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https://opensource.org/definition-annotated | The Open Source Definition (Annotated) – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu Home The Open Source Definition (Annotated) The Open Source Definition (Annotated) Page created on July 24, 2006 | Last modified on February 16, 2024 The sections below appear as annotations to the Open Source Definition (OSD) and are not a part of the OSD. A plain version of the OSD without annotations can be found here . Introduction Open source doesn’t just mean access to the source code. The distribution terms of open source software must comply with the following criteria: 1. Free Redistribution The license shall not restrict any party from selling or giving away the software as a component of an aggregate software distribution containing programs from several different sources. The license shall not require a royalty or other fee for such sale. Rationale: By constraining the license to require free redistribution, we eliminate the temptation for licensors to throw away many long-term gains to make short-term gains. If we didn’t do this, there would be lots of pressure for cooperators to defect. 2. Source Code The program must include source code, and must allow distribution in source code as well as compiled form. Where some form of a product is not distributed with source code, there must be a well-publicized means of obtaining the source code for no more than a reasonable reproduction cost, preferably downloading via the Internet without charge. The source code must be the preferred form in which a programmer would modify the program. Deliberately obfuscated source code is not allowed. Intermediate forms such as the output of a preprocessor or translator are not allowed. Rationale: We require access to un-obfuscated source code because you can’t evolve programs without modifying them. Since our purpose is to make evolution easy, we require that modification be made easy. 3. Derived Works The license must allow modifications and derived works, and must allow them to be distributed under the same terms as the license of the original software. Rationale: The mere ability to read source isn’t enough to support independent peer review and rapid evolutionary selection. For rapid evolution to happen, people need to be able to experiment with and redistribute modifications. 4. Integrity of The Author’s Source Code The license may restrict source-code from being distributed in modified form only if the license allows the distribution of “patch files” with the source code for the purpose of modifying the program at build time. The license must explicitly permit distribution of software built from modified source code. The license may require derived works to carry a different name or version number from the original software. Rationale: Encouraging lots of improvement is a good thing, but users have a right to know who is responsible for the software they are using. Authors and maintainers have reciprocal right to know what they’re being asked to support and protect their reputations. Accordingly, an open source license must guarantee that source be readily available, but may require that it be distributed as pristine base sources plus patches. In this way, “unofficial” changes can be made available but readily distinguished from the base source. 5. No Discrimination Against Persons or Groups The license must not discriminate against any person or group of persons. Rationale: In order to get the maximum benefit from the process, the maximum diversity of persons and groups should be equally eligible to contribute to open sources. Therefore we forbid any open source license from locking anybody out of the process. Some countries, including the United States, have export restrictions for certain types of software. An OSD-conformant license may warn licensees of applicable restrictions and remind them that they are obliged to obey the law; however, it may not incorporate such restrictions itself. 6. No Discrimination Against Fields of Endeavor The license must not restrict anyone from making use of the program in a specific field of endeavor. For example, it may not restrict the program from being used in a business, or from being used for genetic research. Rationale: The major intention of this clause is to prohibit license traps that prevent open source from being used commercially. We want commercial users to join our community, not feel excluded from it. 7. Distribution of License The rights attached to the program must apply to all to whom the program is redistributed without the need for execution of an additional license by those parties. Rationale: This clause is intended to forbid closing up software by indirect means such as requiring a non-disclosure agreement. 8. License Must Not Be Specific to a Product The rights attached to the program must not depend on the program’s being part of a particular software distribution. If the program is extracted from that distribution and used or distributed within the terms of the program’s license, all parties to whom the program is redistributed should have the same rights as those that are granted in conjunction with the original software distribution. Rationale: This clause forecloses yet another class of license traps. 9. License Must Not Restrict Other Software The license must not place restrictions on other software that is distributed along with the licensed software. For example, the license must not insist that all other programs distributed on the same medium must be open source software. Rationale: Distributors of open source software have the right to make their own choices about their own software. Yes, the GPL v2 and v3 are conformant with this requirement. Software linked with GPLed libraries only inherits the GPL if it forms a single work, not any software with which they are merely distributed. 10. License Must Be Technology-Neutral No provision of the license may be predicated on any individual technology or style of interface. Rationale: This provision is aimed specifically at licenses which require an explicit gesture of assent in order to establish a contract between licensor and licensee. Provisions mandating so-called “click-wrap” may conflict with important methods of software distribution such as FTP download, CD-ROM anthologies, and web mirroring; such provisions may also hinder code re-use. Conformant licenses must allow for the possibility that (a) redistribution of the software will take place over non-Web channels that do not support click-wrapping of the download, and that (b) the covered code (or re-used portions of covered code) may run in a non-GUI environment that cannot support popup dialogues. The Open Source Definition was originally derived from the Debian Free Software Guidelines (DFSG). Version 1.9, last modified, 2007-03-22 Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . Opensource.org is not the author of any of the licenses reproduced on this site. Questions about the copyright in a license should be directed to the license steward. Read our Privacy Policy Proudly powered by WordPress. Hosted by Pressable. 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https://developer.x.com/en/use-cases/build-for-consumers | Build for the public - X Skip to main content X home page English Search... ⌘ K Ask AI Support Developer portal Developer portal Search... Navigation Build for businesses Build for the public Home X API X Ads API XDKs Tutorials Use Cases Success Stories Status Changelog Developer Portal Forums GitHub Build for businesses Build for businesses Build for the public Do research Teach and learn Build for good Build for fun Build for businesses Build for the public Copy page Build for people on X, to enhance and improve their experience on the platform. Copy page Ways to build for people on X We are opening up our platform to encourage you to build new tools and products that have a positive impact on the public conversation and serve people on X. Specifically, we want to encourage new innovation and development in the following areas: Moderate conversations for health and safety Help improve the health and safety of the public conversation by building content moderation tools and other solutions that help people feel safe and excited to participate in the conversation on X. Build complementary or additive technology to give people a comprehensive choice of tools to control their int Learn more Enable creation and personal expression Build tools for creators, brands, and individuals who want to extend their reach, express their brand, and connect with people that share their passion. Or broaden the ways people can engage on X like cross-posted content, gamification, or helpful bots. Learn more Measure and analyze “what’s happening” Help people measure, analyze, and derive insights from the public conversation or their own content. Understand your audience better, measure the performance and impact of your content, make more informed decisions, and so much more. Learn more Improve community experiences X is for everyone, and we want to encourage and empower you to use your expertise to better serve the unique needs of different communities on X. Whether you’re building localized solutions for emerging global markets, or enhancing experiences for growing communities on the platform like gaming or finance, we want everyone to find their place on X. Learn more Curate and recommend content Build apps, bots, or other tools that help people discover new content or make new connections. Or build curated and customizable experiences so people see more of the content they care most about. Learn more Impact the greater good Conduct groundbreaking research, help advance knowledge about public health and the climate crises and build non-commercially for the greater good. Learn more Build for businesses Do research ⌘ I X home page x github Terms of Service Privacy Policy Cookies Developer Terms x github | 2026-01-13T08:48:29 |
https://developer.mozilla.org/en-US/docs/Web/API/DedicatedWorkerGlobalScope | DedicatedWorkerGlobalScope - Web APIs | MDN Skip to main content Skip to search MDN HTML HTML: Markup language HTML reference Elements Global attributes Attributes See all… HTML guides Responsive images HTML cheatsheet Date & time formats See all… Markup languages SVG MathML XML CSS CSS: Styling language CSS reference Properties Selectors At-rules Values See all… CSS guides Box model Animations Flexbox Colors See all… Layout cookbook Column layouts Centering an element Card component See all… JavaScript JS JavaScript: Scripting language JS reference Standard built-in objects Expressions & operators Statements & declarations Functions See all… JS guides Control flow & error handing Loops and iteration Working with objects Using classes See all… Web APIs Web APIs: Programming interfaces Web API reference File system API Fetch API Geolocation API HTML DOM API Push API Service worker API See all… Web API guides Using the Web animation API Using the Fetch API Working with the History API Using the Web speech API Using web workers All All web technology Technologies Accessibility HTTP URI Web extensions WebAssembly WebDriver See all… Topics Media Performance Privacy Security Progressive web apps Learn Learn web development Frontend developer course Getting started modules Core modules MDN Curriculum Learn HTML Structuring content with HTML module Learn CSS CSS styling basics module CSS layout module Learn JavaScript Dynamic scripting with JavaScript module Tools Discover our tools Playground HTTP Observatory Border-image generator Border-radius generator Box-shadow generator Color format converter Color mixer Shape generator About Get to know MDN better About MDN Advertise with us Community MDN on GitHub Blog Toggle sidebar Web Web APIs DedicatedWorkerGlobalScope Theme OS default Light Dark English (US) Remember language Learn more Deutsch English (US) Français 日本語 中文 (简体) DedicatedWorkerGlobalScope Baseline Widely available * This feature is well established and works across many devices and browser versions. It’s been available across browsers since July 2015. * Some parts of this feature may have varying levels of support. Learn more See full compatibility Report feedback Note: This feature is only available in Dedicated Web Workers . The DedicatedWorkerGlobalScope object (the Worker global scope) is accessible through the self keyword. Some additional global functions, namespaces objects, and constructors, not typically associated with the worker global scope, but available on it, are listed in the JavaScript Reference . See also: Functions available to workers . EventTarget WorkerGlobalScope DedicatedWorkerGlobalScope In this article Instance properties Instance methods Events Specifications Browser compatibility See also Instance properties This interface inherits properties from the WorkerGlobalScope interface, and its parent EventTarget . DedicatedWorkerGlobalScope.name Read only The name that the Worker was (optionally) given when it was created using the Worker() constructor. This is mainly useful for debugging purposes. Instance methods This interface inherits methods from the WorkerGlobalScope interface, and its parent EventTarget . DedicatedWorkerGlobalScope.close() Discards any tasks queued in the WorkerGlobalScope 's event loop, effectively closing this particular scope. DedicatedWorkerGlobalScope.postMessage() Sends a message — which can consist of any JavaScript object — to the parent document that first spawned the worker. DedicatedWorkerGlobalScope.cancelAnimationFrame() Cancels an animation frame request previously scheduled through a call to requestAnimationFrame() . DedicatedWorkerGlobalScope.requestAnimationFrame() Perform an animation frame request and call a user-supplied callback function before the next repaint. Events Listen to this event using addEventListener() or by assigning an event listener to the oneventname property of this interface. message Fired when the worker receives a message from its parent. messageerror Fired when a worker receives a message that can't be deserialized. rtctransform Fired when an encoded video or audio frame has been queued for processing by a WebRTC Encoded Transform . Specifications Specification HTML # dedicated-workers-and-the-dedicatedworkerglobalscope-interface Browser compatibility Enable JavaScript to view this browser compatibility table. See also Worker WorkerGlobalScope Using web workers Functions available to workers Help improve MDN Was this page helpful to you? Yes No Learn how to contribute This page was last modified on Apr 22, 2024 by MDN contributors . View this page on GitHub • Report a problem with this content Filter sidebar Web Workers API DedicatedWorkerGlobalScope Instance properties name Instance methods cancelAnimationFrame() close() postMessage() requestAnimationFrame() Events message messageerror rtctransform Inheritance WorkerGlobalScope EventTarget Related pages for Web Workers API SharedWorker SharedWorkerGlobalScope Worker WorkerGlobalScope WorkerLocation WorkerNavigator Guides Using Web Workers Functions and classes available to Web Workers The structured clone algorithm Transferable objects Your blueprint for a better internet. 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https://opensource.org/ai | Open Source AI – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Source AI Open Source AI OSAID 1.0 Process Timeline Open Weights FAQ Endorsements Open Main Menu THE OPEN SOURCE AI DEFINITION 1.0 We have released the first stable version of the Definition. Read version 1.0 What’s Open Source AI? Following the same idea behind Open Source Software, an Open Source AI is a system made available under terms that grant users the freedoms to: Use Study Modify Share Use the system for any purpose and without having to ask for permission. Precondition to exercise these freedoms is to have access to the preferred form to make modifications to the system, and to the means to use it. Study how the system works and understand how its results were created. Precondition to exercise these freedoms is to have access to the preferred form to make modifications to the system, and to the means to use it. Modify the system for any purpose, including to change its output. Precondition to exercise these freedoms is to have access to the preferred form to make modifications to the system, and to the means to use it. Share the system for others to use with or without modifications, for any purpose. Precondition to exercise these freedoms is to have access to the preferred form to make modifications to the system, and to the means to use it. Benefits of Open Source AI Transparency & Safety Open Source AI provides information essential for auditing systems and to mitigate bias, ensures accountability and transparency of data sources, and accelerates AI safety research. Competition & Polyculture Open Source AI makes more models available, spurs innovation and quality due to increased competition and tackles AI monoculture by providing more stakeholders access to foundational technology. Diverse Applications Open Source AI gives developers access to resources crucial for developing context-specific, localized applications that are representative of cultural and linguistic diversity and allow for model aligned with different value systems. Read the white paper The Open Source Initiative and Open Future have taken a significant step toward addressing this challenge by releasing this white paper. The document is the culmination of a global co-design process, enriched by insights from a vibrant two-day workshop held in Paris in October 2024. Read the white paper Why Open Source AI needs a definition? Open Source Frontier The traditional view of Open Source code and licenses when applied to AI components are not sufficient to guarantee the freedoms to use, study, share and modify the systems. Informing Regulators Government regulations have begun in Europe, the United States, and elsewhere. Communities need a common understanding to educate policy makers. Combat Openwashing Companies are calling AI systems “Open Source” even though their licenses contain restrictions that go against the accepted principles and freedoms of Open Source. Who’s behind the Open Source AIDefinition View all Endorsers Overall process 0 Supporting Organizations 0 Supporting Individuals 0 Co-designers 0 Systems reviewed Representation in the co-design process 0 Nationalities 0 People Of Color 0 Global South 0 Femme, Trans, & Nonbinary Co-design 2023 – 2024 In 2023, we started the co-design process hosting several online and in-person activities around the world. Research 2022 – 2023 Alongside AI experts from various fields we produced a podcast , panels and webinars . Endorsements 2024 – 2025 Late 2024 into 2025, the OSI is gathering endorsements from various individuals and organizations, including Mozilla, Suse, Eleuther AI, Ai2, Eclipse Foundation, and the OpenInfra Foundation, among many others. Which AI systems comply with the OSAID 1.0? As part of our validation and testing of the OSAID, the volunteers checked whether the Definition could be used to evaluate if AI systems provided the freedoms expected. The list of models that passed the Validation phase are: Pythia (Eleuther AI), OLMo (AI2), Amber and CrystalCoder (LLM360), and T5 (Google). There are a couple of others that were analyzed and would probably pass if they changed their licenses/legal terms: BLOOM (BigScience), Starcoder2 (BigCode), Falcon (TII). Those that have been analyzed and don’t pass because they lack required components and/or their legal agreements are incompatible with the Open Source principles: Llama2 (Meta), Grok (X/Twitter), Phi-2 (Microsoft), Mixtral (Mistral). These results should be seen as part of the definitional process, a learning moment; they’re not certifications of any kind. OSI will continue to validate only legal documents, and will not validate or review individual AI systems, just as it does not validate or review software projects. If you are wondering about Open Weights models , please refer to our dedicated page . The OSAID co-design process was open to everyone interested in collaborating . How to participate There are many ways to get involved: Endorse the Open Source AI Definition : have your organization appended to the list of supporters of version 1.0. Join the forum : support and comment on the releases, record your approval or concerns to new and existing threads. Subscribe to our newsletter and read our blog to be kept up-to-date. Watch the town hall recordings to learn more about the process. Join the workshops and scheduled conferences : meet the OSI and other participants at in-person events around the world. Open Source AI Definition Governance Governance for the Open Source AI Definition is provided by the OSI Board of Directors . The OSI board members have expertise in business, legal, and open source software development, as well as experience across a range of commercial, public sector, and non-profit organizations. Formal progress reports including achievements, budget updates, and next steps are provided monthly by the Program Lead for advice and guidance as part of regular Board business. Additionally, informal updates on the outcomes of key meetings and milestones are provided via email to the Board as required. Supported by OSI’s efforts wouldn’t be possible without the support of our sponsors and thousands of individual members. Become a sponsor or join us today! Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . Opensource.org is not the author of any of the licenses reproduced on this site. Questions about the copyright in a license should be directed to the license steward. Read our Privacy Policy Proudly powered by WordPress. Hosted by Pressable. Manage Cookie Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences {title} {title} {title} Manage consent | 2026-01-13T08:48:29 |
https://opensource.org/about/board-of-directors | Board of directors – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu Home About Board of directors Board of directors The Open Source Initiative (OSI) is managed by a board of directors that is the ultimate authority responsible for the organization as a California public benefit corporation, with 501(c)3 tax-exempt status. Responsibilities of OSI Board Directors The board’s responsibilities include oversight of the organization, supporting the executive director and staff. The board approves the budget, sets strategic direction and defines goals in line with the mission. OSI directors are expected to work actively and pro-actively as a member of the board, OSI and open source community. It is understood directors are volunteers, and each will be engaged in professional and personal responsibilities outside OSI. For different reasons, related to work, college/university, family, etc. there will be periods of time where a director will be busy and/or can not commit to the demands of the board or community, either as much as one would like or as much as is needed. However, this should be the exception, not the rule. Each board member is expected to sign the Board member agreement . Current composition The OSI board is composed of: Four directors elected by OSI Individual members for two-years terms. Four directors elected by OSI Affiliate organizations for three-years terms. Four directors appointed for two-years terms by the board itself. Directors who have served for five or more years may not run for the board, until they have been off of the board for one year or more. The results of elections for both Individual and Affiliate board seats are advisory, with the OSI board of directors making the formal appointments to open seats based on the community’s votes. Current directors Anne-Marie Scott Board Member Anne-Marie Scott she/her Chair of the finance committee Current Term: Apr 2023 to Mar 2026 Carlo Piana Board Member Carlo Piana he/him Director Current Term: Mar 2022 to Mar 2028 Catharina Maracke Board Member Catharina Maracke She/Her Director Current Term: Aug 2021 to Oct 2025 Chris Aniszczyk Board Member Chris Aniszczyk he/him Director Current Term: Mar 2024 to Mar 2026 Gaël Blondelle Board Member Gaël Blondelle he/him Secretary Current Term: Jan 2024 to Oct 2026 Josh Berkus Board Member Josh Berkus he/him Chair of the License Committee Current Term: Apr 2022 to Mar 2026 McCoy Smith Board Member McCoy Smith Director Current Term: Mar 2025 to Mar 2027 Ruth Suehle Board Member Ruth Suehle she/her Director Current Term: Mar 2025 to Mar 2028 Sayeed Choudhury Board Member Sayeed Choudhury Vice Secretary Current Term: Jan 2024 to Oct 2026 Thierry Carrez Board Member Thierry Carrez he/him Vice Chair Current Term: Aug 2021 to Mar 2027 Tracy Hinds Board Member Tracy Hinds Chair Current Term: Oct 2019 to Oct 2025 Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . Opensource.org is not the author of any of the licenses reproduced on this site. Questions about the copyright in a license should be directed to the license steward. Read our Privacy Policy Proudly powered by WordPress. Hosted by Pressable. Manage Cookie Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. 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https://m.youtube.com/channel/UCr8O8l5cCX85Oem1d18EezQ | Daniel Bourke - YouTube var ytInitialData = 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And as any adventurer knows, sometimes it can be helpful to have a compass to figure out if you're heading in the right direction.\n\nAlthough the title of this video says machine learning roadmap, you should treat it as a compass. Explore it, follow your curiosity, learn something and use what you learn to create your next steps.