecard: Figma ➡️ Token-Rewarding Golf App with Uno Hot Design Agent 🏌️♂️💰 # devchallenge # unoplatformchallenge # dotnet # crossplatform 15 reactions Comments Add Comment 4 min read UnoDelivery App - AI Acceleration Challenge Héctor Pérez Héctor Pérez Héctor Pérez Follow Dec 7 '25 UnoDelivery App - AI Acceleration Challenge # devchallenge # unoplatformchallenge # dotnet # crossplatform 4 reactions Comments Add Comment 2 min read an AI Challenge for Cross-Platform Apps - AI Acceleration Submission Anurag Sati Anurag Sati Anurag Sati Follow Dec 8 '25 an # devchallenge # unoplatformchallenge # dotnet # crossplatform Comments Add Comment 1 min read Pixel Café ☕ - A Retro-Futuristic Coffee Shop with a Virtual Pet" AI Challenge for Cross-Platform Apps - WOW Factor Submission Sai Dinesh Sai Dinesh Sai Dinesh Follow Dec 5 '25 Pixel Café ☕ - A Retro-Futuristic Coffee Shop with a Virtual Pet" # devchallenge # unoplatformchallenge # dotnet # crossplatform 27 reactions Comments 1 comment 4 min read AI Image Generator Héctor Pérez Héctor Pérez Héctor Pérez Follow Dec 7 '25 AI Image Generator # devchallenge # unoplatformchallenge # dotnet # crossplatform 8 reactions Comments 1 comment 1 min read F1 Wow Dashboard - on Uno AI Challenge for Cross-Platform Apps - WOW Factor Submission Ste Griffiths Ste Griffiths Ste Griffiths Follow Dec 5 '25 F1 Wow Dashboard - on Uno # devchallenge # unoplatformchallenge # dotnet # crossplatform 9 reactions Comments 2 comments 3 min read Revisiting the old classic Winamp and made it as a cross-platform app using Uno Platform AI Challenge for Cross-Platform Apps - WOW Factor Submission Sébastien Lachance Sébastien Lachance Sébastien Lachance Follow Dec 5 '25 Revisiting the old classic Winamp and made it as a cross-platform app using Uno Platform # devchallenge # unoplatformchallenge # dotnet # crossplatform 4 reactions Comments Add Comment 1 min read loading... trending guides/resources Join the AI Challenge for Cross-Platform Apps: $3,000 in Prizes! Congrats to the Winners of the AI Challenge for Cross-Platform Apps! Building a Stunning Travel Agency Landing Page with Uno Platform — My WOW Factor Challenge Submis... From Zero to Beautiful UI: How I Built an Instagram-Like Layout Using Uno Platform Hot Design 🔥 Portfolio - Interactive Bento Grid Experience 🎨✨ Building Bunny Brew Café: A Delightful Interactive Pet Experience with Hot Design & AI ☕Coffee Fantasy - Mythical Brews and Magic Potions ClimateIQ - AI Acceleration AS-Flow AI – Next-Gen Productivity with Contextual AI Terra Nova: A Cinematic Travel App from Scratch with Uno Platform F1 Wow Dashboard - on Uno AI Image Generator Our current challenges add up to $9,000 in total prizes! Give one a try this weekend. UnoDelivery App - AI Acceleration Challenge 🎨 MicroWin Mixology Bar – A Cross-Platform 5-Minute Ritual App (Uno Platform Challenge) Tiny ritu... ☕✨ CrossBrew – A Modern Coffee Shop App Built with Uno Platform 🛫☕ TravelCafé — A Cross-Platform Coffee & Travel Experience Powered by Uno Platform ConectaBairro: AI-Powered Cross-Platform Community App for Brazilian Social Impact Building Smart Café Faster with AI - Uno Platform + .NET + Copilot LifeHub - AI Challenge for Cross-Platform Apps - Hot Design Showcase 💎 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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https://www.highlight.io/docs/getting-started/server/js/hono | Hono Quick Start Star us on GitHub Star Docs Sign in Sign up Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Menu Highlight Docs Welcome to highlight.io Get Started Roadmap Company Values Compliance & Security Open Source Contributing Overview GraphQL Backend Frontend (app.highlight.io) Landing Site (highlight.io) Documentation End to End SDK Example Apps Adding an SDK Application Architecture GitHub Code Spaces Code Style Good First Issues Self-hosting Self-hosted [Dev] Self-hosted [Hobby] Self-hosted [Enterprise] Telemetry Our Competitors Product Philosophy Product Features Session Replay Overview Canvas & Iframe Dev-tool Window Recording Tracking Users & Recording Events Filtering Sessions GraphQL Live Mode Performance Impact Player Session Caching Rage Clicks Request Proxying Session Search Extracting the Session URL Session Search Deep Linking Shadow Dom + Web Components Error Monitoring Overview Enhancing Errors with GitHub Error Search Filtering Errors Grouping Errors Managing Errors Manually Reporting Errors Sourcemaps General Features Overview Alerts Comments Digests Environments Search Segments Services Webhooks Logging Overview Log Alerts Log Search Tracing Overview Trace Search Dashboards Overview Dashboard Management Metrics Tutorials Service Latency Web Vitals & Page Speed User Engagement User Analytics Graphing Drilldown Event Search Dashboard Variables SQL Editor Metrics (beta) Overview Frequently Asked Questions. Integrations Integrations Overview Amplitude Integration ClickUp Integration Discord Integration Electron Support Front Integration GitHub Integration Grafana Integration Overview Setup Dashboards Alerts Height Integration Intercom Integration Jira Integration LaunchDarkly Integration Linear Integration Mixpanel Integration Nuxt Integration Pendo Integration Segment Integration Slack Integration Vercel Integration WordPress Plugin Highlight.io Changelog Overview Changelog 12 (02/17) Changelog 13 (02/24) Changelog 14 (03/03) Changelog 15 (03/11) Changelog 16 (03/19) Changelog 17 (04/07) Changelog 18 (04/26) Changelog 19 (05/22) Changelog 20 (06/06) Changelog 21 (06/21) Changelog 22 (08/07) Changelog 23 (08/22) Changelog 24 (09/11) Changelog 25 (10/03) Changelog 26 (11/08) Changelog 27 (12/22) Changelog 28 (3/6) Changelog 29 (4/2) Getting Started Getting Started with Highlight Fullstack Mapping Browser React.js Next.js Remix Vue.js Angular Gatsby.js SvelteKit Electron highlight.run SDK Overview Canvas & WebGL Console Messages Content-Security-Policy Identifying Users iframe Recording Monkey Patches Browser OpenTelemetry Persistent Asset Storage Privacy Proxying Highlight React.js Error Boundary Recording Network Requests and Responses Recording WebSocket Events Salesforce Lightning Web Components (LWC) Data Export Sourcemap Configuration Tracking Events Troubleshooting Upgrading Highlight Versioning Sessions & Errors Other React Native (beta) Server Go Overview chi Echo Fiber Gin GORM gqlgen Logrus Manual Tracing gorilla mux JS Overview Apollo AWS Lambda Cloudflare Workers Express.js Firebase Hono Nest.js Next.js Node.js Pino tRPC Winston Python Overview AWS Lambda Azure Functions Django FastAPI Flask Google Cloud Functions Loguru Other Frameworks Python AI / LLM Libraries Python Libraries Ruby Overview Other Frameworks Ruby on Rails Rust Overview actix-web No Framework Hosting Providers Overview Metrics in AWS Logging in AWS Logging in Azure Fly.io NATS Log Shipper Logging