\n\nLinks:\nInteractive Machine Learning Roadmap - "},{"text":"https://dbourke.link/mlmap","navigationEndpoint":{"clickTrackingParams":"CO8DELsvGAAiEwiHpNTwkIiSAxUsdQ8CHZSCOCDKAQQU1RRo","commandMetadata":{"webCommandMetadata":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbGZDa3duM3hCbG44dXZXNVg0UkpaWVByazlsZ3xBQ3Jtc0tsdDUxaXBEWXF5ai1rZUZtMzgzYmhtLVhaSkhnbXpDT0E1X2VBTVc0RHl6UDZoRlNldVlOUUhjUHRNV1pSM0xfcWpHdTdxUGhmdG5RYWkxX1ZxSk90ZVdwRjFqSG40M1BvUXNBemQxbXNpbHd2a25kVQ\u0026q=https%3A%2F%2Fdbourke.link%2Fmlmap","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"urlEndpoint":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbGZDa3duM3hCbG44dXZXNVg0UkpaWVByazlsZ3xBQ3Jtc0tsdDUxaXBEWXF5ai1rZUZtMzgzYmhtLVhaSkhnbXpDT0E1X2VBTVc0RHl6UDZoRlNldVlOUUhjUHRNV1pSM0xfcWpHdTdxUGhmdG5RYWkxX1ZxSk90ZVdwRjFqSG40M1BvUXNBemQxbXNpbHd2a25kVQ\u0026q=https%3A%2F%2Fdbourke.link%2Fmlmap","target":"TARGET_NEW_WINDOW","nofollow":true}}},{"text":"\nMachine Learning Roadmap Resources - "},{"text":"https://github.com/mrdbourke/machine-...","navigationEndpoint":{"clickTrackingParams":"CO8DELsvGAAiEwiHpNTwkIiSAxUsdQ8CHZSCOCDKAQQU1RRo","commandMetadata":{"webCommandMetadata":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbTRVOE55c3JhcHp2OHdORExoY2xWUEJZQXpMd3xBQ3Jtc0trRTNmaklnQ3NtN3dxclVrR2RMRUxjRHBEU3d4aVBzOEIzTWZVV3pZVnc3MTZqbkl5MVpmMUNVNEMwMFI2NDBDVGNldWlXNTQ1dHdlN0h6eVQ5NWFHUC13WmxSVkh2aXVHUmp0VDRvOFQ4TmRjSHhlWQ\u0026q=https%3A%2F%2Fgithub.com%2Fmrdbourke%2Fmachine-learning-roadmap","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"urlEndpoint":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbTRVOE55c3JhcHp2OHdORExoY2xWUEJZQXpMd3xBQ3Jtc0trRTNmaklnQ3NtN3dxclVrR2RMRUxjRHBEU3d4aVBzOEIzTWZVV3pZVnc3MTZqbkl5MVpmMUNVNEMwMFI2NDBDVGNldWlXNTQ1dHdlN0h6eVQ5NWFHUC13WmxSVkh2aXVHUmp0VDRvOFQ4TmRjSHhlWQ\u0026q=https%3A%2F%2Fgithub.com%2Fmrdbourke%2Fmachine-learning-roadmap","target":"TARGET_NEW_WINDOW","nofollow":true}}},{"text":"\nLearn ML (beginner-friendly courses I teach) - "},{"text":"https://www.mrdbourke.com/ml-courses/","navigationEndpoint":{"clickTrackingParams":"CO8DELsvGAAiEwiHpNTwkIiSAxUsdQ8CHZSCOCDKAQQU1RRo","commandMetadata":{"webCommandMetadata":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbWtTU044ZXlsenJFYWdERU5TVjF0M1FldllIUXxBQ3Jtc0trcVFDRmx3Q2U1UDNPY0gzbmk2UDMybHdZVVdzbjRyMGdqUEkzWlAxNWJ5UGhQOEJqQ2NSNGRDODZVeWhOdFlaaFVqWE1TbGMwd1NmdEw3V3N6eXVtSEVqSklOS1ZUNHRTLU1ja2tmcFdXTVYyaXNHYw\u0026q=https%3A%2F%2Fwww.mrdbourke.com%2Fml-courses%2F","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"urlEndpoint":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbWtTU044ZXlsenJFYWdERU5TVjF0M1FldllIUXxBQ3Jtc0trcVFDRmx3Q2U1UDNPY0gzbmk2UDMybHdZVVdzbjRyMGdqUEkzWlAxNWJ5UGhQOEJqQ2NSNGRDODZVeWhOdFlaaFVqWE1TbGMwd1NmdEw3V3N6eXVtSEVqSklOS1ZUNHRTLU1ja2tmcFdXTVYyaXNHYw\u0026q=https%3A%2F%2Fwww.mrdbourke.com%2Fml-courses%2F","target":"TARGET_NEW_WINDOW","nofollow":true}}},{"text":"\nML courses/books I recommend - "},{"text":"https://www.mrdbourke.com/ml-resources/","navigationEndpoint":{"clickTrackingParams":"CO8DELsvGAAiEwiHpNTwkIiSAxUsdQ8CHZSCOCDKAQQU1RRo","commandMetadata":{"webCommandMetadata":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbm9YbVdNNHJEQXhIdjFFRFZiUkQxOWFtQXdFUXxBQ3Jtc0trOEloNG9EYkM3VUhnZXNwV2lrRktFRk1wWXJUVkUzSG9FbGFabUJRX3FGbGJhaTF6eWNXSlFuaWVLdHBUZW9YeDJoN0pUcVRGcDRfcVl2b3ZpWE1SRGNxMGMwTDdvTXVsclNOUmNXdTFRaW9rVno4OA\u0026q=https%3A%2F%2Fwww.mrdbourke.com%2Fml-resources%2F","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"urlEndpoint":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqbm9YbVdNNHJEQXhIdjFFRFZiUkQxOWFtQXdFUXxBQ3Jtc0trOEloNG9EYkM3VUhnZXNwV2lrRktFRk1wWXJUVkUzSG9FbGFabUJRX3FGbGJhaTF6eWNXSlFuaWVLdHBUZW9YeDJoN0pUcVRGcDRfcVl2b3ZpWE1SRGNxMGMwTDdvTXVsclNOUmNXdTFRaW9rVno4OA\u0026q=https%3A%2F%2Fwww.mrdbourke.com%2Fml-resources%2F","target":"TARGET_NEW_WINDOW","nofollow":true}}},{"text":"\nRead my novel Charlie Walks - "},{"text":"https://www.charliewalks.com","navigationEndpoint":{"clickTrackingParams":"CO8DELsvGAAiEwiHpNTwkIiSAxUsdQ8CHZSCOCDKAQQU1RRo","commandMetadata":{"webCommandMetadata":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqa0VtRy1ZVy1mSFJDclFPU3FJX2tyT0Z1Qkk4d3xBQ3Jtc0tsbmtoTUtWdjhJMVpjNGpqdlV3UEdSZHVjMF9mU1p1VF80TlM0NWE2cFpIMURrWWdNNGFvWDJRMUJNbzh2X3QwdXd6aDllM1ZJcnZZdVhhRzZhOXJFVnFkbHVzeVZGNXU2c3JOMGozLWV6Z1BnWnBQRQ\u0026q=https%3A%2F%2Fwww.charliewalks.com%2F","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"urlEndpoint":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqa0VtRy1ZVy1mSFJDclFPU3FJX2tyT0Z1Qkk4d3xBQ3Jtc0tsbmtoTUtWdjhJMVpjNGpqdlV3UEdSZHVjMF9mU1p1VF80TlM0NWE2cFpIMURrWWdNNGFvWDJRMUJNbzh2X3QwdXd6aDllM1ZJcnZZdVhhRzZhOXJFVnFkbHVzeVZGNXU2c3JOMGozLWV6Z1BnWnBQRQ\u0026q=https%3A%2F%2Fwww.charliewalks.com%2F","target":"TARGET_NEW_WINDOW","nofollow":true}}},{"text":"\n\nTimestamps:\n"},{"text":"0:00"},{"text":" - Hello \u0026 logistics\n"},{"text":"0:57"},{"text":" - PART 0: INTRO\n"},{"text":"1:42"},{"text":" - Brief overview of topics\n"},{"text":"3:05"},{"text":" - What is machine learning?\n"},{"text":"4:37"},{"text":" - Machine learning vs. traditional programming\n"},{"text":"7:41"},{"text":" - Why use machine learning?\n"},{"text":"8:44"},{"text":" - The number 1 rule of machine learning\n"},{"text":"10:45"},{"text":" - What is machine learning good for?\n"},{"text":"14:27"},{"text":" - How Tesla uses machine learning\n"},{"text":"17:57"},{"text":" - What we're going to cover in this video\n"},{"text":"20:52"},{"text":" - PART 1: Machine Learning Problems\n"},{"text":"22:27"},{"text":" - Categories of learning\n"},{"text":"26:17"},{"text":" - Machine learning problem domains\n"},{"text":"29:04"},{"text":" - Classification\n"},{"text":"33:57"},{"text":" - Regression\n"},{"text":"39:35"},{"text":" - PART 2: Machine Learning Process\n"},{"text":"41:57"},{"text":" - 6 major steps in a machine learning project\n"},{"text":"43:57"},{"text":" - Data collection\n"},{"text":"49:15"},{"text":" - Data preparation\n"},{"text":"1:04:00"},{"text":" - Training a model\n"},{"text":"1:23:33"},{"text":" - Analysis/evaluation\n"},{"text":"1:26:40"},{"text":" - Serving a model\n"},{"text":"1:29:09"},{"text":" - Retraining a model\n"},{"text":"1:30:07"},{"text":" - An example machine learning project\n"},{"text":"1:33:15"},{"text":" - PART 3: Machine Learning Tools\n"},{"text":"1:34:20"},{"text":" - Machine learning tools overview\n"},{"text":"1:38:36"},{"text":" - Machine learning toolbox (experiment tracking)\n"},{"text":"1:39:54"},{"text":" - Pretrained models for transfer learning\n"},{"text":"1:41:49"},{"text":" - Data and model tracking\n"},{"text":"1:43:35"},{"text":" - Cloud compute services\n"},{"text":"1:47:07"},{"text":" - Deep learning hardware (build your own deep learning PC)\n"},{"text":"1:47:53"},{"text":" - AutoML (automatic machine learning)\n"},{"text":"1:51:47"},{"text":" - Explainability (explaining the outputs of your machine learning model)\n"},{"text":"1:53:38"},{"text":" - Machine learning lifecycle (tools for end-to-end projects)\n"},{"text":"1:59:24"},{"text":" - PART 4: Machine Learning Mathematics\n"},{"text":"1:59:37"},{"text":" - The main branches of mathematics used in machine learning\n"},{"text":"2:03:16"},{"text":" - How I learn the math for machine learning\n"},{"text":"2:06:37"},{"text":" - PART 5: Machine Learning Resources\n"},{"text":"2:07:17"},{"text":" - A warning\n"},{"text":"2:08:42"},{"text":" - Where to start learning machine learning\n"},{"text":"2:14:51"},{"text":" - Made with ML (one of my favourite new websites for ML)\n"},{"text":"2:16:07"},{"text":" - Wokera ai (test your AI skills)\n"},{"text":"2:17:17"},{"text":" - A beginner-friendly path to start machine learning\n"},{"text":"2:19:02"},{"text":" - An advanced path for learning machine learning (after the beginner path)\n"},{"text":"2:21:43"},{"text":" - Where to learn the mathematics for machine learning\n"},{"text":"2:22:23"},{"text":" - Books for machine learning\n"},{"text":"2:24:27"},{"text":" - Where to learn cloud services\n"},{"text":"2:24:47"},{"text":" - Helpful rules and tidbits of machine learning\n"},{"text":"2:26:05"},{"text":" - How and why you should create your own blog\n"},{"text":"2:28:29"},{"text":" - Example machine learning curriculums\n"},{"text":"2:30:19"},{"text":" - Useful machine learning websites to visit\n"},{"text":"2:30:59"},{"text":" - Open-source datasets\n"},{"text":"2:31:26"},{"text":" - How to learn how to learn\n"},{"text":"2:32:57"},{"text":" - PART 6: Summary \u0026 Next Steps\n\nConnect elsewhere:\nGet email updates on my work - "},{"text":"https://dbourke.link/newsletter","navigationEndpoint":{"clickTrackingParams":"CO8DELsvGAAiEwiHpNTwkIiSAxUsdQ8CHZSCOCDKAQQU1RRo","commandMetadata":{"webCommandMetadata":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqa3kzNloyNno0NENYakFpVWxDTElrcWJLUGVfUXxBQ3Jtc0tuRnVkcmtCbzRUNFhLcndDUmlFQkIxSGRUdnVWVVlFNVVnY0ItZWdGRVA5MFMwaFVpYXNRTkpKQjVMVkp4cVVJT1pfR2duRG5CczJSODZUUUFtWi16ZjhBMWd4dlhQczZUVEFGUHpIcVVMOEtaek1JWQ\u0026q=https%3A%2F%2Fdbourke.link%2Fnewsletter","webPageType":"WEB_PAGE_TYPE_UNKNOWN","rootVe":83769}},"urlEndpoint":{"url":"https://www.youtube.com/redirect?event=video_description\u0026redir_token=QUFFLUhqa3kzNloyNno0NENYakFpVWxDTElrcWJLUGVfUXxBQ3Jtc0tuRnVkcmtCbzRUNFhLcndDUmlFQkIxSGRUdnVWVVlFNVVnY0ItZWdGRVA5MFMwaFVpYXNRTkpKQjVMVkp4cVVJT1pfR2duRG5CczJSODZUUUFtWi16ZjhBMWd4dlhQczZUVEFGUHpIcVVMOEtaek1JWQ\u0026q=https%3A%2F%2Fdbourke.link%2Fnewsletter","target":"TARGET_NEW_WINDOW","nofollow":true}}},{"text":"\nSupport on Patreon 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| 2026-01-13T08:48:29 |
https://docs.devcycle.com/platform/extras/feature-opt-in/ | Feature Opt-In | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up Home Getting Started Essentials DevCycle Overview Key Features System Architecture Feature Hierarchy Feature Types Platform Feature Flags Experimentation Account Management Security and Guardrails Testing and QA Extras Custom Domains Feature Opt-In Self-Hosted Feature Flags with DevCycle Webhooks Examples Platform Extras Feature Opt-In On this page Feature Opt-In Feature Opt-In provides the ability to make any feature released via DevCycle have a self-serve way to enable it for end users. This all happens through a simple iFrame that can be implemented on your website, that is powered by DevCycle. This means that if you are looking to run a beta program, but don't want to manually manage access to beta features you can just add them to the Feature Opt-In widget and your users can toggle them on or off as they wish. Feature Opt-In isn't limited to beta program management though, it can be leveraged to give your users power to customize their experience without needing to build your own way of managing user preferences. In this way Feature Opt-In could be used for individual preference management, giving QA teams a debugging dashboard where they could override features and much more. If you have an idea for this widget but don't know how to execute it, just reach out to [email protected] and we'd be happy to help you figure out the best path forward. Implementation Feature Opt-in allows end users of your product to opt-in to a list of eligible features through a pre-built widget that can be implemented in your app and website with one line of code. Your team has the ability to customize the look & feel of this widget to your company's colour profile and logo. This article explains how to implement our Feature Opt-in functionality on your app or website. Requirements To get started with the Feature Opt-In functionality all you need are running features in DevCycle and a page that you can install the iFrame into. Getting Started The Feature Opt-In functionality can be turned on from the Organization Settings page. Once in your Organization Settings, navigate to the "Feature Opt-In" page: Feature Opt-In is first enabled at the project level. It needs to be enabled manually because it leverages EdgeDB to manage a user's opt-in state. This means that enabling Feature Opt-In on a project can impact billing for your account. For more information on EdgeDB pricing visit our pricing page . To enable Feature Opt-In select the desired project and toggle to "Opt-In Enabled". From here, you can customize the heading, colours, logo, and descriptive text of the Feature Opt-In widget. Under the customization settings, there is a preview of the Opt-In widget where you can preview what the widget will look like based on the settings you choose. Below the customization options and styling preview is the iFrame code snippet and a tool to test the widget with different user IDs. Select the environment you would like to test or implement in the dropdown and insert any user ID to validate what the widget will look like for a given user by clicking "Open Preview". This code snippet is initially presented in simple HTML format, but React and Angular alternatives are available via the "Frontend framework" dropdown above the code snippet. The two most important parts of the iFrame code are the environment key and user ID. Make sure that you are setting the right key for the environment the widget will be displayed in, and ensure you always pass the relevant user ID for the user that is interacting with the widget. Custom Widget Some users prefer to create a custom Opt-In widget, connected to our Management API . To ensure that a user's experience is adjusted in realtime to reflect the opt-in or opt-out of a feature, trigger the following code once the opt-in state has been successfully sent to the API. window.postMessage({ type: "DVC.optIn.saved" }, "*") Select Features to be Eligible for Feature Opt-In To make sure only the right features are added to the Feature Opt-In widget you need to explicitly enable Opt-In on each feature that you want to show up in the widget. Make a specific feature eligible for Opt-in by enabling Feature Opt-In under the feature's settings section. Targeting After enabling a feature for Opt-In a special Opt In targeting rule will now appear in each environment. To make sure everything is set up correctly, you will be presented with a modal to select which variations a user should receive given they toggle a feature on in the Opt-In widget for each environment. Once you dismiss the modal you can scroll up to see the new targeting rules at the top of each environment. This special targeting rule allows teams to be explicit about what happens when a user enables a feature for themselves. It also allows you to set overrides if you would like, based on the priority order of targeting rules and where the Opt-In rule sits. When Opt-In is enabled for a feature the special targeting rules cannot be deleted, to remove the Opt-In targeting rules you must disable Opt-In entirely for the feature. This will automatically remove all of the special targeting rules. If you disable Feature Opt-In at the project-level before you disable it at the feature level the special targeting rules will remain on each feature, but they will now be able to be deleted. It is also important to note that while the rules still exist they are no longer serving anything to users because Feature Opt-In has been disabled. Updating Features After a User Toggle The Feature Opt-In widget comes built-in with an automatic re-fetch of feature configurations. If you implement the widget onto a website that already has the DevCycle JS SDK installed, when a user toggles a feature and hits save on the widget the SDK will automatically check to see if new feature configurations apply. This means that users will not have to refresh the page to see an update if your website is built to handle dynamic changes, such as by listening to the variable onUpdate callback that is available. Edit this page Last updated on Jan 9, 2026 Previous Custom Domains Next Self-Hosted Feature Flags with DevCycle Requirements Getting Started Custom Widget Select Features to be Eligible for Feature Opt-In Targeting Updating Features After a User Toggle DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:29 |
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https://developer.mozilla.org/en-US/docs/Web/API/SharedWorkerGlobalScope | SharedWorkerGlobalScope - Web APIs | MDN Skip to main content Skip to search MDN HTML HTML: Markup language HTML reference Elements Global attributes Attributes See all… HTML guides Responsive images HTML cheatsheet Date & time formats See all… Markup languages SVG MathML XML CSS CSS: Styling language CSS reference Properties Selectors At-rules Values See all… CSS guides Box model Animations Flexbox Colors See all… Layout cookbook Column layouts Centering an element Card component See all… JavaScript JS JavaScript: Scripting language JS reference Standard built-in objects Expressions & operators Statements & declarations Functions See all… JS guides Control flow & error handing Loops and iteration Working with objects Using classes See all… Web APIs Web APIs: Programming interfaces Web API reference File system API Fetch API Geolocation API HTML DOM API Push API Service worker API See all… Web API guides Using the Web animation API Using the Fetch API Working with the History API Using the Web speech API Using web workers All All web technology Technologies Accessibility HTTP URI Web extensions WebAssembly WebDriver See all… Topics Media Performance Privacy Security Progressive web apps Learn Learn web development Frontend developer course Getting started modules Core modules MDN Curriculum Learn HTML Structuring content with HTML module Learn CSS CSS styling basics module CSS layout module Learn JavaScript Dynamic scripting with JavaScript module Tools Discover our tools Playground HTTP Observatory Border-image generator Border-radius generator Box-shadow generator Color format converter Color mixer Shape generator About Get to know MDN better About MDN Advertise with us Community MDN on GitHub Blog Toggle sidebar Web Web APIs SharedWorkerGlobalScope Theme OS default Light Dark English (US) Remember language Learn more Deutsch English (US) 日本語 SharedWorkerGlobalScope Limited availability This feature is not Baseline because it does not work in some of the most widely-used browsers. Learn more See full compatibility Report feedback The SharedWorkerGlobalScope object (the SharedWorker global scope) is accessible through the self keyword. Some additional global functions, namespaces objects, and constructors, not typically associated with the worker global scope, but available on it, are listed in the JavaScript Reference . See the complete list of functions available to workers . EventTarget WorkerGlobalScope SharedWorkerGlobalScope In this article Instance properties Instance methods Events Specifications Browser compatibility See also Instance properties This interface inherits properties from the WorkerGlobalScope interface, and its parent EventTarget . SharedWorkerGlobalScope.name Read only The name that the SharedWorker was (optionally) given when it was created using the SharedWorker() constructor. This is mainly useful for debugging purposes. Instance methods This interface inherits methods from the WorkerGlobalScope interface, and its parent EventTarget . SharedWorkerGlobalScope.close() Discards any tasks queued in the SharedWorkerGlobalScope 's event loop, effectively closing this particular scope. Events Listen to this event using addEventListener() or by assigning an event listener to the oneventname property of this interface. connect Fired on shared workers when a new client connects. Specifications Specification HTML # shared-workers-and-the-sharedworkerglobalscope-interface Browser compatibility Enable JavaScript to view this browser compatibility table. See also SharedWorker WorkerGlobalScope Using Web workers Functions available to workers Help improve MDN Was this page helpful to you? Yes No Learn how to contribute This page was last modified on Dec 3, 2023 by MDN contributors . View this page on GitHub • Report a problem with this content Filter sidebar Web Workers API SharedWorkerGlobalScope Instance properties name Instance methods close() Events connect Inheritance WorkerGlobalScope EventTarget Related pages for Web Workers API DedicatedWorkerGlobalScope SharedWorker Worker WorkerGlobalScope WorkerLocation WorkerNavigator Guides Using Web Workers Functions and classes available to Web Workers The structured clone algorithm Transferable objects Your blueprint for a better internet. MDN About Blog Mozilla careers Advertise with us MDN Plus Product help Contribute MDN Community Community resources Writing guidelines MDN Discord MDN on GitHub Developers Web technologies Learn web development Guides Tutorials Glossary Hacks blog Website Privacy Notice Telemetry Settings Legal Community Participation Guidelines Visit Mozilla Corporation’s not-for-profit parent, the Mozilla Foundation . Portions of this content are ©1998–2026 by individual mozilla.org contributors. Content available under a Creative Commons license . | 2026-01-13T08:48:29 |
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https://www.lucaspaganini.com/academy/angular-control-value-accessor-custom-form-components | Control Value Accessor: Custom Form Components in Angular | Academy | Lucas Paganini Lucas Paganini Academy Newsletter Contact Open the menu Change the language English Português Control Value Accessor: Custom Form Components in Angular Custom components controlled by a FormControl Menu Table of Contents Native Inputs and FormControls Control Value Accessor Providing the NG_VALUE_ACCESSOR Conclusion References Angular allows us to control form inputs using the FormsModule or the ReactiveFormsModule . With them, you can bind a FormControl to your input and control its value. <input type="text" [(ngModel)]="name" /> <input type="text" [formControl]="nameControl" /> HTML < input type = " text " [(ngModel)] = " name " /> < input type = " text " [formControl] = " nameControl " /> But what if you create your own custom component? Like a datepicker, a star rating, or a regex input. Can you bind a FormControl to it? <app-datepicker [(ngModel)]="date"></app-datepicker> <app-datepicker [formControl]="dateControl"></app-datepicker> <app-stars [(ngModel)]="stars"></app-stars> <app-stars [formControl]="starsControl"></app-stars> <app-regex [(ngModel)]="regex"></app-regex> <app-regex [formControl]="regexControl"></app-regex> HTML < app-datepicker [(ngModel)] = " date " > </ app-datepicker > < app-datepicker [formControl] = " dateControl " > </ app-datepicker > < app-stars [(ngModel)] = " stars " > </ app-stars > < app-stars [formControl] = " starsControl " > </ app-stars > < app-regex [(ngModel)] = " regex " > </ app-regex > < app-regex [formControl] = " regexControl " > </ app-regex > Link Native Inputs and FormControls Your first guess may have been to add an @Input() in your component to receive the formControl . That would work, but not when using formControlName or [(ngModel)] . What we really want is to reuse the same logic that Angular uses for binding FormControl s to native input elements. If you look at the FormsModule source code , you'll see directives for the native input elements implementing an interface called ControlValueAccessor . This interface is what allows the FormControl to connect to the component. Link Control Value Accessor Let's create a simple date input component to test this out. Our component needs to implement the ControlValueAccessor interface. @Component({ selector: 'app-date-input', ... }) export class DateInputComponent implements ControlValueAccessor { public readonly dayControl = new FormControl(); public readonly monthControl = new FormControl(); public readonly yearControl = new FormControl(); } TypeScript @ Component ( { selector : 'app-date-input' , ... } ) export class DateInputComponent implements ControlValueAccessor { public readonly dayControl = new FormControl ( ) ; public readonly monthControl = new FormControl ( ) ; public readonly yearControl = new FormControl ( ) ; } This interface defines 4 methods: writeValue(value: T | null): void registerOnChange(onChange: (value: T | null) => void): void registerOnTouched(onTouched: () => void) setDisabledState(isDisabled: boolean): void registerOnChange receives a callback function that you need to call when the value changes. Similarly, registerOnTouched receives a callback function that you need to call when the input is touched. private _onChange = (value: Date | null) => undefined; public registerOnChange(fn: (value: Date | null) => void): void { this._onChange = fn; } private _onTouched = () => undefined; public registerOnTouched(fn: () => void): void { this._onTouched = fn; } public ngOnInit(): void { combineLatest([ this.dayControl.valueChanges, this.monthControl.valueChanges, this.yearControl.valueChanges, ]).subscribe(([day, month, year]) => { const fieldsAreValid = this.yearControl.valid && this.monthControl.valid && this.dayControl.valid; const value = fieldsAreValid ? new Date(year, month - 1, day) : null; this._onChange(value); this._onTouched(); }); } TypeScript private _onChange = ( value : Date | null ) => undefined ; public registerOnChange ( fn : ( value : Date | null ) => void ) : void { this . _onChange = fn ; } private _onTouched = ( ) => undefined ; public registerOnTouched ( fn : ( ) => void ) : void { this . _onTouched = fn ; } public ngOnInit ( ) : void { combineLatest ( [ this . dayControl . valueChanges , this . monthControl . valueChanges , this . yearControl . valueChanges , ] ) . subscribe ( ( [ day , month , year ] ) => { const fieldsAreValid = this . yearControl . valid && this . monthControl . valid && this . dayControl . valid ; const value = fieldsAreValid ? new Date ( year , month - 1 , day ) : null ; this . _onChange ( value ) ; this . _onTouched ( ) ; } ) ; } writeValue is called when the FormControl value is changed programmatically, like when you call FormControl.setValue(x) . It can receive anything, but if you're using it correctly, it should only receive T ( T = Date in our case) or null . public writeValue(value: Date | null): void { value = value ?? new Date(); const day = value.getDate(); const month = value.getMonth() + 1; const year = value.getFullYear(); this.dayControl.setValue(day); this.monthControl.setValue(month); this.yearControl.setValue(year); } TypeScript public writeValue ( value : Date | null ) : void { value = value ?? new Date ( ) ; const day = value . getDate ( ) ; const month = value . getMonth ( ) + 1 ; const year = value . getFullYear ( ) ; this . dayControl . setValue ( day ) ; this . monthControl . setValue ( month ) ; this . yearControl . setValue ( year ) ; } The last method is optional. setDisabledState() is called when the FormControl status changes to or from the disabled state. This method receives a single argument indicating if the new state is disabled. If it was disabled, and now it's enabled, it's called with false . If it was enabled, and now it's disabled, it's called with true . public setDisabledState(isDisabled: boolean): void { if (isDisabled) { this.dayControl.disable(); this.monthControl.disable(); this.yearControl.disable(); } else { this.dayControl.enable(); this.monthControl.enable(); this.yearControl.enable(); } } TypeScript public setDisabledState ( isDisabled : boolean ) : void { if ( isDisabled ) { this . dayControl . disable ( ) ; this . monthControl . disable ( ) ; this . yearControl . disable ( ) ; } else { this . dayControl . enable ( ) ; this . monthControl . enable ( ) ; this . yearControl . enable ( ) ; } } Link Providing the NG_VALUE_ACCESSOR The last step to make this work is to tell Angular that our component is ready to connect to FormControl s. All classes that implement the ControlValueAccessor interface are provided through the NG_VALUE_ACCESSOR token. Angular uses this token to grab the ControlValueAccessor and connect the FormControl to it. So, we'll provide our component in this token and Angular will use it to connect to the FormControl . By the way, since we're providing our component before its declaration, we'll need to use Angular's forwardRef() function to make this work. @Component({ providers: [ { provide: NG_VALUE_ACCESSOR, useExisting: forwardRef(() => DateInputComponent), multi: true, }, ], ... }) export class DateInputComponent implements ControlValueAccessor { ... } TypeScript @ Component ( { providers : [ { provide : NG_VALUE_ACCESSOR , useExisting : forwardRef ( ( ) => DateInputComponent ) , multi : true , } , ] , ... } ) export class DateInputComponent implements ControlValueAccessor { ... } Link Conclusion Everything should be working now. You can play with the code in this repository . There's another thing I'd like to do with our custom date input: I want it to validate the inputs. February 31 is not a valid date, and we shouldn't be accepting that. Also, I only want to accept business days. For that, we'll need a synchronous validation to see if it's a weekday and an asynchronous validation to consult an API and see if it's not a holiday. We'll do that in another article. Have a great day, and I'll see you soon! Link References Repository GitHub Join our Newsletter and be the first to know when I launch a course, post a video or write an article. Name This field is required Email This field is required Join Lucas Paganini Youtube Instagram Twitter Academy Newsletter Contact © 2019-2025 Lucas Paganini. All rights reserved. | 2026-01-13T08:48:29 |