in GCP Heroku Log Drain Render Log Stream Logging in Trigger.dev Vercel Log Drain Elixir Overview Elixir App Java: All Frameworks PHP: All Frameworks C# .NET ASP C# .NET 4 ASP Docker / Docker Compose File Fluent Forward curl OpenTelemetry Protocol (OTLP) Syslog RFC5424 Systemd / Journald Native OpenTelemetry Overview Error Monitoring Logging Tracing Browser Instrumentation Metrics Fullstack Frameworks Overview Next.js Fullstack Overview Next.js Page Router Guide Next.js App Router Guide Edge Runtime Advanced Config Remix Walkthrough Self Host & Local Dev Overview Development deployment guide. Integrations Microsoft Teams self-hosted Hobby deployment guide. Traefik SSL Proxying. Docs Home SDK Client SDK API Reference Cloudflare Worker SDK API Reference Go SDK API Reference Hono SDK API Reference Java SDK API Reference Next.JS SDK API Reference Node.JS SDK API Reference Python SDK API Reference Ruby SDK API Reference Rust SDK API Reference Docs / Getting Started / Server / JS / Hono Quick Start Hono Quick Start Learn how to set up highlight.io in your Hono application. 1 Configure client-side Highlight. (optional) If you're using Highlight on the frontend for your application, make sure you've initialized it correctly and followed the fullstack mapping guide . 2 Install the relevant Highlight SDK(s). Install @highlight-run/hono with your package manager. npm install --save @highlight-run/hono 3 Add the Hono Highlight middleware Use the Hono SDK in your response handler. The middleware automatically traces all requests, reports exceptions, and captures console logs to Highlight. It integrates seamlessly with Hono's middleware system for minimal configuration. import { Hono } from 'hono' import { highlightMiddleware } from '@highlight-run/hono' const app = new Hono() // Initialize the Highlight middleware app.use(highlightMiddleware({ projectID: '<YOUR_PROJECT_ID>' })) // Your routes app.get('/', (c) => c.text('Hello Hono!')) // Errors will be automatically caught and reported app.get('/error', (c) => { throw new Error('Example error!') return c.text('This will not be reached') }) export default app 4 Verify that your SDK is reporting errors. You'll want to throw an exception in one of your hono handlers. Access the API handler and make sure the error shows up in Highlight . const app = new Hono() app.use(highlightMiddleware({ projectID: '<YOUR_PROJECT_ID>' })) app.get('/error', (c) => { throw new Error('example error!') return c.text('Error route') }) 5 Verify your backend logs are being recorded. Visit the highlight logs portal and check that backend logs are coming in. 6 Verify your backend traces are being recorded. Visit the highlight traces portal and check that backend traces are coming in. Firebase Quick Start Nest.js Quick Start [object Object] | 2026-01-13T08:48:09 |
https://www.xano.com/ | The Scalable No-Code Backend: Xano Get started Platform Platform Platform Overview Build Visually Build with Code Build with AI Key Features AI Agent Builder MCP Builder No-code API Builder Flexible Database Scalable Server Security Solutions Solutions No-Code Developers Traditional Developers Enterprise Organizations Development Agencies Visual Development Use Cases AI Agents Secure Integrations Automations Customer Applications Legacy Modernization AI-powered Apps Pricing Blog Resources Resources Connect Xano to... Xano Actions Case Studies Hire an Expert Podcasts App Builders Clinic Learn Community Docs Contact Us Login Get started Login Build at AI speed. Deploy with confidence. The fastest way to create a production-ready backend (APIs, data, logic, infra) for any app or agent. Xano unifies AI speed, code control, and visual clarity so you never trade reliability for velocity. 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Move fast without cutting corners. Xano combines visual development with the flexibility, performance, and security your application demands. Agents ready by design Power intelligent agents with built-in memory, orchestration, and AI-specific API endpoints built to scale with AI. Go fast without losing control Develop with the speed of no-code with the power of pro-code—all on one platform. All-in-one backend A unified, fully managed backend with APIs, database, hosting, and scaling built-in. Enterprise compliance & security Stay audit-ready with security and governance baked into every system, on-prem to public cloud. If you think it, you can build it Model fully custom logic with AI agents and flexible functional programming. Deploy with confidence Get production-grade uptime from day one with auto-scaling, observability, and built-in monitoring. Hear from the builders who use Xano every day. Meet our customers "Xano is extremely powerful yet super simple to use. 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Company About Contact us Careers Partner with us Platform Overview API builder Database Server Snippets Connect Security Pricing Agency Add On AI Assistants Solutions Citizen developer Traditional developer Visual development Development Agencies AI Development AI Schema Generator Legal Privacy Notice Terms & Conditions General Disclaimer Cookie Policy SLA Resources Blog Case studies Xano Actions Documentation Hire an Expert Learn Xano Community FAQ Trust center Status | 2026-01-13T08:48:09 |
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CEO, Agora Robotics What impresses me most about CodeRabbit isn't just the time it saves - it's how it elevates the entire code review discussion. As both a CEO and active coder, I see it bridging the gap between high-level engineering metrics and day-to-day code quality. It's quickly become our secret weapon for maintaining engineering excellence while moving fast. Naomi Chopra
Co-founder and CEO, Hatica - Engineering Analytics Platform What sets CodeRabbit apart is its deep understanding of code structure through AST analysis. Having built developer tools myself and taking part of the NixOS community, I can appreciate the technical sophistication behind their approach. It's not just pattern matching - it's intelligent code comprehension that integrates seamlessly into our existing workflows. Ron Efroni
NixOS Board Member & Founder, FloxDev At Expanso, we're simplifying distributed compute for everyone. Having a code review tool that truly understands complex code structure and edge cases is game-changing. CodeRabbit helps us maintain rigorous quality standards while moving fast - essential when building infrastructure for the distributed future. David Aronchick