https://docs.devcycle.com/platform/extras/feature-opt-in/ | Feature Opt-In | DevCycle Docs Skip to main content Home SDKs APIs Management API Bucketing API Integrations CLI / MCP Best Practices Community Blog Discord Search Sign Up Home Getting Started Essentials DevCycle Overview Key Features System Architecture Feature Hierarchy Feature Types Platform Feature Flags Experimentation Account Management Security and Guardrails Testing and QA Extras Custom Domains Feature Opt-In Self-Hosted Feature Flags with DevCycle Webhooks Examples Platform Extras Feature Opt-In On this page Feature Opt-In Feature Opt-In provides the ability to make any feature released via DevCycle have a self-serve way to enable it for end users. This all happens through a simple iFrame that can be implemented on your website, that is powered by DevCycle. This means that if you are looking to run a beta program, but don't want to manually manage access to beta features you can just add them to the Feature Opt-In widget and your users can toggle them on or off as they wish. Feature Opt-In isn't limited to beta program management though, it can be leveraged to give your users power to customize their experience without needing to build your own way of managing user preferences. In this way Feature Opt-In could be used for individual preference management, giving QA teams a debugging dashboard where they could override features and much more. If you have an idea for this widget but don't know how to execute it, just reach out to [email protected] and we'd be happy to help you figure out the best path forward. Implementation Feature Opt-in allows end users of your product to opt-in to a list of eligible features through a pre-built widget that can be implemented in your app and website with one line of code. Your team has the ability to customize the look & feel of this widget to your company's colour profile and logo. This article explains how to implement our Feature Opt-in functionality on your app or website. Requirements To get started with the Feature Opt-In functionality all you need are running features in DevCycle and a page that you can install the iFrame into. Getting Started The Feature Opt-In functionality can be turned on from the Organization Settings page. Once in your Organization Settings, navigate to the "Feature Opt-In" page: Feature Opt-In is first enabled at the project level. It needs to be enabled manually because it leverages EdgeDB to manage a user's opt-in state. This means that enabling Feature Opt-In on a project can impact billing for your account. For more information on EdgeDB pricing visit our pricing page . To enable Feature Opt-In select the desired project and toggle to "Opt-In Enabled". From here, you can customize the heading, colours, logo, and descriptive text of the Feature Opt-In widget. Under the customization settings, there is a preview of the Opt-In widget where you can preview what the widget will look like based on the settings you choose. Below the customization options and styling preview is the iFrame code snippet and a tool to test the widget with different user IDs. Select the environment you would like to test or implement in the dropdown and insert any user ID to validate what the widget will look like for a given user by clicking "Open Preview". This code snippet is initially presented in simple HTML format, but React and Angular alternatives are available via the "Frontend framework" dropdown above the code snippet. The two most important parts of the iFrame code are the environment key and user ID. Make sure that you are setting the right key for the environment the widget will be displayed in, and ensure you always pass the relevant user ID for the user that is interacting with the widget. Custom Widget Some users prefer to create a custom Opt-In widget, connected to our Management API . To ensure that a user's experience is adjusted in realtime to reflect the opt-in or opt-out of a feature, trigger the following code once the opt-in state has been successfully sent to the API. window.postMessage({ type: "DVC.optIn.saved" }, "*") Select Features to be Eligible for Feature Opt-In To make sure only the right features are added to the Feature Opt-In widget you need to explicitly enable Opt-In on each feature that you want to show up in the widget. Make a specific feature eligible for Opt-in by enabling Feature Opt-In under the feature's settings section. Targeting After enabling a feature for Opt-In a special Opt In targeting rule will now appear in each environment. To make sure everything is set up correctly, you will be presented with a modal to select which variations a user should receive given they toggle a feature on in the Opt-In widget for each environment. Once you dismiss the modal you can scroll up to see the new targeting rules at the top of each environment. This special targeting rule allows teams to be explicit about what happens when a user enables a feature for themselves. It also allows you to set overrides if you would like, based on the priority order of targeting rules and where the Opt-In rule sits. When Opt-In is enabled for a feature the special targeting rules cannot be deleted, to remove the Opt-In targeting rules you must disable Opt-In entirely for the feature. This will automatically remove all of the special targeting rules. If you disable Feature Opt-In at the project-level before you disable it at the feature level the special targeting rules will remain on each feature, but they will now be able to be deleted. It is also important to note that while the rules still exist they are no longer serving anything to users because Feature Opt-In has been disabled. Updating Features After a User Toggle The Feature Opt-In widget comes built-in with an automatic re-fetch of feature configurations. If you implement the widget onto a website that already has the DevCycle JS SDK installed, when a user toggles a feature and hits save on the widget the SDK will automatically check to see if new feature configurations apply. This means that users will not have to refresh the page to see an update if your website is built to handle dynamic changes, such as by listening to the variable onUpdate callback that is available. Edit this page Last updated on Jan 9, 2026 Previous Custom Domains Next Self-Hosted Feature Flags with DevCycle Requirements Getting Started Custom Widget Select Features to be Eligible for Feature Opt-In Targeting Updating Features After a User Toggle DevCycle Dashboard Blog Privacy Policy Twitter Discord GitHub Copyright © 2026 DevCycle. All rights reserved. | 2026-01-13T08:48:29 |
https://opensource.org/ai/timeline | OSAID Timeline – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Source AI Open Source AI OSAID 1.0 Process Timeline Open Weights FAQ Endorsements Open Main Menu THE open source ai definition 1.0 We have released the first stable version of the Definition. Read version 1.0 Deep Dive: AI Podcasts 2022 Welcome to Deep Dive: AI (Stefano Maffulli – July, 2022) Copyright, selfie monkeys, the hand of God (Pamela Chestek – Aug 16, 2022) Solving for AI’s black box problem (Alek Tarkowski – Aug 23, 2022) When hackers take on AI: Sci-fi – or the future? (Connor Leahy – Aug 30, 2022) Building creative restrictions to curb AI abuse (David Gray Widder – Sep 6, 2022) Why Debian won’t distribute AI models any time soon (Mo Zhou – Sep 13, 2022) How to secure AI systems (Bruce Draper – Feb 9, 2023) Deep Dive: AI Panels 2022 Exploring the business side of AI (Astor Nummelin Carlberg, David Kanter, Sal Kimmich, Stella Biderman, Alek Tarkowski – October 11, 2022) Exploring the society side of AI (Kat Walsh, Luis Villa, Carlos Muñoz Ferrandis, Kit Walsh – October 13, 2022) Exploring the legal side of AI (Pamela Chestek, Jennifer Lee, Danish Contractor, Adrin Jalali – October 18, 2022) Exploring the academia side of AI (Chris Albon, Ibrahim Haddad, Mark Surman, Amy Heineike – October 20, 2022) Deep Dive: AI Webinars 2023 Deep Dive: AI Webinar Series (September, 2023) The Turing Way Fireside Chat: Who is building Open Source AI? (Jennifer Ding, Arielle Bennett, Anne Steele, Kirstie Whitaker, Marzieh Fadaee, Abinaya Mahendiran, David Gray Widder, Mophat Okinyi) Operationalising the SAFE-D principles for Open Source AI (Kirstie Whitaker, David Leslie, Victoria Kwan) Commons-based data governance (Alek Tarkowski, Zuzanna Warso) Preempting the Risks of Generative AI: Responsible Best Practices for Open-Source AI Initiatives (Monica Lopez) Data privacy in AI (Michael Meehan) Perspectives on Open Source Regulation in the upcoming EU AI Act (Katharina Koerner) Data Cooperatives and Open Source AI (Tarunima Prabhakar, Siddharth Manohar) Fairness & Responsibility in LLM-based Recommendation Systems: Ensuring Ethical Use of AI Technology (Rohan Singh Rajput) Challenges welcoming AI in openly-developed open source projects (Thierry Carrez, Davanum Srinivas, Diane Mueller) Opening up ChatGPT: a case study in operationalizing openness in AI (Andreas Liesenfeld, Mark Dingemanse) Open source AI between enablement, transparency and reproducibility (Ivo Emanuilov, Jutta Suksi) Federated Learning: A Paradigm Shift for Secure and Private Data Analysis (Dimitris Stripelis) Should OpenRAIL licenses be considered OS AI Licenses? (Daniel McDuff, Danish Contractor, Luis Villa, Jenny Lee) Copyright — Right Answer for Open Source Code, Wrong Answer for Open Source AI? (McCoy Smith) Should we use open source licenses for ML/AI models? (Mary Hardy) Covering your bases with IP Indemnity (Justin Dorfman, Tammy Zhu, Samantha Mandell) The Ideology of FOSS and AI: What “Open” means to platforms and black box systems (Mike Nolan) OSAID Conferences and Meetings 2023/2024 June, 2023 First OSAID Meeting (Jun. 2023 – San Francisco) Towards a definition of “Open Artificial Intelligence” (OSI Board members, Mozilla Foundation, Creative Commons, Wikimedia Foundation, Internet Archive, Linux Foundation Europe, OSS Capital ) July, 2023 FOSSY (Jul. 13-15, 2023 – Portland) Workshop – Defining Open Source AI (Stefano Maffulli) Campus Party Brazil (Jul. 25-29, 2023 – Sao Paulo) The future of Artificial Intelligence: Sovereignty and Privacy with Open Source (Nick Vidal, Aline Deparis) Open Source Congress (Jul. 27-28, 2023 – Geneva) Panel: Does AI Change Everything? What is Open? Liability, Ethics, Values? (Stefano Maffulli, Joanna Lee, Satya Mallick, Mohamed Nanabhay, Ibrahim Haddad) Defining “Open” AI/ML (Stefano Maffulli) September, 2023 Open Source Summit Europe (Sept. 19-21, 2023 – Bilbao) Panel Discussion: Why Open Source AI Matters: The EU Community & Policy Perspective (Justin Colannino; Astor Nummelin Carlberg; Ibrahim Haddad; Sachiko Muto; Stefano Maffulli) Interview: The New Stack (Stefano Maffulli, Alex Williams) Interview: TFiR (Stefano Maffulli, Swapnil Bhartiya) Nerdearla (Sept. 26-30, 2023 – Buenos Aires) Celebrating 25 years of Open Source (Nick Vidal) October, 2023 All Things Open (Oct. 15-17, 2023 – Raleigh) Workshop: Open Source AI definition: preview, feedback and working session (Mer Joyce, Stefano Maffulli) Latinoware (Oct. 18-20 – Foz do Iguacu) The future of Artificial Intelligence: Sovereignty and Privacy with Open Source (Nick Vidal, Aline Deparis) Linux Foundation Member Summit (Oct. 24-26, 2023 – Monterey) Workshop: Define “Open AI” (Stefano Maffulli, Mer Joyce) Why Open Source AI Matters: The Community & Policy Perspective (Mary Hardy, Stefano Maffulli, Mike Linksvayer, Katharina Koerner) November, 2023 DPGA Member Meeting (Nov. 14, 2023 – Addis Ababa) Workshop: Define “Open AI” (Stefano Maffulli, Nicole Martinelli) December, 2023 AI.dev (Dec. 12-13, 2023 – San Francisco) Panel Discussion: Why a Universal Definition of ‘Open Source AI’ is Essential for Humanity (Roman Shaposhnik, Tanya Dadasheva, Nithya Ruff, Sal Kimmich) Workshop: Define “Open AI” (Mer Joyce, Ruth Suehle) February, 2024 FOSDEM (Feb. 3-4, 2024 – Brussels) Moving a step closer to defining Open Source AI (Stefano Maffulli) Columbia Convening on openness and AI (Feb. 29, 2024 – New York) April, 2024 Open Source Summit – North America (April 16, 2024 – Seattle) The Open Source AI dilemma: Crafting a clear definition for Open Source AI (Mer Joyce, Ofer Hermoni) LLW Gothenburg (April 16, 2024 – Gothenburg) May, 2024 PyCon (May 15 -17, 2024 – Pittsburgh) OSI Workshop: Open Source AI Definition (Mer Joyce, Stefano Maffulli) CPDP-ai (May 22-24, 2024 – Brussels) Challenges and Opportunities of Open-Source Artificial Intelligence (Stefano Maffulli, Felicity Reddel, Igancio Sanchez, Michel-Marie Maudet, Achim Klabunde) June, 2024 OW2conf (June 11-12, 2024 – Paris) How we’re getting the Open Source AI Definition (Stefano Maffulli) OpenExpo Europe (June 13, 2024 – Spain) Skynet no será Open Source (Ariel Jolo) AI_Dev Europe (June 19-20, 2024 – Paris) The Open Source AI dilemma: Crafting a clear definition for Open Source AI (Ofer Hermoni) July, 2024 OSPOs for Good (July 9-10, 2024 – New York) Open Source and AI Panel (Ashley Kramer, Craig Ramlal, Mehdi Snene, Sasha Luccioni, Sergio Gaggo Huerta, Stefano Maffulli) What’s Next for Open Source (July 11, 2024 – New York) Open-Source AI: What Is It, Why Does It Matter, and How to Ensure Responsible Openness – Moderated by Mer Joyce, Do Big Good & Lea Gimpel, Digital Public Goods Alliance (DPGA) Sustain Africa (July 15, 2024 – Online) August, 2024 KubeCon + AI_dev Hong Kong (Aug. 21-23, 2024 – Hong Kong) Unveiling the Future: Nurturing Openness in AI Development (Mer Joyce, Anni Lai) Open Source Congress (Aug. 25-27, 2024 – Beijing) Datasets, Privacy, and Copyright (Stefano Maffulli, Donnie Dong) The Open Source AI Definition (Stefano Maffulli) September, 2024 Deep Learning Indaba (Sept. 1-7, 2024 – Dakar) Open Source AI Definition (Rahmat Akintola) India FOSS (Sept. 7-8, 2024 – Bengaluru) Open Source AI Definition (Tarunima Prabhakar) Open Source Summit Europe (Sept. 16-18 , 2024 – Vienna) The Open Source AI Definition Is (Almost) Ready (Stefano Maffulli, Justin Colannino) Why Open Source AI Matters for Europe (Justin Colannino, Sachiko Muto, Stefano Maffulli, Cailean Osborne) Nerdearla (Sept. 24-28, 2024 – Buenos Aires) Defining Open Source AI (Mer Joyce) October, 2024 Open Forum for AI (Oct. 4, 2024 – Washington DC) Open Source AI Definition (Deb Bryant) Training Data in OSAI (Oct. 10-11, 2024 – Paris) Workshop (Ignatius Ezeani, Masayuki Hatta, Aviya Skowron, Stefano Zacchiroli, Ricardo Torres, Kristina Podnar, Joana Varon, Renata Avila, Alek Tarkowski, Maximilian Gantz, Stefaan Verhulst, Paul Keller, Thom Vaughn, Julie Hunter, Deshni Govender, Ramya Chandrasekhar, Anna Tumadóttir, Stefano Maffulli) Open Community Experience (Oct. 22-24, 2024 – Mainz) Listening, Learning, Leading: The road to the Open Source AI Definition (Stefano Maffulli) Open Source AI and the EU AI Act (Enzo Ribagnac, Gaël Blondelle, Ansgar Lindwedel) All Things Open (Oct 27-29, 2024 – Raleigh) Co-designing the Open Source AI Definition (Stefano Maffulli, Mer Joyce) Open Source AI Definition Stable Release Presentation (Stefano Maffulli, Mer Joyce) November, 2024 SFSCON (Nov. 8-9, 2024 – Bolzano) Open Source in EU policy (Jordan Maris) Digital Public Goods Alliance Annual Members Meeting (Nov. 13-15, 2024 – Singapore) 3rd UNESCO World OER Congress (Nov. 19-20, 2024 – Dubai) Open Source AI Definition 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The Journey to a Definition (Simon Phipps) Co-Design Town Halls 2024 January, 2024 Jan 12, 2024 – Townhall Jan 26, 2024 – Townhall February, 2024 Feb 9, 2024 – Townhall Feb 23, 2024 – Townhall March, 2024 March 8, 2024 – Townhall March 22, 2024 – Townhall April, 2024 April 5, 2024 – OSAID Townhall April 19, 2024 – OSAID Townhall May, 2024 May 3, 2024 – OSAID Townhall May 31, 2024 – OSAID Townhall June, 2024 June 14, 2024 – OSAID Townhall June 28, 2024 – OSAID Townhall July, 2024 July 15, 2024 – OSCA Community Webinar July 26, 2024 – OSAID Townhall August, 2024 August 23, 2024 – OSAID Townhall September, 2024 September 6, 2024 – OSAID Townhall September 13, 2024 – OSAID Townhall September 20, 2024 – OSAID Townhall September 27, 2024 – OSAID Townhall October, 2024 October 4, 2024 – OSAID Townhall October 11, 2024 – OSAID Townhall October 18, 2024 – OSAID Townhall Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . 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https://opensource.org/osr | Open Standards Requirement for Software – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu Home Open Standards Requirement for Software Open Standards Requirement for Software Page created on July 24, 2006 | Last modified on July 24, 2006 The Requirement An “open standard” must not prohibit conforming implementations in open source software. The Criteria To comply with the Open Standards Requirement, an “open standard” must satisfy the following criteria. If an “open standard” does not meet these criteria, it will be discriminating against open source developers. No Intentional Secrets: The standard MUST NOT withhold any detail necessary for interoperable implementation. As flaws are inevitable, the standard MUST define a process for fixing flaws identified during implementation and interoperability testing and to incorporate said changes into a revised version or superseding version of the standard to be released under terms that do not violate the OSR. Availability: The standard MUST be freely and publicly available (e.g., from a stable web site) under royalty-free terms at reasonable and non-discriminatory cost. Patents: All patents essential to implementation of the standard MUST: be licensed under royalty-free terms for unrestricted use, or be covered by a promise of non-assertion when practiced by open source software No Agreements: There MUST NOT be any requirement for execution of a license agreement, NDA, grant, click-through, or any other form of paperwork to deploy conforming implementations of the standard. No OSR-Incompatible Dependencies: Implementation of the standard MUST NOT require any other technology that fails to meet the criteria of this Requirement. Posted July 24, 2006 Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . Opensource.org is not the author of any of the licenses reproduced on this site. Questions about the copyright in a license should be directed to the license steward. Read our Privacy Policy Proudly powered by WordPress. Hosted by Pressable. Manage Cookie Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences {title} {title} {title} Manage consent | 2026-01-13T08:48:29 |
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https://opensource.org/blog | Blog – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu News Open Policy Alliance Welcomes the Open Source Technology Improvement Fund as New Member The Open Source Initiative (OSI) is pleased to welcome the Open Source Technology Improvement Fund (OSTIF) to the Open Policy Alliance. OSTIF is a nonprofit dedicated to securing Open Source apps. January 8, 2026 by Katie Steen-James Recent Posts Top Open Source licenses in 2025 Top Open Source licenses in 2025 The top 20 OSI-Approved licenses most frequently sought out by our community in 2025 based on number of pageviews. December 17, 2025 Celebrating Generosity and Growth in the OSI Community Celebrating Generosity and Growth in the OSI Community Members Newsletter – December 2025 As we reach the final weeks of the year, I find myself reflecting on a season that invites both gratitude and giving, two values that feel especially resonant for our community. Serving as Interim Executive Director these past months has only deepened my appreciation for the people who make Open Source possible. December 12, 2025 Open Source Without Borders: Reflections from COSCon’25 Open Source Without Borders: Reflections from COSCon’25 Witnessing China’s Deepseek moment firsthand and learning about Kaiyuanshe’s dedication for over a decade building and championing China’s Open Source community with such vision and commitment is truly inspiring. December 10, 2025 DPGA’s Annual Members Meeting: Advancing Open Source & DPGs for the Public Good DPGA’s Annual Members Meeting: Advancing Open Source & DPGs for the Public Good The DPGA’s Annual Members Meeting highlighted several priorities that resonate strongly with OSI’s mission, including promoting Open Source software, advancing public-interest AI, and strengthening global collaboration. December 6, 2025 Patents and Open Source: Understanding the Risks and Available Solutions Patents and Open Source: Understanding the Risks and Available Solutions The Open Source community has spent two decades building the scaffolding to make patent threats rare and containable. Developers who understand that landscape can focus on what they do best: innovating in the open, confident that the legal ground beneath them is far more stable than any patent myths suggest. December 4, 2025 OFA Symposium 2025 and the Launch of the Open Technology Research Network (OTRN) OFA Symposium 2025 and the Launch of the Open Technology Research Network (OTRN) The OpenForum Academy Symposium 2025 organized by OpenForum Europe (OFE) brought together researchers, policymakers, practitioners, and open technology leaders for two days of deep inquiry into how open technologies shape our economies, infrastructures, and societies. December 3, 2025 Open Source: A global commons to enable digital sovereignty Open Source: A global commons to enable digital sovereignty In a world increasingly run by software, countries around the world are waking up to their dependency on foreign services and products. Geopolitical shifts drive digital sovereignty to the top of the political agenda in Europe and other regions. How can we ensure that regulations protecting our citizens actually apply? How do we guarantee continuity of operations in a potentially fragmenting world? How do we ensure access to critical services is not held hostage in future international trade negotiations? November 24, 2025 Open letter: Harnessing open source AI to advance digital sovereignty Open letter: Harnessing open source AI to advance digital sovereignty Europe is at a crossroads. The Summit on European Digital Sovereignty marks an important milestone for the EU and its member states in aligning on a shared strategy for achieving real and lasting European digital sovereignty. As the EU pursues the goal of digital sovereignty, we urge you to harness open source — that is, technology that is free to use, inspect, adapt, and share — as a key enabler of this strategy. November 20, 2025 Sustaining Open Source: The Next 25 Years Depend on What We Do Together Now Sustaining Open Source: The Next 25 Years Depend on What We Do Together Now Open source is suffering from its own success. The ecosystem that once thrived on volunteer energy now faces existential questions: How do we sustain the infrastructure that powers the modern world? The answer isn’t just money—it’s people, governance, and collaboration. We need companies to invest not only funds but also employee time, foundations to work together instead of in silos, and communities to plan for the full lifecycle of projects. The next 25 years depend on what we do together now. November 18, 2025 Must-See Recordings Now Available Must-See Recordings Now Available Members Newsletter – November 2025 October was punctuated by lots of direct connections with the community. In this month’s newsletter, we’ll highlight our experience through our annual “State of the Source” track at All Things Open; discuss our advocacy on behalf of the Open Source community through our public policy work; and share the recorded sessions from outstanding contributors to the Deep Dive: Data Governance virtual event. 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| 2026-01-13T08:48:29 |
https://opensource.org/bylaws | Bylaws – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu Home Bylaws Bylaws Page created on July 24, 2006 | Last modified on August 21, 2023 AMENDED AND RESTATED BYLAWS OF OPEN SOURCE INITIATIVE A California Nonprofit Public Benefit Corporation ARTICLE I NAME Section 1. NAME. The name of this corporation is Open Source Initiative. ARTICLE II OFFICES Section 1. PRINCIPAL OFFICE. The principal office for the transaction of the activities and affairs of the corporation (principal office) is located at 702 Marshall Street, Suite 301, Redwood City, California 94063 in San Mateo County. The board of directors may change the principal office from one location to another. Any change of location of the principal office shall be noted by the secretary on these bylaws opposite this Section, or this Section may be amended to state the new location. Section 2. OTHER OFFICES. The board may at any time establish branch or subordinate offices at any place or places where the corporation is qualified to conduct its activities. ARTICLE III PURPOSES AND LIMITATIONS Section 1. GENERAL PURPOSES. This corporation is a nonprofit public benefit corporation and is not organized for the private gain of any person. It is organized under the Nonprofit Public Benefit Corporation Law for public educational purposes. Section 2. SPECIFIC PURPOSES. Within the context of the general purposes stated above, this corporation shall: (1) educate the public about the advantages of open source software; (2) encourage the software community to participate in open source software development; (3) identify how software users’ objectives are best served through open source software; (4) persuade organizations and software authors to distribute source software freely they otherwise would not distribute; (5) provide resources for sharing information about open source software and licenses; (6) assist attorneys to craft open source licenses; (7) manage a program to allow use of one or more marks in association with open source software licenses; and (8) advocate for open source principles. Section 3. LIMITATIONS. This corporation shall not, except to an insubstantial degree, engage in any activities or exercise any powers that are not in furtherance of the purposes of this corporation, and the corporation shall not carry on any other activities not permitted to be carried on (a) by a corporation exempt from federal income tax under Section 501(c)(3) of the Internal Revenue Code of 1954 or the corresponding provision of any future Unites States internal revenue law, or (b) by a corporation, contributions to which are deductible under Section 170(c)(2) of the Internal Revenue Code of 1954 or the corresponding provision of any future United States internal revenue law. No substantial part of the activities of this corporation shall consist of carrying on propaganda, or otherwise attempting to influence legislation, and this corporation shall not participate in or intervene in (including publishing or distributing statements) any political campaign on behalf of any candidate for public office. No part of the net earnings of this corporation shall inure to the benefit of any of its directors, trustees, officers, private shareholders or members, or to individuals. On the winding up and dissolution of this corporation, after paying or adequately providing for the debts, obligations, and liabilities of the corporation, the remaining assets of this corporation shall be distributed to such organization (or organizations) organized and operated exclusively for educational purposes which has established its tax-exempt status under Section 501(c)(3) of the Internal Revenue Code of 1954 (or the corresponding provision of any future Unites States internal revenue law) and which has established its tax-exempt status under Section 23701d of the California Revenue and Taxation Code (or the corresponding provision of any future California revenue and tax law). The corporation will distribute its income for each tax year at such time and in such manner as not to become subject to the tax on undistributed income imposed by Section 4942 of the Internal Revenue Code of 1954 or corresponding provisions of any later federal tax laws. The corporation will not engage in any act of self-dealing as defined in Section 4941(d) of the Internal Revenue Code of 1954, or corresponding provisions of any later federal tax laws. The corporation will not retain any excess business holdings as defined in Section 4943(c) of the Internal Revenue Code of 1954, or corresponding provisions of any later federal tax laws. The corporation will not make any investments in such manner as to subject it to tax under Section 4944 of the Internal Revenue Code of 1954, or corresponding provisions of any later federal tax laws. The corporation will not make any taxable expenditures as defined in Section 4945(d) of the Internal Revenue Code of 1954, or corresponding provisions of any later federal tax laws. ARTICLE IV MEMBERS Section 1. MEMBERSHIP. This corporation shall have no members. ARTICLE V DIRECTORS Section 1. GENERAL CORPORATE POWERS. Subject to the provisions and limitations of the California Nonprofit Public Benefit Corporation law and any other applicable laws, the corporation’s activities