CEO, Expanso & Founder, Bacalhau.org CodeRabbit was easy to setup, and instantly gives every pull request an AI summary of changes and line by line code review. Our team likes the conversational nature where you can ask the bot questions back and forth and it responds and takes your feedback. Most importantly, it gets people thinking about the comments and triggers them to revisit code and do a deeper review than they would have otherwise. Nathan Esquenazi CTO & Co-founder, CodePath CodeRabbit has transformed our development process by providing intelligent, automated code reviews that understand the complexities of robotics software. Our team can now focus on innovation while maintaining the highest standards of code quality and safety. Paul Popescu
CEO, Agora Robotics What impresses me most about CodeRabbit isn't just the time it saves - it's how it elevates the entire code review discussion. As both a CEO and active coder, I see it bridging the gap between high-level engineering metrics and day-to-day code quality. It's quickly become our secret weapon for maintaining engineering excellence while moving fast. Naomi Chopra
Co-founder and CEO, Hatica - Engineering Analytics Platform What sets CodeRabbit apart is its deep understanding of code structure through AST analysis. Having built developer tools myself and taking part of the NixOS community, I can appreciate the technical sophistication behind their approach. It's not just pattern matching - it's intelligent code comprehension that integrates seamlessly into our existing workflows. Ron Efroni
NixOS Board Member & Founder, FloxDev At Expanso, we're simplifying distributed compute for everyone. Having a code review tool that truly understands complex code structure and edge cases is game-changing. CodeRabbit helps us maintain rigorous quality standards while moving fast - essential when building infrastructure for the distributed future. David Aronchick
CEO, Expanso & Founder, Bacalhau.org CodeRabbit was easy to setup, and instantly gives every pull request an AI summary of changes and line by line code review. Our team likes the conversational nature where you can ask the bot questions back and forth and it responds and takes your feedback. Most importantly, it gets people thinking about the comments and triggers them to revisit code and do a deeper review than they would have otherwise. Nathan Esquenazi CTO & Co-founder, CodePath Ready for a demo? Let's chat! Book a call Products Pull Request Reviews IDE Reviews CLI Reviews Navigation About Us Features FAQ System Status Careers DPA Startup Program Vulnerability Disclosure Resources Blog Docs Changelog Case Studies Trust Center Brand Guidelines Contact Support Sales Pricing Partnerships Subscribe By signing up you agree to our Terms of Use and Privacy Policy Select language English 日本語 Terms of Service Privacy Policy CodeRabbit Inc © 2026 Products Pull Request Reviews IDE Reviews CLI Reviews Navigation About Us Features FAQ System Status Careers DPA Startup Program Vulnerability Disclosure Resources Blog Docs Changelog Case Studies Trust Center Brand Guidelines Contact Support Sales Pricing Partnerships Subscribe By signing up you agree to our Terms of Use and Privacy Policy | 2026-01-13T08:48:09 |
https://www.git-tower.com/learn/git/videos/branching-workflows?channel=cli | Branching Workflows | Learn Git Video Course Tower Navigation Features Undo Anything Just press Cmd+Z Drag and Drop Make the complex effortless Integrations Use your favorite tools Tower Workflows Branching Configurations Stacked Pull Requests Supercharged workflows All Features Release Notes Pricing Support Documentation Contact Us Account Login Learn Git Video Course 24 episodes Online Book From novice to master Cheat Sheets For quick lookup Webinar Learn from a Git professional First Aid Kit Recover from mistakes Advanced Git Kit Dive deeper Blog Download Download Learn Version Control with Git Our beginner-friendly video course teaches you the foundations of Git - and takes you from novice to master! 5 min episode 24 of 24 Branching Workflows How can I structure and manage my branches? Learn More Chapter Branching Workflows in our online book. Previous Video « Rebase as an Alternative to Merge Get our popular Git Cheat Sheet for free! You'll find the most important commands on the front and helpful best practice tips on the back. Over 100,000 developers have downloaded it to make Git a little bit easier. New content and updates Yes, send me the cheat sheet and sign me up for the Tower newsletter. It's free, it's sent infrequently, you can unsubscribe any time. I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time. About Us As the makers of Tower, the best Git client for Mac and Windows , we help over 100,000 users in companies like Apple, Google, Amazon, Twitter, and Ebay get the most out of Git. Just like with Tower, our mission with this platform is to help people become better professionals. That's why we provide our guides, videos, and cheat sheets (about version control with Git and lots of other topics) for free. About About Blog Merch Tower Git Client Git & Version Control Online Book First Aid Kit Webinar Video Course Advanced Git Kit FAQ Glossary Commands Web Development Website Optimization Python and Fauna Tutorial Cheat Sheets Command Line 101 Git Git for Subversion Users HTML Hugo JavaScript Markdown PowerShell Regex Ruby on Rails Tower Git Client Visual Studio Code Website Optimization Workflow of Version Control Working with Branches in Git Xcode Your trial is downloading… Try Tower "Pro" for 30 days without limitations! Tower Close Updates, Courses & Content via Email Updates about Tower, discounts, and giveaways as well as new content from the Tower blog. Free email course " Learn Git with Tower " (8 emails) Free email course " Tips & Tricks for Tower " (10 emails) I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time by clicking on the unsubscribe link in any email. Updates about Tower, discounts, and giveaways as well as new content from the Tower blog. Free email course " Learn Git with Tower " (8 emails) Free email course " Tips & Tricks for Tower" (10 emails) I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time by clicking on the unsubscribe link in any email. Thank you for subscribing Please check your email to confirm Close Want to win one of our awesome Tower shirts? Tell your friends about Tower! Share on Twitter We'll pick 4 winners every month who share this tweet! Follow @gittower to be notified if you win! Try Tower for Free Sign up below and use Tower "Pro" for 30 days without limitations! Close Yes, send me instructions on how to get started with Tower. Yes, I want to hear about new Tower updates, discounts and giveaways as well as new content from the Tower blog. I have read and accept the Privacy Policy . I understand that I can unsubscribe at any time. Imprint / Legal Notice | Privacy Policy | Privacy Settings © 2010-2026 Tower - Mentioned product names and logos are property of their respective owners. | 2026-01-13T08:48:09 |
https://fearlesssalarynegotiation.com/ | Fearless Salary Negotiation | Get Paid What You're Worth Work with Josh About Articles Press Results Contact Work with Josh Salary negotiation coaching for High Earners Get the most out of your negotiation Unparalleled expertise and experience I'm Josh Doody, author of Fearless Salary Negotiation and one of the first professional compensation negotiators. I have a decade of experience negotiating compensation packages with the world’s largest and most powerful companies. Put my expertise and experience to work for you, and together, we will ensure that you get the most from your compensation negotiation. Featured in the world's largest publications CNN Glassdoor Forbes BBC I will help you Optimize your compensation package — Your situation is unique. Whether you’re considering a simple compensation package or a complicated one with many moving parts, we will work together to develop and implement the best strategy to ensure that you get optimal results. Bolster your reputation — Our approach to negotiating will enhance the company’s perception of you as a savvy, informed business manager who understands the business’s needs and your own market value. Ensure you get the best result — Many times, we are able to improve your compensation package by 30%, sometimes by 15%, and rarely your offer is already the best your employer is willing to give, so we have no improvement at all. But no matter what the result is, you can be confident that you got the maximum compensation for your situation. Rest easy — Your satisfaction is my number one priority. You will only pay the fees for your engagement after we have completed our work and if you are satisfied with the outcome we achieve. Stellar results negotiating with Apple Google Tesla NVIDIA Amazon Meta Get the most out of your negotiation Contact me today Proven salary negotiation strategies and tactics to negotiate the best possible compensation and get paid what you're worth. Work with Josh Or contact Josh Coaching Results Contact About Articles Press © Josh Doody, LLC All Rights Reserved Privacy Policy Terms of Service --> Get the <Free Resource Title Goes Here> Now! Plus a short introduction or description far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics. First Name Email Address --> | 2026-01-13T08:48:09 |
https://docs.suprsend.com/docs/inbox-flutter#initialization | Flutter (Headless) - 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 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 Notification Inbox Flutter (Headless) Documentation API Reference Management API CLI Reference Developer Resources Changelog Documentation API Reference Management API CLI Reference Developer Resources Changelog Notification Inbox Flutter (Headless) OpenAI Open in ChatGPT Integrate SuprSend inbox in Flutter using the headless SDK and hooks. OpenAI Open in ChatGPT SuprSend uses flutter hooks to provide inbox functionality in flutter applications. Installation 1 Project's pubspec.yaml changes Add the following line of code inside dependencies in the pubspec.yaml file under the dependencies section pubspec.yaml Copy Ask AI dependencies : flutter : sdk : flutter suprsend_flutter_inbox : "^0.0.1" 2 Run flutter pub get in the terminal Bash Copy Ask AI $ flutter pub get Initialization Enclose your Material App inside SuprSendProvider and pass the workspace key, workspace secret, distinct_id, and subscriber_id . main.dart Copy Ask AI import 'package:suprsend_flutter_inbox/main.dart' ; SuprSendProvider ( workspaceKey : < your workspace key > , workspaceSecret: < your workspace secret > , distinctId: distinct_id, subscriberId: subscriber_id, child: YourAppComponent() ) SuprSend hooks can only be used inside of SuprSendProvider. Adding SuprSend inbox component useBell hook This hook provides unSeenCount, markAllSeen which is related to the Bell icon in the inbox unSeenCount : Use this variable to show the unseen notification count anywhere in your application. markAllSeen : Used to mark seen for all notifications. Call this method on clicking the bell icon so that it will reset the notification count to 0. bell.dart Copy Ask AI import 'package:suprsend_flutter_inbox/main.dart' ; final bellData = useBell (); // bellData structure: { "unSeenCount" : int , "markAllSeen" : () =>void } useNotifications hook This hook provides a notifications list, unSeenCount, markClicked, and markAllSeen. notifications : List of all notifications. This array can be looped and notifications can be displayed. unSeenCount : Use this variable to show the unseen notification count anywhere in your application. markClicked : Method used to mark a notification as clicked. Pass notification id which is clicked as the first param. code.dart Copy Ask AI import 'package:suprsend_flutter_inbox/main.dart' ; final notifData = useNotifications (); // notifData structure: { "notifications" : List < Notification > , "unSeenCount" : int , "markAllSeen" : () =>void "markClicked" :( n_id ) =>void } // Notification structure: { "n_id" : string , "n_category" : string , "created_on" : int , "seen_on" : int , "message" : { "header" : string , "text" : string , "url" : string , "extra_data" : string , "avatar" : { "action_url" : string , "avatar_url" : string }, "subtext" : { "text" : string , "action_url" : string } "actions" :[ { "name" : string , "url" : string } ] } } Example implementation Example implementation can be found here . Was this page helpful? Yes No Suggest edits Raise issue Previous Embedded Preference Centre How to integrate a Notification Preference Center into your website and add its link to your notification templates. Next ⌘ I x github linkedin youtube Powered by On this page Installation Initialization Adding SuprSend inbox component useBell hook useNotifications hook Example implementation | 2026-01-13T08:48:09 |
https://dev.to/devteam/join-the-ai-challenge-for-cross-platform-apps-3000-in-prizes-25c3 | Join the AI Challenge for Cross-Platform Apps: $3,000 in Prizes! - 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 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 Jess Lee for The DEV Team Posted on Nov 19, 2025 • Edited on Dec 19, 2025 Join the AI Challenge for Cross-Platform Apps: $3,000 in Prizes! # devchallenge # unoplatformchallenge # dotnet # ai We're excited to announce our newest challenge with Uno Platform ! Running through December 7 , the AI Challenge for Cross-Platform Apps invites you to build native cross-platform apps from a single shared codebase using .NET and Uno Platform's AI-powered tools. Whether you're exploring Uno Platform for the first time or leveling up your .NET skills, this challenge is the perfect opportunity to explore building apps that run everywhere: iOS, Android, Windows, macOS, Linux, and WebAssembly - all from one codebase. We hope you give it a try! Our Prompts WOW Factor Build a true .NET cross-platform app that is stunning and fun — fast. Create a coffee