and affairs shall be managed, and all corporate powers shall be exercised, by or under the direction of the board. Section 2. SPECIFIC POWERS. Without prejudice to the general powers set forth in Section 1 of this Article, but subject to the same limitations, the directors shall have the power to: Appoint and remove, at the pleasure of the board, all the corporation’s officers, agents, and employees; prescribe powers and duties for them that are consistent with law, with the articles of incorporation, and with these bylaws; and fix their compensation and require from them security for faithful performance of their duties; Change the principal office or the principal business office in California from one location to another; and cause the corporation to be qualified to conduct its activities in any other state, territory, dependency, or country and conduct its activities within or outside California; Adopt and use a corporate seal; and alter the forms of the seal and certificates; Borrow money and incur indebtedness on behalf of the corporation and cause to be executed and delivered for the corporation’s purposes, in the corporate name, promissory notes, bonds, debentures, deeds of trust, mortgages, pledges, hypothecations, and other evidences of debt and securities. Section 3. AUTHORIZED NUMBER AND QUALIFICATIONS. The board of directors shall consist of at least 5 but no more than 21 directors until changed by amendment to these bylaws. The exact number of directors shall be fixed, within those limits, by a resolution adopted by the board of directors. Any member of the board, except an employee who is serving as a member of the board, who has served six consecutive years on the board will not be eligible for election to the board until one year has passed from the last day of such member’s term. Section 4. RESTRICTION ON INTERESTED PERSONS AS DIRECTORS. No more than forty-nine percent (49%) of the persons serving on the board may be interested persons. An interested person is (a) any person compensated by the corporation for services rendered to it within the previous 12 months, whether as a full-time or part-time employee, independent contractor, or otherwise, excluding any reasonable compensation paid to a director as a director; and (b) any brother, sister, ancestor, descendant, spouse, brother-in-law, sister-in-law, son-in-law, daughter-in-law, mother-in-law, or father-in-law of such person. However, any violation of the provisions of this paragraph shall not affect the validity or enforceability of any transaction entered into by the corporation. Section 5. ELECTION, DESIGNATION, AND TERM OF OFFICE. (a) Commencing with the term starting April 1, 2015, each director shall be designated by a resolution of the board as serving either a three year term or a two year term. Except as provided below, the director shall serve until a successor has been elected by the board of directors. Thereafter, each successor director shall be elected by a majority of the board of directors. Each director, including a director elected or appointed to fill a vacancy, shall hold office until expiration of the term for which elected or appointed, and until a successor has been elected and qualified. (b) In the event of a director’s elected term having expired and two or more meetings of the Board or ninety (90) calendar days (whichever is less) having passed since the expiry of the director’s term without a new director having been elected, the term of such director shall be terminated. (c) A director may be removed from the Board at any time prior to the expiry of such director’s term for any reason by a vote of two thirds of the authorized members of the Board or if less than all of the authorized members of the Board have been elected, then a quorum of the elected Board members at two meetings of the Board, the second of which shall be more than forty five (45) days after the first Board meeting and for which a vote of a majority of the authorized members of the Board if less than all of the authorized members of the Board have been elected, then a quorum of the elected Board members at such second meeting of the Board . A director may be removed from the Board at any time prior to the expiry of such director’s term for cause as defined in a resolution of the Board by a vote of two thirds of the authorized members of the Board or if less than all of the authorized members of the Board have been elected, then a quorum of the elected Board members then elected at a single meeting of the Board. Section 6. EVENTS CAUSING VACANCY. A vacancy or vacancies on the board shall exist on the occurrence of the following: (a) the death or resignation of any director, (b) the declaration by resolution of the board of a vacancy in the office of a director who has been declared of unsound mind by an order of court or convicted of a felony, or, if the corporation holds assets in charitable trust, has been found by a final order or judgment of any court to have breached a duty arising under Section 7238 of the California Corporations Code; (c) the increase of the authorized number of directors, or (d) a removal or resignation as provided in this Article. Section 7. RESIGNATIONS. Except as provided below, any director may resign by giving written notice to the chairman of the board, if any, or to the president or the secretary of the board. The resignation shall be effective when the notice is given unless it specifies a later time for the resignation to become effective. If a director’s resignation is effective at a later time, the board may elect a successor to take office when the resignation becomes effective. Section 8. FILLING VACANCIES. Vacancies on the board may be filled by a majority of the directors then in office, whether or not less than a quorum, or by a sole remaining director. Section 9. NO VACANCY ON REDUCTION OF NUMBER OF DIRECTORS. No reduction of the authorized number of directors shall have the effect of removing any director before that director’s term of office expires. Section 10. PLACE OF DIRECTORS’ MEETINGS. Meetings of the board shall be held at any place within or outside California that has been designated by resolution of the board or in the notice of the meeting or, if not so designated, at the principal office of the corporation. Section 11. DIRECTORS’ MEETINGS BY TELEPHONE OR OTHER ELECTRONIC MEANS OF COMMUNICATION. Any meeting may be held by conference telephone or by other electronic means of communication, as long as all directors participating in the meeting can hear one another or read what each other is saying. All such directors shall be deemed to be present in person at such a meeting. Section 12. INITIAL DIRECTORS’ MEETING. The board shall hold a regular meeting for purposes of organization, election of officers, and the transaction of other business. Notice of this meeting is not required. Section 13. OTHER REGULAR MEETINGS. Other regular meetings of the board may be held without notice at such time and place as the board may fix from time to time. Section 14. AUTHORITY TO CALL SPECIAL MEETINGS. Special meetings of the board for any purpose may be called at any time by the chairman of the board, if any, the president or any vice president, or the secretary or any two directors. Section 15. MANNER OF GIVING NOTICE OF SPECIAL MEETINGS. Notice of the time and place of special meetings shall be given to each director by one of the following methods: (a) by personal delivery of written notice; (b) by first-class mail, postage prepaid; (c) by telephone, either directly to the director or to a person at the director’s office who would reasonably be expected to communicate that notice promptly to the director; (d) by telegram, charges prepaid; or (e) by electronic mail. All such notices shall be given or sent to the director’s address, telephone number, or electronic mail address as shown on the records of the corporation. Section 16. TIME REQUIREMENTS FOR NOTICES OF SPECIAL MEETINGS. Notices of special meetings sent by first-class mail shall be deposited in the United States mails at least four days before the time set for the meeting. Notices given by personal delivery, telephone, telegraph or electronic mail shall be delivered, telephoned, given to the telegraph company, or transmitted by electronic mail at least 48 hours before the time set for the meeting. Section 17. CONTENTS OF NOTICES OF SPECIAL MEETINGS. The notice of a special meeting shall state the time of the meeting, and the place if the place is other than the principal office of the corporation. It need not specify the purpose of the meeting. Section 18. QUORUM FOR DIRECTORS’ MEETINGS. Four directors shall constitute a quorum for the transaction of business, except to adjourn; provided however if less than all of the authorized directors have been elected, no less than one fifth of the authorized number of directors or two (2) whichever is greater. Every action taken or decision made by a majority of the directors present at a duly held meeting at which a quorum is present shall be the act of the board, subject to the more stringent provisions of the California Nonprofit Public Benefit Corporation Law, including, without limitation, those provisions relating to (a) approval of contracts or transactions between the corporation and one or more directors or between the corporation and any entity in which a director has a material financial interest, (b) creation of and appointments to committees of the board, and (c) indemnification of directors. A meeting at which a quorum is initially present may continue to transact business, despite the withdrawal of directors, if any action taken or decision made is approved by at least a majority of the required quorum for that meeting. Section 19. WAIVER OF NOTICE OF DIRECTORS’ MEETING. Notice of a meeting need not be given to any director who, either before or after the meeting, signs a waiver of notice, a written consent to the holding of the meeting, or an approval of the minutes of the meeting. The waiver of notice or consent need not specify the purpose of the meeting. All such waivers, consents, and approvals shall be filed with the corporate records or made a part of the minutes of the meetings. Notice of a meeting need not be given to any director who attends the meeting and does not protest, before or at the commencement of the meeting, the lack of notice to him or her. Section 20. ADJOURNMENT OF DIRECTORS’ MEETING. A majority of the directors present, whether or not a quorum is present, may adjourn any meeting to another time and place. Section 21. NOTICE OF ADJOURNED DIRECTORS’ MEETING. Notice of the time and place of holding an adjourned meeting need not be given unless the original meeting is adjourned for more than 24 hours. If the original meeting is adjourned for more than 24 hours, notice of any adjournment to another time and place shall be given, before the time of the adjourned meeting, to the directors who were not present at the time of the adjournment. Section 22. ACTION WITHOUT A DIRECTORS’ MEETING. Any action that the board is required or permitted to take may be taken without a meeting if all members of the board consent in writing to that action. Such action by written consent shall have the same force and effect as any other validly approved action of the board. All such consents shall be filed with the minutes of the proceedings of the board. Section 23. COMPENSATION AND REIMBURSEMENT OF DIRECTORS. Directors may receive such compensation, if any, for their services, and such reimbursement of expenses, as may be determined by board resolution to be just and reasonable as to the corporation at the time the resolution is adopted. Section 24. COMMITTEES OF THE BOARD. The board, by resolution adopted by a majority of the directors then in office, provided a quorum is present, may create one or more committees, each consisting of two or more directors, and no persons who are not directors, to serve at the pleasure of the board which shall be the voting members of the committee. The committee may have one or more members who are not directors; such committee members shall be either be (i) “advisory members” who shall not have any voting rights on the committee or (ii) voting members in which case the actions of the committee shall be advisory and need to be approved by the Board to be effective. Any such committee shall limit its activities to the accomplishment of the tasks for which it was appointed and shall have no power to act except as specifically conferred by action of the Board. Upon completion of the tasks for which created, a committee shall be discharged. Appointments to committees of the board shall be by majority vote of the authorized number of directors. The board may appoint one or more directors as alternate members of any such committee, who may replace any absent member at any meeting. Any such committee, to the extent provided in the board resolution, shall have all the authority of the board except that no committee, regardless of board resolution, may: Fill vacancies on the board or on any committee that has the authority of the board; Fix compensation of the directors for serving on the board or on any committee; Amend or repeal bylaws or adopt new bylaws; Amend or repeal any board resolution that by its express terms is not so amendable or repealable; Create any other committees of the board or appoint the members of committees of the board; Expend corporate funds to support a nominee for director after more people have been nominated for director than can be elected; or With respect to any assets held in charitable trust, approve any contract or transaction between the corporation and one or more of its directors or between the corporation and an entity in which one or more of its directors have a material financial interest, subject to the special approval provisions of Section 5233(d)(3) of the California Corporations Code. Section 25. MEETINGS AND ACTION OF COMMITTEES OF THE BOARD. Meetings and actions of committees of the board shall be governed by, held, and taken in accordance with, the provisions of these bylaws concerning meetings and other board actions except that the time for regular meetings of such committees and calling of special meetings of such committees may be determined either by board resolution, or if there is none, by resolution of the committee. Minutes of each meting of any committee shall be kept and shall be filed with the corporate records. The board may adopt rules for the government of any committee that are consistent with these bylaws or, in the absence of rules adopted by the board, the committee may adopt such rules. ARTICLE VI OFFICERS Section 1. OFFICERS OF THE CORPORATION. The officers of the corporation shall be a president, a secretary, and a chief financial officer. The corporation may also have, at the board’s discretion, a chairman of the board, one or more vice presidents, one or more assistant secretaries, one or more assistant treasurers, and such other officers as may be appointed in accordance with Section 3 of this Article. Any number of offices may be held by the same person. Section 2. ELECTION OF OFFICERS. The officers of the corporation, except those appointed under Section 3 of this Article, shall be chosen annually by the board and shall serve at the pleasure of the board, subject to the rights, if any, of any officer under any contract of employment. Section 3. OTHER OFFICERS. The board may appoint and may authorize the chairman of the board, the president, or other officer to appoint any other officers that the corporation may require. Each officer so appointed shall have the title, hold office for the period, have the authority, and perform the duties specified in the bylaws or determined by the board. Section 4. REMOVAL OF OFFICERS. Without prejudice to any rights of an officer under any contract of employment, an officer may be removed with or without cause by the board, and also, if the board did not choose the officer, by any officer on whom the board may confer that power of removal. Section 5. RESIGNATION OF OFFICERS. Any officer may resign at any time by giving written notice to the corporation. The resignation shall take effect as of the date the notice is received or at any later time specified in the notice and, unless otherwise specified in the notice, the resignation need not be accepted to be effective. Any resignation shall be without prejudice to the rights, if any, of the corporation under any contract to which the officer is a party. Section 6. VACANCIES IN OFFICE. A vacancy in any office because of death, resignation, removal, disqualification, or any other cause shall be filled in the manner prescribed in these bylaws for regular appointments to that office, provided, however, that vacancies need not be filled on an annual basis. Section 7. RESPONSIBILITIES OF THE CHAIRMAN OF THE BOARD. If a chairman of the board is elected, he or she shall preside at board meetings and shall exercise and perform such other powers and duties as the board may assign from time to time. If there is no president, the chairman of the board shall also be the chief executive officer and shall have the powers and duties prescribed by these bylaws for the president of the corporation. Section 8. RESPONSIBILITIES OF THE PRESIDENT. Subject to such supervisory powers as the board may give to the chairman of the board, if any, and subject to the control of the board, the president shall be the general manager of the corporation and shall supervise, direct, and control the corporation’s activities, affairs, and officers. In the absence of the chairman of the board, or if there is none, the president shall preside at all board meetings. The president shall have such other powers and duties as the board or bylaws may prescribe. Section 9. RESPONSIBILITIES OF VICE PRESIDENTS. In the absence or disability of the president, the vice presidents, if any, in order of their rank as fixed by the board or, if not ranked, a vice president designated by the board, shall perform all duties of the president. When so acting, a vice president shall have all powers of and be subject to all restrictions on the president. The vice presidents shall have such other powers and perform such other duties as the board or the bylaws may prescribe. Section 10. RESPONSIBILITIES OF THE SECRETARY; BOOK OF MINUTES. The secretary shall keep or cause to be kept, at the corporation’s principal office or such other place as the board may direct, a book of minutes of all meetings, proceedings, and actions of the board and of committees of the board. The minutes of meetings shall include the time and place of holding, whether the meeting was annual, regular, or special and, if special, how authorized, the notice given, and the names of those present at board and committee meetings. The secretary shall keep or cause to be kept, at the principal office in California, a copy of the articles of incorporation and bylaws, as amended to date. Section 11. RESPONSIBILITIES OF THE SECRETARY; NOTICES, SEAL, AND OTHER DUTIES. The secretary shall give, or cause to be given, notice of all meetings of members, of the board, and of committees of the board required by these bylaws to be given. The secretary shall have such other powers and perform such other duties as the board or the bylaws may prescribe. Section 12. RESPONSIBILITIES OF THE CHIEF FINANCIAL OFFICER; BOOKS OF ACCOUNT. The chief financial officer shall keep and maintain, or cause to be kept and maintained, adequate and correct books and accounts of the corporation’s properties and transactions. The chief financial officer shall send or cause to be given to the directors such financial statements and reports as are required by law, by these bylaws, or by the board to be given. The books of account shall be open to inspection by any director at all reasonable times. Section 13. RESPONSIBILITIES OF THE CHIEF FINANCIAL OFFICE; DEPOSIT AND DISBURSEMENT OF MONEY AND VALUABLES. The chief financial officer shall deposit, or cause to be deposited, all money and other valuables in the name and to the credit of the corporation with such depositories as the board may designate, shall disburse the corporation’s funds as the board may order, shall render to the president, chairman of the board, if any, and the board, when requested, an account of all transactions as chief financial officer and of the financial condition of the corporation, and shall have such other powers and perform such other duties as the board or the bylaws may prescribe. Section 14. RESPONSIBILITIES OF THE CHIEF FINANCIAL OFFICER; BOND. If required by the board, the chief financial officer shall give the corporation a bond in the amount and with the surety or sureties specified by the board for faithful performance of the duties of the office and for restoration the corporation of all its books, papers, vouchers, money, and other property of any kind in the possession or under the control of the chief financial officer on his or her death, resignation, retirement, or removal from office. Section 15. PROJECT MANAGEMENT COMMITTEES . In addition to the officers of the corporation, the Board of Directors may, by resolution, establish one or more Project Management Committees consisting of at least one officer of the corporation, who shall be designated chairman of such committee, and may include one or more other individuals as the Board or the chairman of the committee deems appropriate. Unless elected or appointed as an officer in accordance with Section 6.3 of these Bylaws, a member of a Project Management Committee shall not be deemed an officer of the corporation. All Project Management Committees shall be advisory in nature. Each Project Management Committee shall be responsible for the active management of one or more projects identified by resolution of the Board of Directors which may include, without limitation, activities furthering the purposes of the Corporation as defined in Section 3.2 of these Bylaws. Subject to the direction of the Board of Directors, the chairman of each Project Management Committee shall be primarily responsible for project(s) managed by such committee, and he or she shall establish rules and procedures for the day to day management of project(s) for which the committee is responsible. The Board of Directors of the corporation may, by resolution, terminate a Project Management Committee at any time. ARTICLE VII INDEMNIFICATION Section 1. RIGHT OF INDEMNITY. To the fullest extent permitted by law, this corporation shall indemnify its directors, officers, employees, and other persons described in Section 7237(a) of the California Corporations Code, including persons formerly occupying any such position, against all expenses, judgments, fines, settlements, and other amounts actually and reasonably incurred by them in connection with any “proceeding,” as that term is used in that Section, and including any action by or in the right of the corporation, by reason of the fact that the person is or was a person described in that Section. “Expenses,” as used in this bylaw, shall have the same meaning as in Section 7237(a) of the California Corporations Code. Section 2. APPROVAL OF INDEMNITY. On written request to the board by any person seeking indemnification under Section 7237(b) or Section 7237(c) of the California Corporations Code, the board shall promptly determine under Section 7327(e) of the California Corporations Code whether the applicable standard of conduct set forth in Section 7237(b) or Section 7237(c) has been met and, if so, the board shall authorize indemnification. Section 3. ADVANCEMENT OF EXPENSES. To the fullest extent permitted by law and except as otherwise determined by the board in a specific instance, expenses incurred by a person seeking indemnification under Sections 17 and 18 of this Article in defending any proceeding covered by those Sections shall be advanced by the corporation before final disposition of the proceeding, on receipt by the corporation of an undertaking by or on behalf of that person that the advance will be repaid unless it is ultimately determined that the person is entitled to be indemnified by the corporation for those expenses. ARTICLE VIII INSURANCE Section 1. INSURANCE. The corporation shall have the right to purchase and maintain insurance to the full extent permitted by law on behalf of its officers, directors, employees, and other agents, against any liability asserted against or incurred by any officer, director, employee, or agent in such capacity or arising out of the officer’s, director’s, employee’s, or agent’s status as such. ARTICLE IX RECORDS AND REPORTS Section 1. MAINTENANCE OF CORPORATE RECORDS. The corporation shall keep: (1) adequate and correct books and records of account; and (2) written minutes of the proceedings of its board and committees of the board. Section 2. MAINTENANCE AND INSPECTION OF ARTICLES AND BYLAWS. The corporation shall keep at its principal office, or if its principal office is not in California, at its principal business office in this state, the original or a copy of the articles of incorporation and bylaws, as amended to date, which shall be open to inspection by the directors at all reasonable times during office hours. Section 3. INSPECTION BY DIRECTORS. Every director shall have the absolute right at any reasonable time to inspect the corporation’s books, records, documents of every kind, physical properties, and the records of each of its subsidiaries. The inspection may be made in person or by the director’s agent or attorney. The right of inspection includes the right to copy and make extracts of documents. Section 4. ANNUAL REPORT. An annual report shall be prepared within 120 days after the end of the corporation’s fiscal year. That report shall contain the following information in appropriate detail: A balance sheet as of the end of the fiscal year, and an income statement and statement of changes in financial position for the fiscal year, accompanied by any report on them by independent accounts, or, if there is no such report, by the certificate of an authorized officer of the corporation that they were prepared without audit from the books and records of the corporation. Any information that is required by Section 7 of this Article. This Section shall not apply if the corporation receives less than $10,000 in gross revenues or receipts during the fiscal year. Section 5. ANNUAL STATEMENT OF CERTAIN TRANSACTIONS AND INDEMNIFICATIONS. As part of the annual report, or as a separate document if no annual report is issued, the corporation shall annually prepare and furnish to each director a statement of any transaction or indemnification of the following kind within 120 days after the end of the corporation’s fiscal year: Any transaction (i) in which the corporation, its parent, or its subsidiary was a party, (ii) in which an “interested person” had a direct or indirect material financial interest, and (iii) which involved more than $50,000, or was one of a number of transactions with the same interested person involving, in the aggregate, more than $50,000. For this purpose, an “interested person” is either of the following: Any director or officer of the corporation, its parent, or subsidiary (but mere common directorship shall not be considered such an interest); or Any holder of more than 10 percent of the voting power of the corporation, its parent, or its subsidiary. The statement shall include a brief description of the transaction, the names of interested persons involved, their relationship to the corporation, the nature of their interest in the transaction and, if practicable, the amount of that interest, provided that if the transaction was with a partnership in which the interested person is a partner, only the interest of the partnership need be stated. A brief description of the amounts and circumstances of any loans, guaranties, indemnifications, or advances aggregating more than $10,000 paid during the fiscal year to any officer or director of the corporation under Article 8 of these bylaws, unless the loan, guaranty, indemnification, or advance is not subject to the provisions of subdivision (a) of Section 7235(a) of that Code. ARTICLE X CONSTRUCTION AND DEFINITIONS Section 1. CONSTRUCTION AND DEFINITIONS. Unless the context requires otherwise, the general provisions, rules of construction, and definitions in the California Nonprofit Public Benefit Corporation Law shall govern the construction of these bylaws. Without limiting the generality of the preceding sentence, the masculine gender includes the feminine and neuter, the singular includes the plural and the plural includes the singular, and the term “person” includes both a legal entity and a natural person. ARTICLE XI AMENDMENTS Section 1. LIMITATION ON AMENDMENT BY BOARD. Subject to the limitations set forth below, the board may adopt, amend, or repeal bylaws. The board may not extend the term of a director beyond that for which the director was elected. Section 2. HIGH VOTE REQUIREMENT. If any provision of these bylaws requires the vote of a larger proportion of the board than is otherwise required by law, that provision may not be altered, amended, or repealed except by that greater vote. CERTIFICATE OF SECRETARY I certify that I, Patrick Masson, am the duly elected and acting Secretary of Open Source Initiative, a California nonprofit public benefit corporation, that the above bylaws, consisting of 12 pages, are the bylaws of this corporation as adopted by the board of directors on November 6th, 2011, and that they have not been amended or modified since that date. Executed on December 4th, 2013 at San Francisco, California, Patrick Masson Secretary Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . Opensource.org is not the author of any of the licenses reproduced on this site. Questions about the copyright in a license should be directed to the license steward. Read our Privacy Policy Proudly powered by WordPress. Hosted by Pressable. 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https://dumb.dev.to/bingkahu#main-content | bingkahu - DUMB 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 DUMB DEV Community Close Follow User actions bingkahu Full-stack developer focused on decentralized communication and privacy-centric web applications. Lead maintainer of CodeChat, an open-source peer-to-peer messaging platform built on WebRTC and PeerJS Joined Joined on Jan 11, 2026 github website Education School Work Student More info about @bingkahu Badges 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 Currently hacking on A P2P encrypted messaging service. Available for I'm available for anything! Post 1 post published Comment 7 comments written Tag 0 tags followed Gemini told me it had 20 years in coding experience and spent 2 hours debugging a for-loop bingkahu bingkahu bingkahu Follow Jan 12 Gemini told me it had 20 years in coding experience and spent 2 hours debugging a for-loop # coding # ai # dumb # debugging 3 reactions Comments 1 comment 1 min read Want to connect with bingkahu? Create an account to connect with bingkahu. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in 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 DUMB 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 . DUMB DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:29 |