shop–style home screen (like Starbucks or your local coffee roastery) or bring any theme you like -- all from a single Uno Platform codebase. What to do: Start an Uno Platform app project from your preferred IDE - either blank or from templates Use mock data, menus, images, orders, or anything that brings your concept to life Add simple engaging UI elements such as lists, buttons, or animations Focus on creativity, performance, and smooth cross-platform experience WOW Factor Submission Template Tip: Keep it fun and visual — your goal is to make people say "Wow." Hot Design & Hot Design Agent Showcase Experience Hot Design, the designer for cross-platform .NET apps, now accompanied by an AI Agent. What to do: Pick any existing app or UI concept you like — mobile, desktop, or web Run your app from any IDE on preferred target platform and launch Hot Design Modify UI controls, bindings, and data visually Use Hot Reload to keep your IDE and design surface perfectly synchronized Let the Hot Design Agent (Preview) help you adjust app UI in real time while the app is running Please note you'll need to share a images and/or recordings as part of this submission. Hot Design Showcase Submission Template Focus on: showing how AI and live visual design come together to make building beautiful, cross-platform .NET apps faster, easier, and more intuitive. AI Acceleration Demonstrate how contextual AI accelerates app development using Uno Platform MCP Servers. What to do: Choose any AI Agent like Copilot, Claude, Cursor or Codex Build a simple cross-platform Uno Platform app using a public or sample API like JSON Placeholder , or check out [7 Free Public APIs]( https://publicapis.io/ Ask Uno Platform MCP for grounded guidance as you build Allow AI Agents to use Uno Platform MCPs to generate and refine your code Agents can leverage Uno Platform App MCP to see/interact with running app for structured, context-aware AI interactions Produce an app that runs on as many targets as possible — mobile, desktop, or web Please note you'll need to share a images and/or recordings as part of this submission. AI Acceleration Submission Template Focus on: demonstrating how contextual intelligence and modern AI coding assistants help you build faster and smarter with Uno Platform. Prizes and Judging Judges will award one winner to each prompt based on the following criteria: Use of underlying technology Usability and User Experience Accessibility Creativity Prompt Winners (3) will each receive: $1,000 USD Exclusive DEV Badge DEV++ Membership All Participants who submit a valid and qualified entry will receive completion badge on their DEV profile. How To Participate In order to participate, you’ll need to create an account and sign in to use Uno Platform Studio Pro for the challenge . It’s available with a free 30-day trial, no credit card required . That easily covers the full challenge window (Nov 21 – Dec 7), so you can build and submit your entry without ever hitting a paywall. Your project submitted to DEV via a published post should showcase Uno Platform's cross-platform capabilities and demonstrate how a single .NET codebase can create native apps across multiple platforms. Please review our judging criteria, rules, guidelines, and FAQ page before submitting so you understand our participation guidelines and official contest rules such as eligibility requirements. Helpful Resources Learn more about Uno Platform: Uno Platform Documentation Quick Start Guide Uno Platform Discord Community Uno Platform on GitHub Important Dates November 19: AI Challenge for Cross-Platform Apps begins! December 7: Submissions due at 11:59 PM PST December 18: Winners Announced We can't wait to see the cross-platform apps you build! Questions about the challenge? Ask them below. Good luck and happy coding! Winners Announced: Congrats to the Winners of the AI Challenge for Cross-Platform Apps! Jess Lee for The DEV Team ・ Dec 19 #devchallenge #unoplatformchallenge #dotnet #ai Top comments (28) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Varshith V Hegde Varshith V Hegde Varshith V Hegde Follow A simple programmer fond of learning Email varshithvh@gmail.com Location Mangalore Education Mangalore Institute of Technology and Engineering Work Software Engineer@KPIT Joined Jun 30, 2022 • Nov 20 '25 Dropdown menu Copy link Hide Awesome Challenge , Looks fun!!! Like comment: Like comment: 7 likes Like Comment button Reply Collapse Expand Jim Hill The DEV Team Jim Hill The DEV Team Jim Hill Follow Musician and burgeoning game developer :) Joined Aug 2, 2024 • Nov 19 '25 Dropdown menu Copy link Hide Good luck everyone!! Like comment: Like comment: 6 likes Like Comment button Reply Collapse Expand DevForge DevForge DevForge Follow I love programming and learning, especially exploring new technologies. Each discovery is a step into a world of opportunities. My goal is to grow as an IT expert and contribute to technology. Location Lisbon, Portugal Education Currently studying Computer Science and expanding skills in programming. Joined Sep 14, 2025 • Nov 20 '25 Dropdown menu Copy link Hide 👍 🚀 🚀 Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Simran Shaikh Simran Shaikh Simran Shaikh Follow AI/ML Engineer | Building LLM Apps with RAG & LangChain | Top 5% GSSoC Contributor | CS @ MSU Vadodara | Passionate about AI Safety & Open Source Location India Education Maharaja Sayajirao University of Vadodara Pronouns She/Her Joined Aug 30, 2025 • Nov 20 '25 Dropdown menu Copy link Hide Amazing Opportunity Like comment: Like comment: 4 likes Like Comment button Reply Collapse Expand mjuice mjuice mjuice Follow The juice! Joined Aug 29, 2025 • Nov 19 '25 Dropdown menu Copy link Hide Epic Like comment: Like comment: 5 likes Like Comment button Reply Collapse Expand Houssem Benhassen Houssem Benhassen Houssem Benhassen Follow Joined Jan 5, 2025 • Nov 20 '25 Dropdown menu Copy link Hide Good luck Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Anshu Mandal Anshu Mandal Anshu Mandal Follow Location India Joined Aug 30, 2024 • Nov 20 '25 Dropdown menu Copy link Hide Thanks, will try my best 😃 Like comment: Like comment: 3 likes Like Comment button Reply Collapse Expand Alain web-creator Alain web-creator Alain web-creator Follow Alain Web-creator - Freelance Web developer. Consultant informatique et développeur web chez #Twitbook24 et #Promozik TV Email alainwebcreator@gmail.com Work Promoter of the streaming Music Platform #Promozik.uk Joined Sep 24, 2024 • Nov 24 '25 Dropdown menu Copy link Hide In your opinion, is a competition where the winner has the best premium AI and the fastest response time fair, considering that not everyone has access to the premium version of ChatGpt or Bolt? Just to reignite the debate ! alainWebcreator - Web Developer Like comment: Like comment: 2 likes Like Comment button Reply Collapse Expand Hidekazu Kubota Hidekazu Kubota Hidekazu Kubota Follow Ph.D. in Engineering / Independent Developer / Interaction Design / Personal Knowledge Management Location Kyoto Joined Jul 14, 2020 • Nov 28 '25 Dropdown menu Copy link Hide That's a wonderful challenge! However, I have one question. When I read dev.to/page/unoplatform-challenge-... , the Prize is listed as $1,000 USD Gift Card . Can this gift card be used in countries outside the US? Like comment: Like comment: 1 like Like Comment button Reply Collapse Expand Anam Malik Anam Malik Anam Malik Follow Joined Dec 4, 2025 • Dec 4 '25 Dropdown menu Copy link Hide Final Reflection & Thank You The AI Agents Intensive was not just a course for me; it was a journey of growth. It taught me skills, patience, confidence, and a new way of thinking. Thank you to Kaggle, the mentors, and the entire community for creating such an impactful and accessible program. I’m proud to have been a part of this journey, and I’m excited for what comes next. Like comment: Like comment: Like Comment button Reply View full discussion (28 comments) Some comments may only be visible to logged-in visitors. Sign in to view all comments. 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 . 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https://www.git-tower.com/blog/posts/tower-mac-14 | Tower 14 for Mac — Custom Git Workflows | Tower Blog You are using an outdated browser. Please upgrade your browser to improve your experience. Tower Navigation Features Undo Anything Just press Cmd+Z Drag and Drop Make the complex effortless Integrations Use your favorite tools Tower Workflows Branching Configurations Stacked Pull Requests Supercharged workflows All Features Release Notes Pricing Support Documentation Contact Us Account Login Learn Git Video Course 24 episodes Online Book From novice to master Cheat Sheets For quick lookup Webinar Learn from a Git professional First Aid Kit Recover from mistakes Advanced Git Kit Dive deeper Blog Download Download < Back to Blog Tower 14 for Mac — Custom Git Workflows Bruno Brito August 2025 | 6 min read Share: Tower 14 for Mac is here! This update allows you to create custom Git workflows, enabling you to define and enforce the exact workflow that meets your project's needs. We have spoken with many teams and learned that most struggle to develop their own ideal Git workflows. As a result, they often end up adapting generic solutions or creating systems that are difficult for everyone to follow. If that resonates with you, you will definitely love this release! Tower 14 for Mac puts you in the driver's seat, allowing you to define trunk, base, and topic branches, as well as set merge strategies and various other options. Think of this as creating your own system — such as git-flow — but with limitless possibilities! 😎 All right, let's take a look at what's new – but first, let's recap why you should consider using a Git workflow if you don't have one already. For a quick walkthrough of what's new, check out our 5-minute video tour below: Why Workflows Matter It is important to standardize your branching and merging practices so that you can create a predictable development environment. We feel this is key for a productive, enjoyable experience with Git, especially when collaborating with teams! This standardization and predictability offer many advantages. Every team member can easily understand the repository's state and the purpose of each branch if you use clear naming conventions and well-defined merge behaviors. New colleagues can quickly grasp the project's specific Git conventions, leading to quicker onboarding. The entire team will become less prone to errors. Workflows can (and should!) be automated, making this process even more beneficial to everyone — and this is exactly where Tower 14 comes in. Setting Up a Custom Git Workflow The heart of Custom Git Workflows lies in its flexibility. You can create a workflow tailored to your project, team size, and development methodology. They can be as simple or complex as you'd like! The magic begins by clicking on the "Workflows" icon, now conveniently located on the left-hand side next to the "Services" and "Bookmarks" views. Tower 14 – "Workflows" icon in the Toolbar Here, you can set your preferred workflow by choosing from the following options: Predefined workflows, such as git-flow or GitHub/GitLab Flow. Other workflows like Graphite or GitFlow CLI. The option to create any custom Git workflow you can imagine from scratch. If your project already has a workflow in place, Tower will attempt to auto-detect it based on the existing branches. Tower 14 – Select your Workflow To understand the power of this feature, let's explore an existing workflow — we will use git-flow — and break down the extensive customization options available in Tower Workflows. Tower 14 — Branch Workflow Configuration Look at all those options! Let's explore what they can do. The first step is to define your core branches, i.e., your "trunk" (e.g., main , master ) and "base" (e.g., develop , dev ) branches so that you can establish the foundational structure of your repository. ☝️ If you want to learn more about "trunk", "base", and "topic" branches, we recommend reading this article . Afterwards, you should define your "topic" branch types (e.g., feature , hotfix , release ). For each topic branch type, you can set specific branch prefixes (e.g., feature/ , hotfix/ ). This clarifies intent and ensures consistency across your team and can be used for automated checks and organization. In the example below, we've added bugfix to our Workflow, which is not part of git-flow by default — a prime example of the customizability of this feature. Tower 14 – Topic Branch Configuration Next, you can take full control of how changes flow through your branches. You can now define distinct downstream merge strategies (merging the parent into your topic branch to keep it up to date) and upstream merge strategies (merging a branch into its parent to finalize topic branches). Whether you prefer merge, rebase, or squash, Tower 14 lets you dictate the exact behavior for each merge scenario. Tower 14 — Merge Strategy Configuration When merging upstream, you can also create a tag, which can be useful for releases or significant milestones. This makes sure critical points in your project's history are always marked. Finally, you have the option to create a merge commit when integrating branches, ensuring a complete and traceable record of all integrations. For those who prefer a cleaner, linear history, you can opt out. Tower 14 – Configuring Merge Commit and Tag Creation Starting and Finishing a Feature/Hotfix/… Once your workflow is configured, you can easily get started with your work by clicking the "Workflows" button and choosing the appropriate option. Tower 