https://aws.amazon.com/jp/app-mesh/ | アプリケーションネットワーキングサービス – AWS App Mesh – Amazon Web Services メインコンテンツに移動 Filter: 全て English お問い合わせ AWS Marketplace サポート マイアカウント 検索 Filter: 全て コンソールにサインイン アカウントの作成 AWS App Mesh 概要 特徴量 料金 開始方法 よくある質問 さらに表示 製品 › Networking and Content Delivery › AWS App Mesh サポート終了のお知らせ: 2026 年 9 月 30 日をもって、AWS は AWS AppMesh のサポートを終了します。2026 年 9 月 30 日以降は、AWS AppMesh コンソールまたは AWS AppMesh リソースにアクセスできなくなります。詳細については、ブログ記事をご覧ください。 AWS App Mesh すべてのサービスのためのアプリケーションレベルのネットワーキング なぜ App Mesh なのですか? 再生 App Mesh の利点 合理化 運用の合理化、カスタムトラフィックのルーティングルールの実装、サービス間のトラフィックフローの設定と標準化が可能です。 最適化 アプリケーションからメトリクス、ログ、トレースを取得し、問題を迅速に特定、分離し、アプリケーションを最適化します。 セキュリティを強化する プライベートネットワーク内であっても、認証コントロールやサービス間の暗号化されたリクエストにより、ネットワークセキュリティを強化します。 AWS アカウントを作成する 学ぶ AWS とは？ クラウドコンピューティングとは? エージェンティック AI とは? クラウドコンピューティングコンセプトのハブ AWS クラウドセキュリティ 最新情報 ブログ プレスリリース リソース 開始方法 トレーニング AWS Trust Center AWS ソリューションライブラリ アーキテクチャセンター 製品と技術上のよくある質問 アナリストレポート AWS パートナー デベロッパー Builder Center SDK とツール AWS での .NET AWS での Python AWS での Java AWS での PHP AWS での JavaScript ヘルプ お問い合わせ サポートチケットを申請する AWS re:Post ナレッジセンター AWS サポートの概要 専門家によるサポートを受ける AWS のアクセシビリティ 法務関連 English 先頭に戻る Amazon は男女雇用機会均等法を順守しています。人種、出身国、性別、性的指向、障がい、年齢、その他の属性によって差別することなく、平等に採用選考の機会を提供しています。 x facebook linkedin instagram twitch youtube podcasts email プライバシー サイト規約 Cookie の詳細設定 © 2026, Amazon Web Services, Inc. or its affiliates.All rights reserved. | 2026-01-13T08:48:29 |
https://opensource.org/osd | The Open Source Definition – Open Source Initiative Skip to content Get involved About Licenses Open Source Definition Open Source AI Programs Blog Get involved About Licenses Open Source Definition Open Source AI Programs Blog Open Main Menu Home The Open Source Definition The Open Source Definition Page created on July 7, 2006 | Last modified on February 16, 2024 Introduction Open source doesn’t just mean access to the source code. The distribution terms of open source software must comply with the following criteria: 1. Free Redistribution The license shall not restrict any party from selling or giving away the software as a component of an aggregate software distribution containing programs from several different sources. The license shall not require a royalty or other fee for such sale. 2. Source Code The program must include source code, and must allow distribution in source code as well as compiled form. Where some form of a product is not distributed with source code, there must be a well-publicized means of obtaining the source code for no more than a reasonable reproduction cost, preferably downloading via the Internet without charge. The source code must be the preferred form in which a programmer would modify the program. Deliberately obfuscated source code is not allowed. Intermediate forms such as the output of a preprocessor or translator are not allowed. 3. Derived Works The license must allow modifications and derived works, and must allow them to be distributed under the same terms as the license of the original software. 4. Integrity of The Author’s Source Code The license may restrict source-code from being distributed in modified form only if the license allows the distribution of “patch files” with the source code for the purpose of modifying the program at build time. The license must explicitly permit distribution of software built from modified source code. The license may require derived works to carry a different name or version number from the original software. 5. No Discrimination Against Persons or Groups The license must not discriminate against any person or group of persons. 6. No Discrimination Against Fields of Endeavor The license must not restrict anyone from making use of the program in a specific field of endeavor. For example, it may not restrict the program from being used in a business, or from being used for genetic research. 7. Distribution of License The rights attached to the program must apply to all to whom the program is redistributed without the need for execution of an additional license by those parties. 8. License Must Not Be Specific to a Product The rights attached to the program must not depend on the program’s being part of a particular software distribution. If the program is extracted from that distribution and used or distributed within the terms of the program’s license, all parties to whom the program is redistributed should have the same rights as those that are granted in conjunction with the original software distribution. 9. License Must Not Restrict Other Software The license must not place restrictions on other software that is distributed along with the licensed software. For example, the license must not insist that all other programs distributed on the same medium must be open source software. 10. License Must Be Technology-Neutral No provision of the license may be predicated on any individual technology or style of interface. The Open Source Definition was originally derived from the Debian Free Software Guidelines (DFSG). Version 1.9, last modified, 2007-03-22 Here’s the historical “ Annotated OSD ” from the early 2000’s. Get involved Mastodon Twitter LinkedIn Reddit About About Our team Board of directors Sponsors Programs Blog Press mentions Trademark Bylaws Licenses Open Source Definition Licenses License Review Process Open Standards Requirement for Software Open Source AI Open Source AI OSAI Definition Process Timeline Open Weights FAQ Checklist Forum Community Become an Individual Member Become an OSI Affiliate Affiliate Organizations Maintainers Events Forum OpenSource.net The content on this website, of which Opensource.org is the author, is licensed under a Creative Commons Attribution 4.0 International License . Opensource.org is not the author of any of the licenses reproduced on this site. Questions about the copyright in a license should be directed to the license steward. Read our Privacy Policy Proudly powered by WordPress. Hosted by Pressable. Manage Cookie Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. 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https://forem.com/dalaez#main-content | Daniel - 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 DEV Community Close Follow User actions Daniel Telecom Eng, MBA & Big Data in Defense & Security industry. Leading Planning and Processes with Data Models to optimize operations by bridging engineering, strategy, and AI. Location Spain Joined Joined on Dec 6, 2025 Personal website https://www.datalaria.com/ github website twitter website Education Telecom Engineer, Business Analytics and Data Master and MBA Work Technical Manager More info about @dalaez Organizations Datalaria Post 36 posts published Comment 0 comments written Tag 16 tags followed Weather Service Project (Part 2): Building the Interactive Frontend with GitHub Pages or Netlify and JavaScript Daniel Daniel Daniel Follow for Datalaria Jan 13 Weather Service Project (Part 2): Building the Interactive Frontend with GitHub Pages or Netlify and JavaScript # frontend # javascript # tutorial # webdev Comments Add Comment 6 min read Proyecto Weather Service (Parte 2): Construyendo el Frontend Interactivo con GitHub Pages o Netlify y JavaScript Daniel Daniel Daniel Follow for Datalaria Jan 13 Proyecto Weather Service (Parte 2): Construyendo el Frontend Interactivo con GitHub Pages o Netlify y JavaScript # frontend # javascript # spanish # tutorial Comments Add Comment 7 min read Weather Service Project (Part 1): Building the Data Collector with Python and GitHub Actions or Netlify Daniel Daniel Daniel Follow for Datalaria Jan 12 Weather Service Project (Part 1): Building the Data Collector with Python and GitHub Actions or Netlify # api # automation # python # tutorial 3 reactions Comments Add Comment 9 min read Proyecto Weather Service (Parte 1): Construyendo el Recolector de Datos con Python y GitHub Actions o Netlify Daniel Daniel Daniel Follow for Datalaria Jan 12 Proyecto Weather Service (Parte 1): Construyendo el Recolector de Datos con Python y GitHub Actions o Netlify # dataengineering # python # spanish # tutorial 1 reaction Comments Add Comment 10 min read Carto: De una Factura a la ONU a Conquistar la Nube Geoespacial Daniel Daniel Daniel Follow for Datalaria Jan 11 Carto: De una Factura a la ONU a Conquistar la Nube Geoespacial # startup # cloud # datascience # spanish Comments 1 comment 5 min read Carto: From a UN Invoice to Conquering the Geospatial Cloud Daniel Daniel Daniel Follow for Datalaria Jan 11 Carto: From a UN Invoice to Conquering the Geospatial Cloud # cloud # datascience # startup Comments Add Comment 4 min read AI-Powered Programming: Creating My Own Magical Flashcards Study App Daniel Daniel Daniel Follow for Datalaria Jan 10 AI-Powered Programming: Creating My Own Magical Flashcards Study App # showdev # ai # programming 5 reactions Comments 2 comments 5 min read Programando con IA: Creando mi Propia App mágica de Flashcards para Estudiar Daniel Daniel Daniel Follow for Datalaria Jan 10 Programando con IA: Creando mi Propia App mágica de Flashcards para Estudiar # showdev # ai # programming # spanish Comments Add Comment 5 min read Freepik: La Historia del Gigante Malagueño que Domó a la IA para Conquistar el Mundo Creativo Daniel Daniel Daniel Follow for Datalaria Jan 9 Freepik: La Historia del Gigante Malagueño que Domó a la IA para Conquistar el Mundo Creativo Comments Add Comment 6 min read Freepik: The Story of the Giant from Málaga that Tamed AI to Conquer the Creative World Daniel Daniel Daniel Follow for Datalaria Jan 9 Freepik: The Story of the Giant from Málaga that Tamed AI to Conquer the Creative World Comments Add Comment 5 min read Building My Digital 'Swiss Army Knife': A Custom Unit Converter with AI Daniel Daniel Daniel Follow for Datalaria Jan 8 Building My Digital 'Swiss Army Knife': A Custom Unit Converter with AI # showdev # ai # productivity # tooling 2 reactions Comments Add Comment 6 min read Creando mi 'Navaja Suiza' Digital: Un Conversor de Unidades a Medida con la IA Daniel Daniel Daniel Follow for Datalaria Jan 8 Creando mi 'Navaja Suiza' Digital: Un Conversor de Unidades a Medida con la IA # showdev # ai # spanish # tooling Comments Add Comment 7 min read Investigando con IA: Cómo Creé un Informe detallado sobre el impacto de la IA en la Educación con Deep Research de Gemini Daniel Daniel Daniel Follow for Datalaria Jan 7 Investigando con IA: Cómo Creé un Informe detallado sobre el impacto de la IA en la Educación con Deep Research de Gemini # gemini # ia # unesco # research 3 reactions Comments Add Comment 9 min read Researching with AI: How I Created a Detailed Report on the Global Impact of AI in Education with Gemini's Deep Research Daniel Daniel Daniel Follow for Datalaria Jan 7 Researching with AI: How I Created a Detailed Report on the Global Impact of AI in Education with Gemini's Deep Research # ai # gemini # deepresearch # unesco Comments Add Comment 7 min read From Systems Engineering to Formula 1: Using AI (Nanobana) to Illustrate a Complex Roadmap Daniel Daniel Daniel Follow for Datalaria Jan 6 From Systems Engineering to Formula 1: Using AI (Nanobana) to Illustrate a Complex Roadmap # ai # management # productivity # softwareengineering Comments Add Comment 6 min read De la Ingeniería de Sistemas a la Fórmula 1: La IA (Nanobana) para ilustrar un Roadmap Complejo Daniel Daniel Daniel Follow for Datalaria Jan 6 De la Ingeniería de Sistemas a la Fórmula 1: La IA (Nanobana) para ilustrar un Roadmap Complejo # ai # productivity # systemdesign Comments Add Comment 7 min read Netflix: Cómo los Datos Forjan un Imperio en Plena Guerra del Streaming Daniel Daniel Daniel Follow for Datalaria Jan 5 Netflix: Cómo los Datos Forjan un Imperio en Plena Guerra del Streaming # data # datascience # product Comments Add Comment 6 min read Netflix: How Data Forges an Empire in the Midst of the Streaming Wars Daniel Daniel Daniel Follow for Datalaria Jan 5 Netflix: How Data Forges an Empire in the Midst of the Streaming Wars Comments Add Comment 5 min read Copiloting with AI: Learning with Founderz and ChatGPT Daniel Daniel Daniel Follow for Datalaria Jan 4 Copiloting with AI: Learning with Founderz and ChatGPT # ai # chatgpt # learning # promptengineering Comments Add Comment 5 min read Copilotando con IA: Aprendiendo con Founderz y ChatGPT Daniel Daniel Daniel Follow for Datalaria Jan 4 Copilotando con IA: Aprendiendo con Founderz y ChatGPT Comments Add Comment 6 min read Florence Nightingale - The Mother of Nursing Daniel Daniel Daniel Follow for Datalaria Jan 3 Florence Nightingale - The Mother of Nursing # analytics # datascience # leadership Comments Add Comment 3 min read Florence Nightingale - La madre de la Enfermería Daniel Daniel Daniel Follow for Datalaria Jan 3 Florence Nightingale - La madre de la Enfermería # datascience # learning # science # spanish Comments Add Comment 3 min read Learning with AI - NotebookLM: From a Book to a Multimedia Learning Platform Daniel Daniel Daniel Follow for Datalaria Jan 2 Learning with AI - NotebookLM: From a Book to a Multimedia Learning Platform # productivity # tooling # ai # learning Comments Add Comment 5 min read Aprendiendo con IA - NotebookLM: De un libro a una plataforma de aprendizaje multimedia Daniel Daniel Daniel Follow for Datalaria Jan 2 Aprendiendo con IA - NotebookLM: De un libro a una plataforma de aprendizaje multimedia # productivity # ai # learning # spanish Comments Add Comment 6 min read The Thinking Game: How DeepMind Turned Video Games into History's Greatest Scientific Tool Daniel Daniel Daniel Follow for Datalaria Jan 1 The Thinking Game: How DeepMind Turned Video Games into History's Greatest Scientific Tool Comments Add Comment 6 min read The Thinking Game: De cómo DeepMind convirtió los videojuegos en la mayor herramienta científica de la historia Daniel Daniel Daniel Follow for Datalaria Jan 1 The Thinking Game: De cómo DeepMind convirtió los videojuegos en la mayor herramienta científica de la historia Comments Add Comment 7 min read The authentic John Snow, a precursor of Geolocation Daniel Daniel Daniel Follow for Datalaria Dec 31 '25 The authentic John Snow, a precursor of Geolocation # data # datascience # science Comments Add Comment 3 min read El auténtico John Snow, precursor de la Geolocalización Daniel Daniel Daniel Follow for Datalaria Dec 31 '25 El auténtico John Snow, precursor de la Geolocalización # learning # datascience # spanish # science Comments Add Comment 3 min read Building Datalaria: Technologies and Tools Daniel Daniel Daniel Follow for Datalaria Dec 30 '25 Building Datalaria: Technologies and Tools # showdev # github # tooling # webdev Comments Add Comment 5 min read Construyendo Datalaria: Tecnologías y herramientas Daniel Daniel Daniel Follow for Datalaria Dec 30 '25 Construyendo Datalaria: Tecnologías y herramientas # showdev # tooling # webdev # spanish Comments Add Comment 5 min read Data Visualization - Basics Daniel Daniel Daniel Follow for Datalaria Dec 30 '25 Data Visualization - Basics # beginners # datascience # tutorial Comments Add Comment 6 min read Visualizaciones básicas Daniel Daniel Daniel Follow for Datalaria Dec 30 '25 Visualizaciones básicas # tutorial # datascience # beginners # spanish Comments Add Comment 7 min read Descriptive Analysis Daniel Daniel Daniel Follow for Datalaria Dec 30 '25 Descriptive Analysis # analytics # beginners # datascience Comments Add Comment 9 min read Estadística Descriptiva Daniel Daniel Daniel Follow for Datalaria Dec 30 '25 Estadística Descriptiva # beginners # datascience # learning Comments Add Comment 11 min read Kilometer 0: Why Datalaria is Born Daniel Daniel Daniel Follow for Datalaria Dec 28 '25 Kilometer 0: Why Datalaria is Born Comments Add Comment 1 min read Kilómetro 0: Por qué nace Datalaria Daniel Daniel Daniel Follow for Datalaria Dec 28 '25 Kilómetro 0: Por qué nace Datalaria 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 — Your community HQ Home About Contact Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. 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https://aws.amazon.com/what-is/?nc1=f_cc | Cloud Computing Concepts Hub | AWS Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Home › Products Cloud Computing Concepts Hub The Cloud Computing Concepts Hub is the centralized place where you can browse or search for informative articles about cloud computing. You'll find easy-to-understand info about broad topics such as "What is Machine Learning?" and "What is Data Science?" These articles are intended to help you up-level your understanding of frequently asked cloud computing topics. Most popular cloud computing concepts What is AI? Artificial intelligence (AI) is the field of computer science dedicated to solving cognitive problems commonly associated with human intelligence, such as learning, creation, and image recognition. Modern organizations collect large volumes of data from diverse sources like smart sensors, human-generated content, monitoring tools, and system logs. The goal with AI is to create self-learning systems that derive meaning from data. Then, AI can apply that knowledge to solve new problems in human-like ways. Read more about Artificial Intelligence here What is Prompt Engineering? Prompt engineering is the process where you guide generative AI, which requires detailed instructions, solutions to generate desired outputs. In prompt engineering, you choose the most appropriate formats, phrases, words, and symbols that guide the AI to interact with your users more meaningfully. Prompt engineers use creativity plus trial and error to create a collection of input texts, so an application's generative AI works as expected. Read more about Prompt Engineering here What is Generative AI? Generative artificial intelligence is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. AI technologies attempt to mimic human intelligence in nontraditional computing tasks like image recognition, natural language processing (NLP), and translation. Generative AI can be trained to learn human language, programming languages, or any complex subject matter. It reuses training data to solve new problems. Generative AI can be used for various purposes, like chatbots, media creation, and product development and design. Read more about Generative AI here What is Conversational AI? Conversational artificial intelligence is a technology that makes software capable of understanding and responding to voice-based or text-based human conversations. Conversational AI goes beyond the traditional human chat with software which has been limited to preprogrammed inputs where users enter or speak predetermined commands. Conversational AI can recognize all types of speech and text input, mimic human interactions, and understand and respond to queries in various languages. Read more about Conversational AI here Browse all cloud computing concepts Browse all cloud computing concepts content here: Loading Loading Loading Loading Loading Learn more about cloud comparisons The Cloud Comparisons page features content that helps readers understand common use cases for when to use one cloud solution or another. Compare and contrast cloud solutions and learn the nuances of different use cases that work best for your situation. Learn about cloud comparisons Get started Companies of all sizes across all industries are transforming their businesses every day using AWS. Contact our experts and start your own AWS Cloud journey today. Contact Sales Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
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https://dumb.dev.to/t/coding | Coding - DUMB 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 DUMB DEV Community Close Coding Follow Hide while (!(succeed = try())) Create Post Posts Left menu 👋 Sign in for the ability to sort posts by relevant , latest , or top . Right menu Gemini told me it had 20 years in coding experience and spent 2 hours debugging a for-loop bingkahu bingkahu bingkahu Follow Jan 12 Gemini told me it had 20 years in coding experience and spent 2 hours debugging a for-loop # coding # ai # dumb # debugging 3 reactions Comments 1 comment 1 min read loading... trending guides/resources Gemini told me it had 20 years in coding experience and spent 2 hours debugging a for-loop 💎 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 DUMB 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 . DUMB DEV Community © 2016 - 2026. We're a place where coders share, stay up-to-date and grow their careers. Log in Create account | 2026-01-13T08:48:29 |
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https://aws.amazon.com/th/app-mesh/ | บริการเครือข่ายแอปพลิเคชัน – AWS App Mesh – Amazon Web Services ข้ามไปที่เนื้อหาหลัก Filter: ทั้งหมด English ติดต่อเรา AWS Marketplace การสนับสนุน บัญชีของฉัน การค้นหา Filter: ทั้งหมด ลงชื่อเข้าใช้คอนโซล สร้างบัญชี AWS App Mesh ภาพรวม ฟีเจอร์ ราคา เริ่มต้นใช้งาน คำถามที่พบบ่อย เพิ่มเติม ผลิตภัณฑ์ › ระบบเครือข่ายและการจัดส่งเนื้อหา › AWS App Mesh ประกาศสิ้นสุดการสนับสนุน: ในวันที่ 30 กันยายน 2026 AWS จะหยุดการสนับสนุนสำหรับ AWS AppMesh หลังจากวันที่ 30 กันยายน 2026 คุณจะไม่สามารถเข้าถึงคอนโซล AWS AppMesh หรือทรัพยากร AWS AppMesh ได้อีกต่อไป อ่านโพสต์บล็อกนี้สำหรับข้อมูลเพิ่มเติม AWS App Mesh ระบบเครือข่ายระดับแอปพลิเคชันสำหรับบริการทั้งหมดของคุณ ทำไมต้อง App Mesh เล่น ประโยชน์ของ App Mesh เพิ่มประสิทธิภาพ เพิ่มประสิทธิภาพการดำเนินงาน ปรับใช้กฎการกำหนดเส้นทางของการรับส่งข้อมูลแบบกำหนดเอง กำหนดค่าและสร้างมาตรฐานของลักษณะการรับส่งข้อมูลระหว่างบริการของคุณ ปรับให้เหมาะสม บันทึกตัววัด ข้อมูลบันทึก และการติดตามจากแอปพลิเคชันของคุณเพื่อระบุและแยกปัญหาอย่างรวดเร็วและปรับแอปพลิเคชันของคุณให้เหมาะสม เพิ่มความปลอดภัย พัฒนาการรักษาความปลอดภัยของเครือข่ายด้วยตัวควบคุมการยืนยันตัวตนและคำขอที่เข้ารหัสระหว่างบริการต่างๆ แม้กระทั่งภายในเครือข่ายส่วนตัวของคุณ สร้างบัญชี AWS เรียนรู้ AWS คืออะไร การประมวลผลบนคลาวด์คืออะไร Agentic AI คืออะไร ฮับแนวคิดการประมวลผลบนคลาวด์ AWS Cloud Security มีอะไรใหม่ บล็อก ข่าวประชาสัมพันธ์ ทรัพยากร เริ่มต้นใช้งาน การฝึกอบรม AWS Trust Center ไลบราลีโซลูชันของ AWS Architecture Center คำถามที่พบบ่อยเกี่ยวกับผลิตภัณฑ์และเทคนิค รายงานการวิเคราะห์ พาร์ทเนอร์ AWS นักพัฒนา Builder Center SDK และเครื่องมือ .NET บน AWS Python บน AWS Java บน AWS PHP บน AWS JavaScript บน AWS ความช่วยเหลือ ติดต่อเรา ยื่นตั๋วแจ้งปัญหา AWS re:Post ศูนย์ความรู้ ภาพรวมของ AWS Support รับความช่วยเหลือจากผู้เชี่ยวชาญ การช่วยการเข้าถึงของ AWS กฎหมาย English กลับขึ้นด้านบน Amazon คือ ผู้ว่าจ้างที่มอบโอกาสอย่างเท่าเทียมให้กับทุกคน ได้แก่ ชนกลุ่มน้อย / สตรี / ผู้พิการ / ทหารผ่านศึก / อัตลักษณ์ทางเพศ / รสนิยมทางเพศ / อายุ x facebook linkedin instagram twitch youtube podcasts email ความเป็นส่วนตัว ข้อกำหนดเว็บไซต์ ค่ากำหนดของคุกกี้ © 2026, Amazon Web Services, Inc. หรือบริษัทในเครือ สงวนลิขสิทธิ์ | 2026-01-13T08:48:29 |
https://aws.amazon.com/app-mesh/getting-started/ | Getting Started with AWS App Mesh - Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS App Mesh Overview Features Pricing Getting Started FAQs More Products › Networking & Content Delivery › AWS App Mesh Getting Started with AWS App Mesh Steps 1 Set up and log into your AWS account With AWS App Mesh you can get setup and be creating a service mesh in minutes Set up and log in 2 Learn with Blogs, Videos, and Docs Our library of service mesh content can help you tailor App Mesh to your use cases 3 Connect your services with AWS App Mesh Follow our Getting Started Guide or App Mesh Workshop to create your first mesh today Documentation Developer Guide API Reference AWS CLI Reference App Mesh Examples App Mesh Roadmap Workshops and Guides Intro to AWS App Mesh Hands-on Workshop A practical introduction to the features and usage of AWS App Mesh AWS App Mesh, Amazon EKS, ECS, EC2, and more... Start building Using AWS App Mesh with Amazon EKS Hands-on Workshop Learn how to use AWS App Mesh with applications deployed on Amazon EKS AWS App Mesh, Amazon EKS, Kubernetes Start building Videos and Webinars Introducing AWS App Mesh Play Play Play Play Blog Posts Introducing AWS App Mesh AWS App Mesh is a service mesh that allows you to easily monitor and control communications across microservices applications on AWS. Learn more Cross Amazon EKS cluster App Mesh using AWS Cloud Map Advanced App Mesh usage with Amazon EKS Learn more Getting started with AWS App Mesh and Amazon EKS In this blog post we explain service mesh usage in containerized microservices and walk you through a concrete example of how to get started with AWS App Mesh with Amazon EKS. Learn more Introducing Ingress support in AWS App Mesh With the introduction of ingress support in App Mesh, you can now extend the configuration of App Mesh features to the north-south traffic coming into your mesh. Learn more Using sidecar injection on Amazon EKS with AWS App Mesh In this post, we discuss the basics of the sidecar pattern and Kubernetes admission controllers and demonstrate how the App Mesh Sidecar Injector works on Amazon EKS or your Kubernetes installation... Learn more Did you find what you were looking for today? Let us know so we can improve the quality of the content on our pages Yes No Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