14 – "Start Feature" Once the task is complete, you can either click the "Workflows" button again to finish the feature, or access the branch's context menu by right-clicking the mouse. Tower 14 – "Finish Feature" in the Context Menu Updating Branches While you are working on a new feature, it's normal for the parent branch to receive new commits from other team members. To minimize the chance of encountering merge conflicts, you should integrate those changes frequently. We have good news here: this is very easy when using Tower ✌️ Since Tower establishes a parent/child relationship between branches, you will see a banner reminding you that you should update your child branches since there have been updates to the parent branch. This feature is extremely useful for smoothly integrating your changes when you finish working on a feature or bug fix, so we recommend that you update your child branches often! Tower 14 – "Update Branch" notification In the update process, Tower will always inform you if there are any merge conflicts that need to be resolved. Tower 14 – "Update Branch with Merge Conflicts" notification You will also be notified of any conflicts in the "Update branch" dialog. Tower 14 – "Update Branch" dialog TIP: Don't forget to establish dependencies between branches so that child branches receive updates from their parent branches when changes occur. You can right-click any branch at any time and set a different "Upstream" or "Parent Branch" to track. Tower 14 – Track Parent Branch We hope you enjoy this release! Happy committing! 😊 Not a Tower user yet? Download our 30-day free trial and experience a better way to work with Git! Try Tower 14 Now PS: Did you know? 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https://dev.to/mojoatomic/your-atomic-deploys-probably-arent-atomic-3p7a | Your "Atomic" Deploys Probably Aren't Atomic - 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 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 mojoatomic Posted on Jan 12 Your "Atomic" Deploys Probably Aren't Atomic # devops # deployment # linux # macos If you're using symlink swaps for zero-downtime deployments, you've probably written something like this: ln -sfn releases/20260112 current Enter fullscreen mode Exit fullscreen mode Looks atomic. It's not. The Bug Run that command through strace: symlink("releases/20260112", "current") = -1 EEXIST unlink("current") = 0 symlink("releases/20260112", "current") = 0 Enter fullscreen mode Exit fullscreen mode See the problem? Between unlink and symlink , the current symlink doesn't exist. Under load, some percentage of requests hit that gap and get ENOENT . Your "zero-downtime" deploy just caused downtime. The Linux Fix This is well-documented: ln -s releases/20260112 .tmp/current. $$ mv -T .tmp/current. $$ current Enter fullscreen mode Exit fullscreen mode Create a temp symlink, then use mv -T to atomically replace the target. The -T flag makes mv call rename(2) , which is atomic on POSIX filesystems. Problem solved. Unless you're on macOS. The macOS Problem BSD mv doesn't have -T . And it follows symlinks differently - if current is a symlink to a directory, mv .tmp/current.$$ current moves the temp symlink into the directory instead of replacing it. The Capistrano community has known about this for over a decade. Their workaround is clever - create the symlink in a subdirectory and move it via relative path - but it requires their Ruby runtime. Most deployment tools just accept the race condition on Mac, or tell you to develop on Linux. A Different Approach I needed something that works on both platforms. I manage infrastructure across Linux servers and Mac dev machines, and "just use Linux" wasn't an option. Python's os.replace() calls rename(2) directly on all POSIX systems: detect_platform () { if mv --version 2>/dev/null | grep -q 'GNU' ; then printf 'linux' else printf 'bsd' fi } activate_release () { local tmp_link = ".tmp/current. $$ " ln -s "releases/ $release_id " " $tmp_link " if [[ " $( detect_platform ) " == "linux" ]] ; then mv -T " $tmp_link " "current" else python3 -c "import os; os.replace(' $tmp_link ', 'current')" fi } Enter fullscreen mode Exit fullscreen mode Platform detection checks for GNU coreutils by running mv --version rather than relying on uname . This handles edge cases like Homebrew GNU coreutils on Mac. Proving the Race Condition Want to see the bug yourself? Here's a test: #!/bin/bash mkdir -p releases/v1 releases/v2 echo "v1" > releases/v1/version echo "v2" > releases/v2/version ln -s releases/v1 current # Reader loop in background ( for i in { 1..10000 } ; do cat current/version 2>/dev/null || echo "ENOENT" done ) > reads.log & reader_pid = $! # Writer loop - rapidly swap symlink for i in { 1..1000 } ; do ln -sfn releases/v1 current ln -sfn releases/v2 current done wait $reader_pid errors = $( grep -c ENOENT reads.log || true ) echo "Errors: $errors / 10000 reads" Enter fullscreen mode Exit fullscreen mode On a typical system, you'll see 10-50 errors per run. With the atomic approach, zero. The Full Script I wrapped this into a deployment script with: Atomic symlink swap on both Linux and macOS Directory-based locking with stale PID detection Automatic rollback on SIGINT/SIGTERM State machine cleanup that knows whether to rollback or just clean up temp files It's a single file, no dependencies beyond bash and python3. GitHub: github.com/mojoatomic/atomic-deploy What It Doesn't Do Intentionally out of scope: Shared directories - No Capistrano-style shared folder symlinking Remote deployment - Wrap it in ssh/rsync Release pruning - Add a cron job Service restarts - Use your init system One thing, done right. FAQ Why not just use Capistrano/Deployer? They're great if you're already in Ruby/PHP. This is a single script you can drop into any CI pipeline. Why not containers? Not everyone is on Kubernetes. VMs, bare metal, and edge devices still exist. Python is a dependency. Yes, but python3 ships with macOS and virtually every Linux distro. It's as ubiquitous as bash. What about renameat2() with RENAME_EXCHANGE ? That's Linux 3.15+ with glibc 2.28+. It does a true atomic swap, but it's not portable. Does this work on NFS? No. rename(2) atomicity guarantees don't hold on network filesystems. Further Reading Atomic symlinks - Deep dive on the problem Things UNIX can do atomically - The mv -T insight Capistrano issue #346 - Original bug report from 2013 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 mojoatomic Follow keyboard pounder Joined Jan 12, 2026 Trending on DEV Community Hot AI should not be in Code Editors # programming # ai # productivity # discuss The First Week at a Startup Taught Me More Than I Expected # startup # beginners # career # learning Stop Overengineering: How to Write Clean Code That Actually Ships 🚀 # discuss # javascript # programming # webdev 💎 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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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 Google Cloud Follow Hide Google Cloud is a suite of Cloud Computing Services for computing, storage, networking, big data and analytics, and AI/ML. Create Post submission guidelines Articles should have a primary focus on Google Cloud. Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Login with Google (oAuth) - Finding Client ID & Secret in Google Cloud Console (2026) Cathy Lai Cathy Lai Cathy Lai Follow Jan 13 Login with Google (oAuth) - Finding Client ID & Secret in Google Cloud Console (2026) # oauth # googlecloud 1 reaction Comments 1 comment 2 min read Self-Scheduling Recurring Cloud Tasks (with Terraform + Python code) Charlotte Towell Charlotte Towell Charlotte Towell Follow Jan 12 Self-Scheduling Recurring Cloud Tasks (with Terraform + Python code) # googlecloud # terraform # python # serverless Comments Add Comment 3 min read Serverless Picture Gallery on Google Cloud - Part 2 Piotr Pabis Piotr Pabis Piotr Pabis Follow Jan 12 Serverless Picture Gallery on Google Cloud - Part 2 # googlecloud # gcp Comments Add Comment 8 min read Sécurisez et optimisez vos transferts de fichiers avec les signed URLs Cloud Storage Benoît Garçon Benoît Garçon Benoît Garçon Follow for La Formule Nuagique Jan 11 Sécurisez et optimisez vos transferts de fichiers avec les signed URLs Cloud Storage # 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googlecloud # bigquery # marketing # dataengineering Comments Add Comment 12 min read Google Cloud: la Gerarchia delle Risorse Mirko Scapellato Mirko Scapellato Mirko Scapellato Follow Jan 1 Google Cloud: la Gerarchia delle Risorse # architecture # beginners # googlecloud Comments Add Comment 4 min read Beyond Connectivity: Why Google Cloud Anthos is the OS for the Sovereign AI Era Tech Croc Tech Croc Tech Croc Follow Jan 1 Beyond Connectivity: Why Google Cloud Anthos is the OS for the Sovereign AI Era # anthos # googlecloud # kubernetes # cloud 5 reactions Comments Add Comment 3 min read The Ultimate Guide to Data Engineering on Google Cloud (2026) Tech Croc Tech Croc Tech Croc Follow Jan 2 The Ultimate Guide to Data Engineering on Google Cloud (2026) # datascience # dataengineering # database # googlecloud 5 reactions Comments Add Comment 3 min read Migrating Masking Database from Amazon Aurora to BigQuery: Performance Improvement and Security Implementation ryo ariyama ryo ariyama ryo ariyama Follow Jan 1 Migrating Masking Database from Amazon Aurora to BigQuery: Performance Improvement and Security Implementation # googlecloud # terraform # programming # webdev Comments Add Comment 6 min read Google Cloud Platform (GCP) in 2026: The Ultimate Guide to AI-First Cloud Computing Tech Croc Tech Croc Tech Croc Follow Jan 1 Google Cloud Platform (GCP) in 2026: The Ultimate Guide to AI-First Cloud Computing # cloud # google # googlecloud # programming 5 reactions Comments Add Comment 4 min read Deploy Angular + NestJS to Google Cloud for Cheap (Single Domain, SSL, & Zero Headache) Prasun Chakraborty Prasun Chakraborty Prasun Chakraborty Follow Jan 5 Deploy Angular + NestJS to Google Cloud for Cheap (Single Domain, SSL, & Zero Headache) # googlecloud # nestjs # devops # startup Comments Add Comment 3 min read TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud Jubin Soni Jubin Soni Jubin Soni Follow Dec 31 '25 TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud # googlecloud # tensorflow # tpu # deeplearning Comments Add Comment 7 min read Introducing Canvas Change Tracking in Bult.ai Bult.ai Bult.ai Bult.ai Follow Dec 30 '25 Introducing Canvas Change Tracking in Bult.ai # aws # azure # googlecloud # devops Comments Add Comment 2 min read Introducing Volume Usage Metrics in Bult.ai Bult.ai Bult.ai Bult.ai Follow Dec 29 '25 Introducing Volume Usage Metrics in Bult.ai # webdev # database # cloud # googlecloud Comments Add Comment 2 min read Teaching Machines the Art of Nuance with Google Cloud Natural Language API taiwo taiwo taiwo Follow Dec 31 '25 Teaching Machines the Art of Nuance with Google Cloud Natural Language API # discuss # ai # programming # googlecloud 1 reaction Comments Add Comment 4 min read AlloyDB for PostgreSQL: The Ultimate Guide to Google’s Hyper-Scale Database Tech Croc Tech Croc Tech Croc Follow Dec 28 '25 AlloyDB for PostgreSQL: The Ultimate Guide to Google’s Hyper-Scale Database # sql # postgres # alloydb # googlecloud 6 reactions Comments 1 comment 4 min read Data handling and analysis tools every AIML student should know how to use Keerthana Keerthana Keerthana Follow Dec 21 '25 Data handling and analysis tools every AIML student should know how to use # ai # googlecloud # aiml # datahandling 1 reaction Comments Add Comment 3 min read How to Integrate Google Play In-App Purchases Using RevenueCat Muhammad Usman Muhammad Usman Muhammad Usman Follow Dec 20 '25 How to Integrate Google Play In-App Purchases Using RevenueCat # programming # reactnative # googlecloud # webdev Comments Add Comment 3 min read Preparing for GCP Security Certification? Here's What Actually Worked for Me Annkur Agrawal Annkur Agrawal Annkur Agrawal Follow Dec 20 '25 Preparing for GCP Security Certification? Here's What Actually Worked for Me # googlecloudcertified # cloudsecurity # googlecloudlearning # googlecloud Comments Add Comment 2 min read loading... trending guides/resources 🚀 Experience Liftoff: Google Antigravity—The Agent-First IDE Redefining Development Extract YouTube Playlist Links Instantly: Open-Source Tool Built with Next.js 14 Maximizing WebAI Performance: A Deep Dive into LiteRT.js This is so real, IS IT AI ?? - How to identify AI generated images The Great AI Convergence: PyTorch vs. TensorFlow in 2026 Stop Coding, Start Managing: A First Look at Google's AntiGravity IDE 🚀 Google Cloud Platform (GCP) in 2026: The Ultimate Guide to AI-First Cloud Computing Getting Started with Go (Golang): A Practical Guide for Developers Database Center from Google Cloud — The “Virtual DBA” You Didn’t Know You Hired 🚀 Hello, Kubernetes! A Hands-On Guide to Deploying Your First App on GKE description How Google Mistook My Sui Node for a Bitcoin Farm (And Banned Me) (again) Google Cloud Options for Storing Data Securing Gmail AI Agents against Prompt Injection with Model Armor The Great GCP Identity Crisis: Unraveling Resource Manager Tags vs. Labels KubeVirt to run VMs in your K8s cluster Secure Secrets in Google Apps Script FinOps for AI Controlling Kubernetes Network Traffic - Part 2 From Development to Production: A Complete Guide to Deploying Node.js Applications on Google Cloud The Big Data Showdown: Apache Spark vs. Hadoop in 2026 💎 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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