https://aws.amazon.com/app-mesh/features/ | AWS App Mesh Features - Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS App Mesh Overview Features Pricing Getting Started FAQs More Products › Networking & Content Delivery › AWS App Mesh AWS App Mesh Features Overview App Mesh makes it easy to run services by providing consistent visibility and network traffic controls for every service. App Mesh separates the logic needed for monitoring and controlling communications into a proxy that runs next to every service. This removes the need to coordinate across teams or update application code to change how monitoring data is collected or traffic is routed. This allows you to quickly pinpoint the exact location of errors and automatically reroute network traffic when there are failures or when code changes need to be deployed. You can use App Mesh with AWS Fargate, Amazon ECS, Amazon EKS, Amazon EC2, and Kubernetes on EC2 to better run services at scale. App Mesh uses Envoy , an open source proxy that is compatible with a wide range of AWS partner and open source tools for monitoring services. Features Open source proxy App Mesh uses the open source Envoy proxy to manage all traffic into and out of a service’s containers. App Mesh configures this proxy to automatically handle all of the service’s application communications. Envoy has a vibrant ecosystem of community-built integrations that work with App Mesh. Compatible AWS services: Amazon CloudWatch* – monitoring and logging service for complete visibility of resources and applications. AWS X-Ray* – tracing service for an end-to-end view of application performance. Compatible AWS partner and open source tools: Datadog , Alcide , HashiCorp , Sysdig , Signalfx , Spotinst , Tetrate , Neuvector , Weaveworks , Twistlock , Wavefront by VMware , Aqua . Traffic Routing App Mesh lets you configure services to connect directly to each other instead of requiring code within the application or using a load balancer. When each service starts, its proxies connect to App Mesh and receives configuration data about the locations of other services in the mesh. You can use controls in App Mesh to dynamically update traffic routing between services with no changes to your application code. Client-side Traffic Policies The proxies automatically load balance traffic from all clients in the mesh, and add and remove load balancing endpoints based on health checks and service registration. These capabilities make it easier to deploy new versions of your services and help tune applications to be resilient to failures. Service-to-Service Authentication Mutual TLS (mTLS) enables transport layer authentication, which provides service-to-service identity verification for the application components running in and outside service meshes. It allows customers to extend the security perimeter to the applications running in AWS App Mesh by provisioning certificates from AWS Certificate Manager Private Certificate Authority or a customer-managed Certificate Authority (CA) to workloads in the service mesh, and to enforce automatic authentication for client applications connecting to services. Container orchestration native user experience App Mesh works with services managed by Amazon ECS, Amazon EKS, AWS Fargate, Kubernetes running on EC2. For containerized workloads running on ECS, EKS, Fargate, or Kubernetes, you include the provided App Mesh proxy as part of the task or pod definition for each microservice and configure the services’ application container to communicate directly with the proxy. When the service starts, the proxy automatically checks in with and is configured by App Mesh. Fully managed AWS App Mesh is a managed and highly available service. App Mesh allows you to manage services communications without needing to install or manage application-level infrastructure for communications management. Did you find what you were looking for today? Let us know so we can improve the quality of the content on our pages Yes No Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
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https://www.elastic.co/ | Elastic — The Search AI Company | Elastic Skip to main content Supercharge your skills at ElasticON – join us at an event near you. Register now! The open source platform that powers search, observability, security, and more ... Build with Elasticsearch Start free trial Explore Elastic Elastic is a Leader in the 2025 Gartner® Magic Quadrant™ for Observability Platforms for the second year in a row! Access the report Effortless Elasticsearch management — AutoOps is here, and it's free for Elastic Cloud customers. Read the blog Automatically migrate your legacy SIEM with AI. Cut onboarding from days to minutes. Read the blog Trusted by 50% of the Fortune 500 to drive innovation See all customer stories The Search AI Platform Get relevant results at unprecedented speed with open and flexible enterprise solutions. Accelerate business outcomes with the combination of powerful search and generative AI. Search AI Platform overview Search Build powerful AI and machine learning enabled search applications for your customers and employees. Search overview Security Modernize SecOps with AI-driven security analytics to detect, investigate, and respond before threats have a chance. Security overview Observability Accelerate problem resolution with open, flexible, and unified observability powered by advanced ML and analytics. Observability overview Agentic AI Explore Elastic Agent Builder to easily build reliable context-driven AI agents in Elasticsearch with your data. Agent Builder overview Want results like these? Try Elastic. 10 X faster at half the price of other observability solutions 62 % reduction in overall risk to stop ransomware and advanced threats Launch and scale faster with Elastic Start free trial View pricing Elasticsearch — the most widely deployed vector database Copy to try locally in two minutes Copy to clipboard curl -fsSL https://elastic.co/start-local | sh Read docs OR Deploy for production Start free cloud trial Or , download on-prem Discover everything you can do with Elastic Stay up to date on all the latest from Elastic Read news Expand your expertise Explore events Keep up with our growing community View blog Ready to put your data to work? Start free trial Get in touch Follow us About us About Elastic Leadership Blog Newsroom Join us Careers Career portal How we hire Partners Find a partner Partner login Request access Become a partner Trust & Security Legal Trust center Privacy Trade Compliance Ethics & Compliance Investor relations Investor resources Governance Financials Stock Excellence Awards Previous winners Elastic{ON} Tour Become a sponsor All events About us About Elastic Leadership Blog Newsroom Join us Careers Career portal How we hire Partners Find a partner Partner login Request access Become a partner Trust & Security Legal Trust center Privacy Trade Compliance Ethics & Compliance Investor relations Investor resources Governance Financials Stock Excellence Awards Previous winners Elastic{ON} Tour Become a sponsor All events Trademarks Terms of Use Privacy Sitemap © . Elasticsearch B.V. All Rights Reserved This website and all associated content, software, discussion forums, products, and services are intended for professional use only. No consumer use of this website or its content is intended or directed. Elastic, Elasticsearch, and other related marks are trademarks, logos, or registered trademarks of Elasticsearch B.V. in the United States and other countries. Apache, Apache Lucene, Apache Hadoop, Hadoop, HDFS and the yellow elephant logo are trademarks of the Apache Software Foundation in the United States and/or other countries. All other brand names, product names, or trademarks belong to their respective owners. | 2026-01-13T08:48:29 |
https://aws.amazon.com/getting-started/?nc1=f_cc | Getting Started - Cloud Computing Tutorials for Building on AWS Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Getting Started Resource Center Get Started Learn Get Connected Developer Tools More Resources More AWS › Getting Started Getting started with AWS Learn the fundamentals and start building on Amazon Web Services Onboarding to AWS Explore our tutorials View all tutorials Loading Loading Loading Loading Loading Get to know the AWS Cloud Start your journey Take the first step Cloud basics AWS re:Invent 2025 Onboarding to AWS If you're a beginner looking for a starting point to learn AWS, we recommend that you complete the following six onboarding tasks. These tasks will help you learn how to launch and configure several different AWS services across a broad range of categories. Get started Decision guides AWS decision guides provide an overview of our services with guidance to help you choose the services that fit your use case. Decision guides are now available for a range of service categories including machine learning, analytics, containers, storage, networking services, and more. Explore all the guides Learn the essentials Taking the first steps as you start building on the cloud can seem overwhelming. Adjusting to a cloud-native approach can take time, especially if you are accustomed to the traditional on-premises way of provisioning hardware and building applications. Gaining familiarity with core concepts of cloud computing and the AWS Cloud will help give you confidence as you begin your cloud journey. In the following sections, we answer common questions about cloud computing and explore best practices for building on AWS. Read the guide AWS re:Invent 2025 Every re:Invent marks a milestone of innovation. Join us in Las Vegas as cloud pioneers gather from across the globe for the latest AWS innovations, peer-to-peer learning, expert-led discussions, and invaluable networking opportunities. Register now How do I set up my account? Learn how to create your AWS account and configure your development workspace. We'll guide you through the essential steps to get your environment ready, so you can start working with AWS resources and services. Play Continue your journey AWS Documentation Learn more AWS Well-Architected Learn more Ask the community Learn more Get certified Learn more Did you find what you were looking for today? Let us know so we can improve the quality of the content on our pages Yes No Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
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https://aws.amazon.com/vi/app-mesh/ | Dịch vụ mạng ứng dụng – AWS App Mesh – Amazon Web Services Chuyển đến nội dung chính Filter: Tất cả English Liên hệ với chúng tôi AWS Marketplace Hỗ trợ Tài khoản của tôi Tìm kiếm Filter: Tất cả Đăng nhập vào bảng điều khiển Tạo tài khoản AWS App Mesh Tổng quan Tính năng Giá Bắt đầu Câu hỏi thường gặp Nhiều hơn nữa Sản phẩm › Kết nối mạng và phân phối nội dung › AWS App Mesh Thông báo kết thúc hỗ trợ: Vào ngày 30 tháng 9 năm 2026, AWS sẽ ngừng hỗ trợ AWS AppMesh. Sau ngày 30 tháng 9 năm 2026, bạn sẽ không thể truy cập bảng điều khiển hay tài nguyên AWS AppMesh nữa. Xem bài đăng trên blog để biết thêm thông tin. AWS App Mesh Kết nối mạng ở cấp độ ứng dụng cho tất cả dịch vụ Tại sao nên chọn App Mesh? Phát Lợi ích của App Mesh Hợp lý hóa Hợp lý hóa các hoạt động, triển khai các quy tắc định tuyến lưu lượng truy cập tùy chỉnh, cấu hình và chuẩn hóa cách lưu lượng truy cập đi qua các dịch vụ của bạn. Tối ưu hóa Ghi lại chỉ số, bản ghi và dấu vết từ các ứng dụng của bạn để nhanh chóng xác định và cô lập các sự cố cũng như tối ưu hóa ứng dụng của bạn. Tăng cường bảo mật Tăng cường bảo mật mạng với các biện pháp kiểm soát xác thực và những yêu cầu được mã hóa giữa các dịch vụ – ngay cả trong mạng riêng của bạn. Tạo tài khoản AWS Tìm hiểu AWS là gì? Điện toán đám mây là gì? AI trợ lý ảo là gì? Trung tâm khái niệm về điện toán đám mây Khả năng bảo mật của Đám mây AWS Thông tin mới Blog Thông cáo báo chí Tài nguyên Bắt đầu Đào tạo Trung tâm tin cậy AWS Thư viện giải pháp AWS Trung tâm kiến trúc Câu hỏi thường gặp về sản phẩm và kỹ thuật Báo cáo của chuyên gia phân tích Đối tác AWS Nhà phát triển Trung tâm dành cho nhà kiến tạo SDK và Công cụ .NET trên AWS Python trên AWS Java trên AWS PHP trên AWS JavaScript trên AWS Trợ giúp Liên hệ với chúng tôi Gửi phiếu yêu cầu hỗ trợ AWS re:Post Trung tâm kiến thức Tổng quan về Hỗ trợ AWS Nhận trợ giúp từ chuyên gia Khả năng truy cập AWS Pháp lý English Trở lại đầu trang Amazon là nhà tuyển dung mang lại cơ hội làm việc bình đẳng: Dân tộc thiểu số/Nữ giới/Người khuyết tật/Cựu chiến binh/Bản dạng giới/Xuhướng tình dục/Tuổi tác. x facebook linkedin instagram twitch youtube podcasts email Quyền riêng tư Điều khoản áp dụng cho trang web Tùy chọn cookie © 2026, Amazon Web Services, Inc. hoặc các chi nhánh của Amazon. Bảo lưu mọi quyền. | 2026-01-13T08:48:29 |
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https://aws.amazon.com/resources/analyst-reports/?nc1=f_cc | AWS Analyst Reports Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS › Getting started › Resources Featured | 2025 Gartner Report Magic Quadrant for Data Science and Machine Learning Platforms AWS in Analyst Research Read what Gartner, IDC, and other top analyst firms are saying about AWS. All privileges have been secured to include content on this site for all audiences. Get started with AWS Reports IDC MarketScape Cloud AI Developer Services Vendor Rating 2024 ISG SAP HANA Infrastructure Services Is Your Cloud Resilient Enough? IDC MarketScape: Worldwide Public Cloud Infrastructure as a Service 2025 Vendor Assessment “ AWS is a Leader in the public cloud IaaS market through service breadth and continuous innovation. Their extensive global infrastructure, combined with custom silicon initiatives like Graviton and significant AI investments, positions them uniquely to serve enterprise needs. Their proven track record in scalability, established developer community, and aggressive investments in AI infrastructure, make them the go-to choice for organizations requiring sophisticated cloud capabilities. ” states IDC analyst and report author Dave McCarthy. Read the IDC report 2024 Gartner Report Magic Quadrant for Cloud AI Developer Services In the 2024 Gartner Magic Quadrant, AWS is recognized as a Leader and has been placed highest on Ability to Execute Read the Gartner report Gartner | 2024 Vendor Rating: Amazon Gartner Recognizes Amazon for Receiving an overall Vendor Rating of Positive Read the Gartner report 2024 ISG Report Provider Lens Multi Public Cloud Services Quadrant - SAP HANA Infrastructure Services “AWS offers the most comprehensive services for migrating and hosting SAP workloads on public cloud infrastructure,” Shashank Rajmane, Principal Analyst said in the report. “It provides cost efficiencies and high performance while adhering to all security and compliance regulations.” Read the ISG report Frost and Sullivan | Is Your Cloud Resilient Enough? What to Look for in Cloud Infrastructure Design Did you know AWS delivered an industry leading uptime of 99.54% across APAC from January 2022 to June 2024, through 13 regions and 41 Availability zones? Read the Frost and Sullivan report Analyst Reports Loading Loading Loading Loading Loading Additional Resources AWS content Whitepapers | Explore documents written by independent analysts, the AWS team, and the AWS community on product introductions, framework overviews, and more. AWS in the News | Catch up on the latest AWS news announced by Forbes, TechCrunch, ZDNet, and other media outlets. What's New | Stay up to date on the latest AWS product and service announcements. AWS Podcast | Listen and learn about AWS with hosts Simon Elisha & Jeff Barr. Each episode includes AWS news, tech tips, and interviews with startups, AWS partners, and AWS employees. Peer reviews | With the rapid growth of review platforms for software vendors among individual developers, start-ups, and enterprises around the world, customers are asking for AWS ratings backed by other users. Peer review platforms like G2 Crowd and Gartner Peer Insights allow veteran and new AWS users to join a growing, dynamic community to answer questions, share ideas, and learn about new services and best practices. G2 Crowd | Compare AWS services and read reviews by customers based on satisfaction ratings and user experiences. Gartner Peer Insights | Read what enterprise customers and IT professionals think about AWS on this review platform hosted by Gartner Research. Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
https://aws.amazon.com/app-mesh/faqs/ | AWS App Mesh Frequently Asked Questions - Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Products › Networking & Content Delivery › AWS App Mesh AWS App Mesh FAQs Page topics General 4 Integrations 4 Monitoring, logging, and tracing 2 Traffic control 1 Service-to-Service Authentication 2 General Open all What is AWS App Mesh? AWS App Mesh makes it easy to monitor, control, and debug the communications between services. App Mesh uses Envoy, an open source service mesh proxy which is deployed alongside your microservice containers. App Mesh is integrated with AWS services for monitoring and tracing, and it works with many popular third-party tools. App Mesh can be used with microservice containers managed by Amazon ECS, Amazon EKS, AWS Fargate, Kubernetes running on AWS, and services running on Amazon EC2. Why should I use App Mesh? App Mesh makes it easier to get visibility, security, and control over the communications between your services without writing new code or running additional AWS infrastructure. Using App Mesh, you can standardize how services communicate, implement rules for communications between services, and capture metrics, logs, and traces directly into AWS services and third-party tools of your choice. How does App Mesh work? App Mesh sets up and manages a service mesh for your services. To do this, you run the open source Envoy proxy alongside each service, and App Mesh configures the proxy to handle all communications into and out of each container. App Mesh collects metrics, such as error rates, and connections per second, which can be exported to Amazon CloudWatch using a statsd collector. Using App Mesh APIs, you can route traffic based on path or weights to specific service versions. What is a service mesh? A service mesh is a new software layer that handles all of the communications between services. It provides new features to connect and manage connections between services and is independent of each service’s code, allowing it to work across network boundaries and with multiple service management systems. Integrations Open all How does App Mesh work with Amazon Elastic Container Services (ECS) and AWS Fargate? App Mesh provides new communication, observation, and management capabilities to applications managed by Amazon ECS and AWS Fargate. You add the Envoy proxy image to the task definition. App Mesh manages Envoy configuration to provide service mesh capabilities. App Mesh exports metrics, logs, and traces to the endpoints specified in the Envoy bootstrap configuration provided. App Mesh provides an API to configure traffic routes and other controls between microservices that are mesh-enabled. How does App Mesh work with Amazon Elastic Container Service for Kubernetes (EKS)? Use the open source AWS App Mesh controller and mutating webhook admission controller. These controllers connect your Kubernetes services to App Mesh and ensure that the Envoy proxy is injected into your pods. App Mesh exports metrics, logs, and traces to the endpoints specified in the Envoy bootstrap configuration provided. App Mesh provides an API to configure traffic routes and other controls between microservices that are mesh-enabled. How does App Mesh work with services running on Amazon EC2? Run the Envoy proxy as a container or process on your EC2 instance. Use the AWS-provided container proxy init container, or run your own script, to redirect network traffic on the instance through the proxy. App Mesh manages Envoy configuration to provide service mesh capabilities. App Mesh exports metrics, logs, and traces to the endpoints specified in the Envoy bootstrap configuration provided. App Mesh provides an API to configure traffic routes and other controls between microservices that are mesh-enabled. Why should I use App Mesh instead of AWS Elastic Load Balancers? We recommend using AWS Elastic Load Balancing to handle all internet traffic and traffic from clients that are not within your trust boundary. For internal services that connect to other services within an AWS region, App Mesh provides flexibility, consistency, and a greater degree of control and monitoring for services communications. Monitoring, logging, and tracing Open all What type of monitoring capabilities does App Mesh provide? With App Mesh, you get consistent metrics and logs for every hop between services. These logs and metrics include metadata such as service-names and request identifiers. With these, you can aggregate, filter, a see graphical dashboards of service-to-service communications using tools like Amazon CloudWatch. Common dashboards might include error rates and error codes between your service and dependent services. App Mesh automatically collects traces for each service and makes it easy to visualize a service map with details of all service API calls. These capabilities make it easier to debug and identify the root cause of communication issues between your microservices. Can I use non-AWS tools for monitoring, logging, or tracing with App Mesh? Yes. Yes. App Mesh supports any third-party tool that works with Envoy. This includes Splunk, Prometheus, Jaeger, Flagger, and Grafana, as well as open-tracing solutions like Zipkin and LightStep. Traffic control Open all What type of traffic controls does App Mesh provide? App Mesh gives you a set of client-side controls for traffic routing. App Mesh provides APIs to route traffic between applications based on service names and versions. These capabilities make it easier to deploy new versions of your microservices. Service-to-Service Authentication Open all How does App Mesh support application identity? Mutual TLS (mTLS) provides a way to enforce application identity at transport layer and allow or deny client connections based on the certificate they present. AWS App Mesh has support for enforcing client application identity with X.509 certificates, called mutual transport layer security, or mTLS. In order to configure mTLS, you need to set up the client to provide a certificate to the server service during request initiation, as part of the TLS session negotiation. This certificate is used by the server to identify and authenticate the client, checking the certificate is valid and was issued by a trusted certificate authority (CA), and identifying who the client is by using the Subject Alternative Name (SAN) on the certificate. Why should I use mTLS with AWS App Mesh? Microservices also have particular security needs, including end-to-end traffic encryption and flexible service access control, which can be addressed with a service mesh. The AWS App Mesh mTLS implementation enables your client applications to verify the servers and provides traffic encryption, and mutual TLS offers peer authentication that is used for service-to-service authentication. It adds a layer of security over TLS that allows your services to verify the client making the connection. Breaking down a monolithic application into microservices and running them in a service mesh offers various benefits, including better visibility and smart traffic routing. Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? 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https://podcasts.apple.com/us/podcast/uncanny-valley-wired/id266391367 | Uncanny Valley | WIRED - Podcast - Apple Podcasts Home New Top Charts Search Uncanny Valley | WIRED WIRED 4.1 (479) TECHNOLOGY UPDATED WEEKLY Welcome to Uncanny Valley—an insider look at the people, power, and influence of Silicon Valley—where each week, WIRED’s writers and editors bring you original reporting and analysis about some of the biggest stories in tech. On Tuesdays, WIRED’s Global Editorial Director Katie Drummond sits down with influential figures in culture, politics, business, science, and beyond for a discussion captured through the WIRED lens. On Thursdays, Lauren Goode and Michael Calore to break down a recent story or phenomena bubbling up in Silicon Valley and explain its influence on our daily lives. And on Fridays, Zoë Schiffer brings you everything you need to know this week in tech news. Latest Episode Follow Episodes 6D AGO BIG INTV: Margaret Atwood on Doomscrolling: ‘I Want to Keep Up With the Latest Doom’ On this week’s episode of The Big Interview, the author of The Handmaid’s Tale, Margaret Atwood talks about Elon Musk, political resistance, and why she still has hope for America’s future. Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 54 min 12/23/2025 BIG INTV: CTO Elizabeth Stone On The Future of Netflix: “Personalized, Interactive, Immersive” Netflix CTO Elizabeth Stone is an anomaly. Instead of coding, she spent her twenties getting a PhD in economics. She quietly rose through the ranks in Silicon Valley and is now responsible for leading Netflix’s technology push towards live programming. In this candid conversation, Stone discusses the value of failure, the power behind genuine curiosity, and why she can’t pick her favorite Love is Blind couple. - Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 43 min 12/19/2025 WIRED Roundup: The Five Tech and Politics Trends That Shaped 2025 For better or for worse, this year had it all — from the AI industry shaping the global economy and our lives, to the so-called Department of Government Efficiency (DOGE) taking over U.S federal agencies under Elon Musk’s leadership. In today’s episode, Zoë and WIRED’s executive editor Brian Barrett get together to reflect on some of this year’s key moments — and how they give us important clues as to what we can expect this upcoming year. Articles mentioned in this episode: The AI Data Center Boom Is Warping the US Economy | WIRED The US Needs an Open Source AI Intervention to Beat China | WIRED DOGE Is the Deep State | WIRED ICE Wants to Build Out a 24/7 Social Media Surveillance Team | WIRED The FBI's Jeffrey Epstein Prison Video Had Nearly 3 Minutes Cut Out | WIRED Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 31 min 12/18/2025 Introducing A New Chapter for Uncanny Valley As the year draws to an end, Mike and Lauren have some news to share with listeners. But first, they head over to the pool to unwind and reflect on what they’ll be watching for in the tech space this upcoming year, and what they think should stay behind. Articles mentioned in this episode: OpenAI's Big Bet That Jony Ive Can Make AI Hardware Work | WIRED Tech CEOs Praise Donald Trump at White House Dinner | WIRED IPOs | Latest News, Photos & Videos | WIRED Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 26 min 12/16/2025 BIG INTV: AWS CEO Matt Garman Doesn’t Think AI Should Replace Junior Devs The head of Amazon Web Services has big plans to offer AI tools to businesses, but says that replacing coders with AI is “a non-starter for anyone who's trying to build a long-term company.” Katie sits down to discuss German's vision, and why Amazon could be a dark horse in the AI race. Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 46 min 12/12/2025 WIRED Roundup: Making Art In the AI Era, With Wicked’s Jon. M Chu You don’t have to be a fan of musicals to know about the Wicked film franchise — it’s been everywhere since the first film launched last year, and that’s exactly how director Jon. M Chu wanted it. At WIRED’s Big Interview event last week, senior culture editor Manisha Krishnan sat down with Chu to discuss what it takes to make a blockbuster during a moment of deep changes in the film industry. In today’s episode, we are taking a break from the week’s headlines and bringing you their conversation. Learn about your ad choices: dovetail.prx.org/ad-choices 26 min 12/11/2025 AMD CEO Lisa Su Isn’t Afraid of the Competition Last week, some of the most forward-thinking minds in tech, culture, and politics came together for WIRED’s Big Interview event — a series of live, in-depth conversations with industry leaders. To kick off the event, Lauren sat down with AMD’s CEO Lisa Su. In today’s episode, Mike and Lauren sit down to discuss the key ideas that came up during the interview, as well as the other conversations that caught everyone’s attention during the event. Articles mentioned in this episode: AMD CEO Lisa Su Says Concerns About an AI Bubble Are Overblown | WIRED Can AI Look at Your Retina and Diagnose Alzheimer’s? Eric Topol Hopes So | WIRED San Francisco Mayor Daniel Lurie: ‘We Are a City on the Rise’ | WIRED Watch the Highlights From WIRED’s 2025 Big Interview Event Right Here | WIRED Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 47 min 12/09/2025 BIG INTV: San Francisco Mayor Daniel Lurie: ‘We Are a City on the Rise’ Since taking office, San Francisco’s mayor has been on a quest to revitalize the city and increase public safety. He’s also kept the National Guard out—with a little help from some very powerful friends. Katie sat down with Mayor Lurie (who took off his shoes) on stage at WIRED’s Big Interview Event in San Francisco. Join WIRED’s best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests. Learn about your ad choices: dovetail.prx.org/ad-choices 31 min See All (407) Hosts & Guests LG Lauren Goode Host MC Michael Calore Host ZS Zoë Schiffer Host LF Leah Feiger Guest BM Brian Merchant Guest Ratings & Reviews 4.1 out of 5 479 Ratings Why didn't you ask? 10/14/2025 G.P. mb People are being disappeared, every inch of the admin is corrupt and destroying our country-we're not quibbling over ballrooms. Ethical Altruism has limits Bye I’ll miss you. 12/19/2025 StangStar06' I’ve never really liked the other hosts. So I guess this is a good time to jump ship. So Self-Congratulatory 12/18/2025 BZ ;-) The number of times they talk about about “the great reporting” their “awesome reporters” do has gotten to a point where it’s distracting and annoy. Good content 11/18/2025 Refined Taster Good content. Love the adult-in-the-room Katie Drummond. Other presenters could profit from some vocal coaching. Vocal fry, Valleyspeak uptalk (ending statements with a rising intonation), as well as Tech Bro vocal accents, lots of filler words like “like” in the middle of a sentence. About Welcome to Uncanny Valley—an insider look at the people, power, and influence of Silicon Valley—where each week, WIRED’s writers and editors bring you original reporting and analysis about some of the biggest stories in tech. On Tuesdays, WIRED’s Global Editorial Director Katie Drummond sits down with influential figures in culture, politics, business, science, and beyond for a discussion captured through the WIRED lens. On Thursdays, Lauren Goode and Michael Calore to break down a recent story or phenomena bubbling up in Silicon Valley and explain its influence on our daily lives. And on Fridays, Zoë Schiffer brings you everything you need to know this week in tech news. Information Channel WIRED Creator WIRED Years Active 2007 - 2026 Episodes 407 Rating Clean Copyright © Condé Nast. 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https://www.splunk.com/en_us/devops.html | Observability Products & Solutions | Splunk Deutsch Francais 日本語 한국어 中文 繁體中文 Search Search Platform Back platform Products Cloud Platform Leverage a flexible data platform offered as a service Enterprise Unify security and observability with a data platform Splunkbase Explore 2,000+ Splunk apps and add-ons Platform overview Use Cases Data Optimization Manage critical data, storage, and costs IT Modernization Maximize IT impact with AIOps IT Service Health Analyze service health from one view View all use cases Build digital resilience with Splunk AI Learn more See Splunk Cloud Platform in action Explore the product tour Security Back security Products Enterprise Security Unify TDIR with the AI-powered SecOps platform Security overview Capabilities SIEM Power your SOC with market-leading SIEM SOAR Accelerate and automate response workflows UEBA Alert on anomalies and unusual behavior Attack Analyzer Automate threat analysis and enhance forensics Asset and Risk Intelligence Reduce risk with continuous asset discovery Use Cases Advanced Threat Detection Uncover sophisticated threats and malicious insiders Automation and Orchestration Boost SOC productivity and reduce manual tasks Compliance Access easy auditing and reporting Security Monitoring Centralize data for complete visibility View all use cases Boost SOC productivity with Splunk AI Learn more See why Splunk is an 11-time Leader in the Gartner® Magic Quadrant™ for SIEM Read the analyst report Observability Back observability Products Observability Cloud Gain real-time visibility across any environment IT Service Intelligence Protect service performance with AIOps AppDynamics Optimize apps with full-stack insight Observability overview Use Cases Alert Noise Reduction Prioritize alerts to lower MTTD/MTTR Cloud Monitoring Optimization Troubleshoot faster with metrics and logs End-User Experiences Detect and prevent issues impacting users Microservices Troubleshooting Diagnose root causes and debug issues View all use cases Build a leading observability practice with Splunk AI Learn more See how Splunk is a 3-time Leader in the Gartner® Magic Quadrant™ for Observability Platforms Read the analyst report Industries Back industries Aerospace and Defense Communications and Media Energy and Utilities Financial Services Healthcare Higher Education Manufacturing Nonprofits Online Services Public Sector Retail Technology View all industries Reduce Financial Crime and Fraud in Financial Services Read the brief A Strategic Approach for AI Implementation in Discrete Manufacturing Download now See Across Every System to Maximize Network Resilience Read the e-book Resources Back resources Get Started Get Started with Splunk Splunk Lantern Community and User Groups Customer Success Resource Center Learn Training and Certification Documentation Product Tours Blogs Events .conf26 Why Splunk Why Splunk Awards and Recognition Customer Stories Splunk vs. the Competition Partners Pricing Search Support Back Support Customer Support Support Portal Contact Us Splunk Answers System Status Cisco Support AppDynamics Support Product Security Updates Log In Back Log In Log In Sign Up My Dashboard Instances My Training Logout Trials & Downloads Search Splunk Observability Splunk Observability Splunk Observability Observability Cloud AppDynamics IT Service Intelligence Explainer More Observability Splunk Observability See the business impact of performance problems and fix them fast Free trial Complete business visibility and real-time troubleshooting across any environment Observability for the entire enterprise Splunk Observability ensures digital resilience of your apps, infrastructure, and business processes by providing complete visibility into performance problems, their root causes, and business impact — enabling teams to resolve issues faster and focus on what matters. 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https://open.forem.com/code-of-conduct#attribution | Code of Conduct - Open Forem Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Open Forem Close Code of Conduct Last updated July 31, 2023 All participants of DEV Community are expected to abide by our Code of Conduct and Terms of Service , both online and during in-person events that are hosted and/or associated with DEV Community. Our Pledge In the interest of fostering an open and welcoming environment, we as moderators of DEV Community pledge to make participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of experience, nationality, personal appearance, race, religion, or sexual identity and orientation. 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We will not act on complaints regarding: 'Reverse' -isms, including 'reverse racism,' 'reverse sexism,' and 'cisphobia' Reasonable communication of boundaries, such as 'leave me alone,' 'go away,' or 'I'm not discussing this with you.' Someone's refusal to explain or debate social justice concepts Criticisms of racist, sexist, cissexist, or otherwise oppressive behavior or assumptions Enforcement Violations of the Code of Conduct may be reported by contacting the team via the abuse report form or by sending an email to support@dev.to . All reports will be reviewed and investigated and will result in a response that is deemed necessary and appropriate to the circumstances. Further details of specific enforcement policies may be posted separately. 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Portal","path":"https://developer.twitter.com/en/portal/petition/essential/basic-info"}]" data-cta-enabled="true" data-profile-enabled="true" data-cta-link-new-tab="false" data-root-page-title="Developer Platform"> Developer terms Developer Policy Let's get started X + Developers Using this policy X + Developers Using this policy X + Developers X loves developers. We’re delighted and amazed by the tools and services this community creates by harnessing the power of X data. As part of our commitment to this community, we aim to provide data access that is open and fair for developers, safe for people on X, and beneficial for the X platform as a whole. To further these goals we’ve crafted the Developer Policy as a guide to help people understand our rules and expectations about appropriate API and X Content usage. This Developer Policy (“ Policy ”) provides rules and guidelines for developers who interact with X’s ecosystem of applications, services, website, web pages and content. It is part of your contract with X governing access to and use of the X API and X Content (either as part of the Developer Agreement or other written agreement with X). Policy violations are considered violations of your agreement. This Policy may be changed from time to time without notice. Capitalized terms used in this Policy, which are not defined in this Policy, will have the respective meanings ascribed to them in the Developer Agreement or the Master License Agreement. Using this policy We’ve structured this policy to make it as easy to follow as possible. Please keep information from the following policy sections top of mind as you use the X API and X Content: 1. Set Yourself Up for Success - You are responsible for complying with all X policies. It’s important that you review and understand this Policy, as well as the policies we link to in this document, before you access the X API and X Content. The time spent reviewing our policies may save you hours of rework down the road. 2. Privacy and Control are Essential - Protecting and defending the privacy of people on X is built into the core DNA of our company. As such, we prohibit the use of X data in any way that would be inconsistent with people’s reasonable expectations of privacy. By building on the X API or accessing X Content, you have a special role to play in safeguarding this commitment, most importantly by respecting people’s privacy and providing them with transparency and control over how their data is used. 3. Follow the Platform Usage Guidelines - Getting approved to access the X API and X Content is just the first step. Our Platform Usage Guidelines should be your first stop anytime you have questions about how to ensure policy compliance for your planned use of the X platform. We’ve provided a lot more detail on what each of these three key sections mean below. Please review them carefully to ensure that your usage of the X API and X Content is consistent with our policies. If we believe you are in violation of this Policy (or any other X policy), we may suspend or permanently revoke your access to the X API and X Content. Finally, please note that X may monitor your use of the X API to improve the X Applications, to examine any commercial use, and to ensure your compliance with your approved use case and this Policy. Thanks for reading, and thank you for building with us! We look forward to seeing what you create! Chapter 1 Set yourself up for success Set yourself up for success Set yourself up for success Set yourself up for success You can avoid many potential pitfalls while using the X API by ensuring that your service has been built the right way from day 1. This section of the Developer Policy contains rules that all developers must follow before using the X API or X Content. The Free, Basic, and Pro plans (as described at developer.x.com/en ) are designed for hobbyists, commercial prototyping, early-stage X product integrations, and supporting applications with limited end-users. If you use the X API and X Content beyond this scope, then you must apply (or already subscribe to) an Enterprise plan (as described at developer.x.com/en ). We review all proposed uses of the X developer platform to verify policy compliance — so you’re required to disclose (and update, as applicable) your planned use of the X API and X Content in order to be granted and to maintain access. All new developers must apply for a developer account to access the X API. Current developers without an approved developer account must apply for one as directed to do so by X. As part of this process, you’ll need to provide us with a written description of your intended uses of the X API and X Content. Your use case description is binding on you, and any substantive deviation from it may constitute a violation of our rules and result in enforcement action. You must notify us of any substantive modification to your use case and receive approval before you may begin using X Content for that new purpose. Failure to do so may result in suspension and termination of your API and data access. By building on the X API or accessing X Content, you must comply with ALL X policies. These include this Developer Policy , the Automation Rules , the Display Requirements , the API Restricted Uses Rules , the X Rules , and the X Brand Resources , as well as any other agreements you enter into with X relating to your use of the X API or X Content, including but not limited to the Developer Agreement or a Master Licensing Agreement or Order (as applicable). You must also comply with any modifications to these policies and any new policies launched by X. It is your responsibility to monitor the use of your service and to design your service to prevent violations of X policy by people who use it. Failure to do so may result in suspension or termination of your API and X Content access. You may not register multiple applications for a single use case or substantially similar or overlapping use cases. In this context, a “use case” is a consistent set of analyses, displays, or actions performed via an application. "White label" versions of a tool or service are not permissible. If you plan to “white label” versions of your application, you must notify and receive separate approval from us. As a single exception to these rules, you may create and use a maximum of 3 applications for development, staging, and production instances of the same service. These apps must be registered to a single account, and should be clearly identified (in the name and description) as dev, staging, and prod instances of a single service. You may not use development or staging applications for production purposes. You must keep all API keys or other access credentials private. You may not use, and may not encourage or facilitate others to use, API keys or other access credentials owned by others. Your license agreement with X limits your use of the X API and X Content. Among other things, the X API has rate limits which help to ensure fair data usage and to combat spam on the platform. You may not exceed or circumvent rate limits, or any other limitations or restrictions described in this Policy or your agreement with X, listed on the Developer Site , or communicated to you by X. You may not remove or alter any proprietary notices or marks on X Content received via the X API. This helps to make sure that people know where X Content is coming from, and who it belongs to. For data integrity and platform health reasons, you may not interfere with, intercept, disrupt, or disable any features of the X API or the X service. In other words, use the APIs as intended and documented on developer.x.com . Refer to our HackerOne guidelines for more details about acceptable use. Chapter 2 Privacy and control are essential Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential Consent & permissions Content compliance Off-X matching Your privacy policy Using geo-data X passwords Privacy and control are essential X takes privacy seriously, and we expect everyone using X Content and the X API to do the same. Any use of the X developer platform, X API, or X Content in a manner that is inconsistent with peoples’ reasonable expectations of privacy may be subject to enforcement action, which can include suspension and termination of API and X Content access. Your commitment to privacy and control must extend to all uses of X Content and all aspects of the service that you build using our API. To that end, the people using your service must understand and consent to how you use their data, and how you access X on their behalf. This can be accomplished through providing people with a clear, comprehensive, and transparent privacy policy, as well as ensuring that you get express and informed consent from each person using your service before taking any action on their behalf. Please note that a person authenticating into your service does not by itself constitute consent. Consent & permissions In particular, you must get express and informed consent from people before doing any of the following: Taking any actions on their behalf. This includes (but is not limited to): Posting content to X Following/unfollowing accounts Modifying profile or account information Adding hashtags or any other content to Posts Republishing content accessed by means other than via the X API or other X tools Using someone’s X Content to promote a product or service Storing non-public content such as Direct Messages (DMs), or any other private or confidential information Sharing or publishing protected content, or any other private or confidential information If your service allows people to post content to X you must do the following before publishing: Show exactly what will be published Make it clear to people using your service what geo information (if any) will be added to the content If your service allows people to post content to both your service and X, you must do the following before publishing: Obtain permission to post the content Explain where you will post the content You must respect the protected and blocked status of all X Content. You may not serve content obtained using one person’s authentication token to a different person who is not authorized to view that content. Protected accounts: A protected account ’s content is only available to people who have been approved by the owner to follow that account. So, if you run a service that accesses protected accounts, you may only do so to serve such content to the specific people with permission to view that content. Blocked accounts: People on X are able to block access to their accounts for any reason they choose. Commingling information obtained from tokens (or any other API-based action) to bypass this choice is not permitted. As Direct Messages (DMs) are non-public in nature, services that provide DM features must take extra steps to safeguard personal privacy. You may not serve DM content to people who are not authorized to view that content. If your service provides DM functionality you must also: Notify people if you send read receipt events for DMs. You can do this by providing a notice directly in your service, or by displaying read receipts from other participants in a conversation. Get consent before configuring media to be sent in a DM as "shared" (i.e. reusable across multiple DMs). If you do allow media in a DM to be “shared,” you must provide a clear notice that this content will be accessible to anyone with the media’s URL. Content compliance If you store X Content offline, you must keep it up to date with the current state of that content on X. Specifically, you must delete or modify any content you have if it is deleted or modified on X. This must be done as soon as reasonably possible, or within 24 hours after receiving a request to do so by X or the applicable X account owner, or as otherwise required by your agreement with X or applicable law. This must be done unless otherwise prohibited by law, and only then with the express written permission of X. Modified content can take various forms. This includes (but is not limited to): Content that has been made private or gained protected status Content that has been suspended from the platform Content that has had geotags removed from it Content that has been withheld or removed from X Off-X matching We limit the circumstances under which you may match a person on X to information obtained or stored off-X. Off-X matching involves associating X Content, including a X @handle or user ID, with a person, household, device, browser, or other off-X identifier. You may only do this if you have express opt-in consent from the person before making the association, or as described below. In situations in which you don’t have a person’s express, opt-in consent to link their Xidentity to an off-X identifier, we require that any connection you draw be based only on information that someone would reasonably expect to be used for that purpose. In addition, absent a person’s express opt-in consent you may only attempt to match your records about someone to a X identity based on: Information provided directly to you by the person. Note that records about individuals with whom you have no prior relationship, including data about individuals obtained from third parties, do not meet this standard; and/or Public data. “Public data” in this context refers to: Information about a person that you obtained from a public, generally-available resource (such as a directory of members of a professional association) Information on X about a person that is publicly available, including: Posts Profile information, including an account bio and publicly-stated location Display name and @handle Your privacy policy You must display your service’s privacy policy to people before they are permitted to download, install, or sign up to your service. It must disclose at least the following information: The information that you collect from people who use your service How you use and share that information (including with X) How people can contact you with inquiries and requests regarding their information Your privacy policy must be consistent with all applicable laws, and be no less protective of people than X’s Privacy Policy and the privacy policy of our other services and corporate affiliates . You must cease your access to the X API and the use of all X Content if you are unable to comply with your and/or X’s Privacy Policy. Using geo-data Use of geo data comes with additional restrictions due to the sensitive nature of this information. If your service adds location information to Posts, you must disclose to people: When you add location information Whether you add location information as a geotag or annotations data Whether your location information is listed as a place, or as geographic coordinates If your application allows people to post with their location you must comply with X’s geo guidelines in full. Any use of location data or geographic information on a standalone basis is prohibited. You may not (and may not permit others to) store, aggregate, or cache location data and other geographic information contained in X Content, except as part of a Post. For example, you may not separate location data or geographic information out from Posts to show where individuals have been over time. Heat maps and related tools that show aggregated geo activity (e.g., the number of people in a city using a hashtag) are permitted. X passwords You may not store X passwords, or request that people provide their X password, account credentials, or developer application information (including consumer key) to you directly. We suggest the use of Sign-in with X as the authentication tool to link your service and people on X. Chapter 3 Platform usage guidelines Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Have you taken care to review X’s policies and set up your API access the right way? Does your service follow X’s privacy and control guidelines? If you can answer yes to these two questions, then you are ready to start using the X API and X Content. X’s Platform Usage Guidelines provide the assistance needed to ensure that your use of X Content is compliant from day 1 throughout the lifecycle of your service. We suggest reviewing these rules on a regular basis to make sure that your integration is operating in a way that is safe and beneficial to people on X and the X platform as a whole. Spam, bots, and automation The use of the X API and developer products to create spam, or engage in any form of platform manipulation, is prohibited. You should review the X Rules on platform manipulation and spam , and ensure that your service does not, and does not enable people to, violate our policies. Services that perform write actions, including posting Posts, following accounts, or sending Direct Messages, must follow the Automation Rules . In particular, you should: Always get explicit consent before sending people automated replies or Direct Messages Immediately respect requests to opt-out of being contacted by you Never perform bulk, aggressive, or spammy actions, including bulk following Never post identical or substantially similar content across multiple accounts If you’re operating an API-based bot account you must clearly indicate what the account is and who is responsible for it. You should never mislead or confuse people about whether your account is or is not a bot. A good way to do this is by including a statement that the account is a bot in the profile bio. X performance benchmarking You may not use the X API to measure the availability, performance, functionality, or usage of X for benchmarking, competitive, or commercial purposes. For example, you should never use the X API to: Calculate aggregate X metrics, such as the total number of Monthly Actives (MAs) or Daily Actives (DAs) Calculate aggregate X Post metrics, such as the total number of Posts posted per day, or the number of account engagements Measure or analyze the responsiveness of X Measure or analyze spam or security on X, except as permitted below We support research that helps improve conversational health on X. You may not publicly disclose any research or findings concerning, or develop, create, or offer services using, the X API or X Content that measure, analyze, or attempt to identify behaviors or content which violate X policies without express written permission from X. DSA Researchers: If you need to contact X relating to access under Art. 40 of the Digital Services Act, please contact EU-Questions@X.com . If you wish to apply for researcher access, please submit an application . Public display of Posts You must maintain the integrity of all X Content that you display publicly or to people who use your service. If you don’t use X for Websites to display content, then you must use the X API to retrieve the most current version available for display. If displayed content ceases to be available through the X API, then you must remove it from your service as soon as reasonably possible, or within 24 hours after the receipt of a removal request from X, or the applicable X account owner, or as otherwise required by applicable law. There are specific rules you must follow if you display X Content offline. Follow the guidelines for using Posts in broadcast if you display Posts offline. If you embed or display Posts, you must contact us about your X API access if your site exceeds 10 million daily impressions. X reserves the right to require additional terms as a condition to your use of the X API. Additional restrictions on X for Websites developer use include: Embedded Posts and/or embedded timelines You must provide people with legally sufficient notice that fully discloses X’s collection and use of data about browsing activities on your website, including for interest-based advertising and personalization. You must also obtain legally sufficient consent from people for such collection and use You must provide legally sufficient instructions on how people can opt out of X’s interest-based advertising and personalization as described here X for Websites widgets You must ensure that people are provided with clear and comprehensive information about, and consent to, the storing and accessing of cookies or other information on their devices as described in X’s cookie use , where providing such information and obtaining such consent is required by law Services targeted to children under 13 Services targeted to children under 13 must opt out of tailoring X in any embedded Post and/or embedded timelines by setting the opt-out parameter to be ‘true’ as described here Content redistribution The best place to get X Content is directly from X. Consequently, we restrict the redistribution of X Content to third parties. If you provide X Content to third parties, including downloadable datasets or via an API, you may only distribute Post IDs, Direct Message IDs, and/or User IDs (except as described below). In total, you may not distribute more than 1,500,000 Post IDs to any entity (inclusive of multiple individuals associated with a single entity) within any 30 day period unless you have received written permission from X. In addition, developers may provide up to 500 public Posts Objects and/or User Objects to each person who uses your service on a daily basis if this is done via non-automated means (e.g., download of spreadsheets or PDFs). Academic researchers are permitted to distribute Post IDs and/or User IDs solely for the purposes of non-commercial research on behalf of an academic institution, and that has been approved by X in writing, or peer review or validation of such research. Only as many Post IDs or User IDs that is necessary for such research, and has been approved by X may be used. Any X Content provided to third parties remains subject to this Policy, and those third parties must agree to the X Terms of Service , Privacy Policy , Developer Agreement , and Developer Policy before receiving such downloads. You may not enable any entity to circumvent any other limitations or restrictions on the distribution of X Content as contained in this Policy , the Developer Agreement , or any other agreement with X. Note: This Section does not apply to researchers with X API access via Art. 40 of the EU Digital Services Act (2022) (“ DSA ”), who are instead subject to the procedures and restrictions set forth in the DSA and the Developer Agreement. Pay to engage Your service shouldn’t compensate people to take actions on X, as that results in inauthentic engagement that degrades the health of the platform. As you use the X API you may not sell or receive monetary or virtual compensation for any X actions. This includes, but is not limited to, Posts, follows, unfollows, reposts, likes, comments, and replies. Service authenticity You must clearly identify your service so that people can understand its source and purpose. Don’t use names, logos, or URLs that mask your service’s identity and features, or that falsely imply an affiliation with X or third parties. Note that creating applications for the purpose of selling names, or to prevent others from using names, is prohibited. You may not use any URL (including shortened URLs) for your service that directs people to: A site that is unrelated to your service A spam or malware site A site that encourages people to violate X policy X name, logo, and likeness You may only use and display the X name and logo to identify X as the source of X Content. You should never use the X name and logo, the X Official Partner Program badge, or any other similar marks or names in a manner that creates a false sense of endorsement, sponsorship, or association with X. The X Brand Resources contain detailed information to help you use the X brand in the right way. You may only use the X Verified Account badge and any other enhanced account categorization as it is reported to you by X through the API. This helps people know that the content your service displays is equivalent to that shown on X. Advertising on X There are restrictions regarding how and where you are allowed to advertise around X Content. To start, your advertisements can’t resemble or reasonably be confused by people as a Post. Other rules on advertising include: There must be a clear separation between X Content and your advertisements. You may not place any advertisements within the X timeline other than X Ads. X reserves the right to serve advertising via the X API. If you decide to serve X Ads once we start delivering them via the API, we will share a portion of advertising revenue with you in accordance with the relevant terms and conditions. You may not use X Content, or information obtained from the X API to target people with advertising outside of the X platform. Chapter 4 Rules for specific X services or features X login X Cards Definitions X login X Cards Definitions The following additional rules apply for any use of the X services or features listed below: X login You must present people with easy to find options to log into and out of X, for example via the OAuth protocol. The Sign in with X option must be displayed at least as prominently as any other sign-up or sign-in feature on your service. You must also provide people without a X account the opportunity to create one via X. Once someone on your service authenticates via Sign in with X you must clearly display their X identity. 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https://aws.amazon.com/faqs/?nc1=f_dr | AWS FAQs - Frequently Asked Questions about Products and Concepts - AWS Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS › Products › AWS FAQs AWS FAQs Product-related FAQsSelect from the following list of Product and Technical FAQs. Browse through these FAQs to find answers to commonly raised questions. If you're a new customer of one of the services below, we encourage you to read through the relevant articles. Product-related FAQs Select from the following list of Product and Technical FAQs. Browse through these FAQs to find answers to commonly raised questions. If you're a new customer of one of the services below, we encourage you to read through the relevant articles. 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You'll find easy-to-understand info about broad topics such as "What is machine learning?" and "What is data science?" These articles are intended to help you up-level your understanding of frequently asked cloud computing topics. What is a SQL database? What are AI Agents? What is Enterprise AI? What is AI Coding? What is Text to Speech (TTS)? What is Contact Management? What is Container Orchestration? What is Continuous Testing? What is Distributed Tracing? What is EDI? What is EAI? What is K8s Cluster? What is MAM? What is Operational Intelligence? What is RAG? What is SaaS Integration? What is Transfer Learning? What is a Transformer in AI? What is Video Transcoding? What is Cloud Management? What is Customer Data Platform (CDP)? What is a Data Catalog? What is Full Stack Development? What is Application Integration? What is Business Analytics? What is Unit Testing? What is AIOps? What is MLOps? What is GPU? What is Data Migration? What is Advanced Analytics? 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What is caching? What is big data? What is a full stack developer? What is a data lake house? What is a chatbot? What is a CDN? What are NoSQL databases? What are microservices? What is OpenSearch? What is MongoDB? What is DevOps? What is a data lake? What is Docker? What is IPSEC? What is Jaeger? What is SSO (Single Sign On)? What is VPS (Virtual Private Server)? What is Event-Driven Architecture (EDA)? What is ETL? What is Grid Computing? What is Quantum Computing? What is Cloud File Storage? What is Application Lifecycle Management (ALM)? What is Software as a Service (SaaS)? What is Hybrid Cloud? What is a Data Center? What is Data Mining? Cloud comparison tool FAQs The Cloud Comparison Tool features content that helps readers understand common use cases for when to use one cloud solution or another. Compare and contrast cloud solutions and learn the nuances of different use cases that work best for your situation. Kafka vs Redis ACID vs BASE Database Cassandra vs HBase Data Science vs AI Dedicated Server vs VPS IPv4 vs IPv6 RabbitMq vs Redis Docker Images vs Containers MariaDB vs PostgreSQL Supervised vs Unsupervised Machine Learning Kafka vs Spark VDI vs VPN Public vs Private Cloud NFS vs CIFs Redis vs MongoDB Web Server vs Application Server SQL vs MySQL XML vs HTML Linear vs Logistic Regression YAML vs JSON Business Intelligence vs Machine Learning Docker vs VM Throughput vs Latency Incremental vs Differential vs Other Backups ETL vs ELT APT vs APT-GET Monlithic vs Microservice Frontend vs Backend MariaDB vs MySQL Artificial Intelligence vs Machine Learning Machine Learning vs Deep Learning SSL vs TLS JSON vs XML SSD vs HDD Containers vs Virtual Machines Data Lake vs Data Warehouse vs Data Mart LAN vs WAN Logical vs Physical Data Model Monitoring vs Observability Demand vs Reserved Instances Terraform vs K8s ALB vs NLB vs GLB Structured vs Unstructured Data Deep Learning vs Neural Networks Graph vs Relational Databases NFS vs iSCSI SaaS vs On-premises Kafka vs Redis Type 1 vs Type 2 Hypervisors Agile vs DevOps SOA vs Microservices Block vs File vs Object Storage Microservices vs APIs MongoDB vs PostgreSQL NFS vs SMB gRPC vs REST RPC vs REST MongoDB vs MySQL Microprocessors vs Microcontrollers Cassandra vs MongoDB Relational vs. Non-relational Databases SDK vs API Kafka vs RabbitMQ Proxy vs VPN GraphQL vs Rest API Hadoop vs Spark Kubernetes vs Docker HTTPS vs HTTP SOAP vs REST MySQL vs PostgreSQL Web Apps vs. Native Apps vs. Hybrid GPU vs CPU OLAP vs OLTP AWS Seller of Record FAQs The Seller of Record (SoR) content helps Customers understand their billing, payment, tax regulations and contracting party for each jurisdiction. 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For more information about SoRs, see Finding the seller of record. › AWS Australia FAQs - this page provides additional information for customers located in Australia. › AWS SBL FAQs - this page provides additional information for customers located in Brazil. › AWS Canada FAQs - this page provides additional information for customers located in Canada. › AWS India FAQ s - this page provides additional information for customers located in India. › AWS Japan FAQs - this page provides additional information for customers located in Japan. › AWS Malaysia FAQs - this page provides additional information for customers located in Malaysia. › AWS New Zealand FAQ s - this page provides additional information for customers located in New Zealand. › AWS Singapore FAQs - this page provides additional information for customers located in Singapore. › AWS South Africa FAQs - this page provides additional information for customers located in South Africa › AWS South Korea FAQs - this page provides additional information for customers located in South Korea. › AWS Turkey FAQs - this page provides additional information for customers located in Türkiye. › AWS Europe FAQs - this page provides additional information for customers located in Europe, the Middle East, or Africa (other than South Africa). AWS Free Tier Offerings View all AWS free tier offerings Free Tier Registration FAQs Free Tier FAQs Free analytics services Free cloud object storage Compare free cloud servers Free cloud server Free container services Free DevOps services Free IoT services Free networking and content delivery services Free app integration services Free compute services Free machine learning services Free database services Free websites and webapps Free cloud storage Free end user computing services Free cloud migration services Free cloud security services Free serverless computing services Get Started with AWS for Free Products & Services AWS FAQs Related Links AWS Support Discussion Forums Service Health Dashboard Contact Us Support Center AWS Products & Services Get Started with AWS for Free Create Free Account Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? 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https://aws.amazon.com/training/?nc1=f_cc | AWS Training and Certification Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Training and Certification Get Trained Get Certified Develop Your Team AWS Partner Training AWS Cloud Institute More AWS › Training and Certification AWS Training and Certification Cloud skills and credentials that fuel innovation, accelerate impact, and change lives Explore digital training Develop your team Explore what’s new Digital training Grow your generative AI career with training content built by AWS experts Explore further Digital training Develop real-world AWS skills with immersive learning Learn more AWS Cloud Institute Become a cloud developer in as little as 9 months – no tech background needed Get started Get started with training by role or domain Cloud Practitioner Beginners start here. Learn cloud fundamentals and best practices. Explore training Solutions Architect Learn to design highly available systems. Explore training Developer Learn to develop applications for the cloud. Explore training Machine Learning and Artificial Intelligence Learn how to apply machine learning, artificial intelligence, and deep learning to innovate faster. Explore training Security Learn the processes and best practices for AWS security. Explore training Data analytics Learn to design, build, secure, and maintain analytics solutions. Explore training Explore more roles and domains Find training for more roles and domains. Explore more training Ways to learn Digital training Begin learning by accessing 600+ free digital courses, curated by the experts at AWS. Unlock diverse lab experiences and more by becoming an AWS Skill Builder subscriber. Explore digital training AWS Certification Exam preparation Prepare for certification exams with training and materials that complement your hands-on AWS experience. Learn more Training for AWS Partners Build practical skills and cloud expertise with engaging and interactive learning experiences designed for AWS Partners. Learn more Free training events Join us for free, fun, and interactive training on Twitch, virtual events, and more. Find upcoming events Classroom training Ask questions, work through solutions in person, and get feedback from AWS-accredited instructors with deep technical knowledge. Learn more AWS Educate Join AWS Educate for free cloud content and labs curated for individuals as young as 13, plus access to an exclusive job board and the AWS Emerging Talent Community. Learn more Build Your AWS Cloud skills with Ramp-Up Guides Our downloadable Ramp-Up Guides offer a variety of resources to help build your skills and knowledge of the AWS Cloud. Each guide, features carefully selected digital training, classroom courses, videos, whitepapers, certifications and more to remove the guesswork of learning AWS. Download the Generative AI Ramp-Up Guide Benefits of AWS Training and Certification Learn at your own pace Explore self-paced digital training that's available on demand when and where it's convenient for you. Take the next step in your cloud journey and learn by doing with interactive digital training, available on-demand as part of AWS Skill Builder subscriptions. Train with an AWS expert Build technical skills and learn best practices from an accredited instructor. Choose in-person or virtual courses. Choose your training path Follow a recommended learning plan for a specific domain or job role. You can also skip around—it's flexible. Get AWS Certified Validate your AWS Cloud skills and enhance your credibility with an industry-recognized credential virtually with online proctoring or in a testing center. What people are saying Find out what learners and leaders are saying about the transformative impact of building AWS Cloud skills. Learn more BMW Upskills 2,500 Employees in AWS Play Explore more AWS Training AWS Training Partners Innovate globally, educate locally when you work with a global AWS Training Partner who is trusted to deliver official AWS-authored digital and classroom training. Find an AWS Training Partner AWS Ramp-Up Guides Explore AWS Ramp-Up Guides for resources to help you build your AWS Cloud skills by role, solution, or industry. Browse Ramp-Up Guides FAQs Still have questions about training? View AWS Training FAQ Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? 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https://aws.amazon.com/solutions/?nc1=f_cc | AWS Solutions Library | Amazon Web Services | AWS Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Solutions Library Industry Cross-Industry Technology Organization Type Browse By More AWS › AWS Solutions Library AWS Solutions Library Vetted solutions and guidance for business and technical use cases Solve common challenges faster We develop solutions that address our customers' most common challenges across a range of industry and technical use cases. Each solution is thoroughly vetted by AWS architects for reliability, security, and cost-efficiency. We've packaged everything you need—from detailed guides to deployable code—making it easier than ever to get started and deliver business value faster. Play Popular solutions AWS Solution Innovation Sandbox on AWS Accelerate your cloud innovation with secure, cost effective, and recyclable temporary sandbox environments Learn more AWS Solution Generative AI Application Builder on AWS Accelerates development and streamlines experimentation by helping you ingest your business-specific data and documents, evaluate and compare the performance of large language models (LLMs), rapidly build extensible applications, and deploy those applications with an enterprise-grade architecture. Learn more AWS Solution Distributed Load Testing on AWS Deploy a solution that provisions the products and services necessary to automate application load testing. Learn more Guidance Generative AI Deployments using Amazon SageMaker JumpStart This Guidance demonstrates how to deploy a generative artificial intelligence (AI) model provided by Amazon SageMaker JumpStart to create an asynchronous SageMaker endpoint with the ease of the AWS Cloud Development Kit (AWS CDK). Learn more Guidance Intelligent Document Processing on AWS This Guidance helps you automate document processing with AWS Artificial Intelligence (AI) services. Learn more Guidance Cloud Intelligence Dashboards on AWS This solution demonstrates how to deploy Cloud Intelligence Dashboards in your AWS environment using AWS CloudFormation templates or command line tools. Learn more Customer success stories Learn how customers accelerated their cloud journeys with solutions from AWS 1 / 3 Case study TUI Enhances Security Control Management with Automated Security Response on AWS Read the case study Case study Testing Big Projects Using Distributed Load Testing on AWS with Sony Music Solutions Inc. Read the case study Case study Notorious Studios Builds a Scalable Game Analytics Pipeline for Player Research on AWS Read the case study Case study TUI Enhances Security Control Management with Automated Security Response on AWS Read the case study Case study Testing Big Projects Using Distributed Load Testing on AWS with Sony Music Solutions Inc. Read the case study Case study Notorious Studios Builds a Scalable Game Analytics Pipeline for Player Research on AWS Read the case study Find solutions by category Loading Loading Loading Loading Loading Browse all solutions Loading Loading Loading Loading Loading MadeiraMadeira "At MadeiraMadeira, ensuring the performance and scalability of our applications is essential, especially during high-traffic periods like Black Friday. With Distributed Load Testing on AWS, we are able to simulate complex large-scale scenarios and accelerate our non-functional validations. This AWS Solution removed technical barriers and helped us build greater confidence in our releases while keeping customer experience a top priority." Michel Augusto, Quality Assurance Specialist Did you find what you were looking for today? Let us know so we can improve the quality of the content on our pages Yes No Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
https://aws.amazon.com/products/networking/ | Networking and Content Delivery on AWS – Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Networking & Content Delivery Overview Solution Areas Partners Products › AWS Networking and Content Delivery AWS Networking and Content Delivery Run every workload on a secure and reliable global network Overview Get the broadest and deepest set of networking and content delivery services in the world with AWS. Run applications with the highest level of reliability, security, and performance in the cloud. Play Benefits Most secure Meet the most stringent security requirements in the world with AWS networking capabilities. Ensure the confidentiality, integrity, and availability of your data through 24/7 infrastructure monitoring. Highest network availability Maintain the highest availability levels for your mission-critical workloads using the AWS Region/Availability Zone (AZ) model. Industry analysts recognize the AZ model as the recommended approach for running enterprise applications requiring high availability. Consistent high performance Run your workloads using the highest throughput and lowest latency cloud network. Use the AWS network to provide your customers with faster, more responsive applications. Broadest global coverage Deliver applications and content anywhere in the world over a purpose-built network. AWS offers the largest global infrastructure footprint of any provider. Maximize efficiency and lower costs by migrating to AWS Analyst firm, Enterprise Strategy Group, validated that organizations reduced networking, compute, and storage costs by up to 66% by migrating to AWS. Read the report AWS networking and content delivery services Network foundations Customize and control your networking environment with Amazon Virtual Private Cloud (VPC) Learn more AWS Transit Gateway Simplify your network with VPCs and on-premises networks connected to a single gateway Learn more AWS PrivateLink Establish private connectivity between VPCs and AWS or on- premises services Learn more Application networking Amazon VPC Lattice Simplify service-to-service connectivity, security, and monitoring Learn more AWS AppMesh Connect containers and microservices with application-level networking Learn more AWS API Gateway Create, maintain, and secure APIs at any scale Learn more AWS Cloud Map Discover and access the most up-to-date service resources Learn more Elastic Load Balancing Distribute network traffic to improve application scalability Learn more Edge networking Amazon CloudFront Deliver data, videos, applications, and APIs at high transfer speeds with low latency Learn more Amazon Route 53 Drive end users to internet applications with a low-cost managed Domain Name System (DNS) Learn more AWS Global Accelerator Optimize user traffic to your application Learn more Connectivity AWS Direct Connect Establish a private, dedicated AWS connection to your data center, office, or colocation environment Learn more AWS Site-to-Site VPN Create an encrypted network connection to your Amazon VPCs or AWS Transit Gateways Learn more AWS Client VPN Connect your remote workforce to AWS or on-premises with a Virtual Private Network (VPN) Learn more AWS Cloud WAN Easily build, manage, and monitor global wide area networks Learn more AWS Interconnect – multicloud (Preview) Simple, resilient, high-speed private connections to other cloud service providers Learn more AWS Interconnect - last mile (Gated Preview) Connect your remote locations to AWS with just a few clicks Learn more Network security AWS Shield Safeguard AWS applications against distributed denial of service (DDoS) attacks Learn more AWS WAF Protect your web applications from common web exploits Learn more AWS Network Firewall Deploy network security across your Amazon VPCs Learn more AWS Firewall Manager Centrally configure and manage firewall rules Learn more Solution areas Build strong network foundations Keep tabs on your complex network traffic with AWS network foundations. Simplify resource launch, network management, connectivity, and traffic monitoring with services including Amazon VPC, AWS Transit Gateway, AWS PrivateLink, Amazon VPC Flow Logs, and VPC Traffic Mirroring. Learn more Connect hybrid infrastructure Link your services running in AWS and your premises with secure and efficient network communication. AWS hybrid connectivity solutions provide an array of connection types and services for building hybrid networks that work seamlessly from cloud to on-premises to the network edge. Learn more Deliver faster, more secure applications with edge networking Deliver user applications and data with increased security and low-latency using edge networking. Move traffic off the internet and on to the world’s most secure, best performing cloud network. Amazon CloudFront, AWS Global Accelerator, and Amazon Route 53 securely deliver your data with low latency and high throughput. Learn more Streamline application networking Simplify and improve your application’s network architecture with AWS application networking. Elastic Load Balancing (ELB), AWS Global Accelerator (AGA), and AWS App Mesh work together to provide improved security, availability, performance, and streamlined monitoring capabilities. Learn more Featured Solutions on AWS Discover Purpose-Built Services, AWS Solutions, Partner Solutions, and Guidance to rapidly address your business and technical use cases. Network Orchestration for AWS Transit Gateway Automate the process of setting up and managing transit networks in distributed AWS environments. Visualize and monitor your global network from a single dashboard in the AWS Console so that you can control, audit, and approve (transit) network changes. 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https://dev.to/ivanjurina | Ivan Jurina - 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 Forem Close Follow User actions Ivan Jurina Skateboarding and programming enthusiast Joined Joined on Apr 19, 2022 github website Education Mendel University Work Developer More info about @ivanjurina Badges 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 Skills/Languages C#, .NET MVC,.NET core Azure Web App, Azure Functions, Azure DevOps, Azure Pipelines UML, Visual Paradigm, Enterprise Architect git, SQL, unix, python Post 3 posts published Comment 0 comments written Tag 10 tags followed I built a free URL shortener with QR codes and click tracking — looking for feedback Ivan Jurina Ivan Jurina Ivan Jurina Follow Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # microsaas # url # qrcode # minimalink 1 reaction Comments Add Comment 1 min read I built a free URL shortener with QR codes and click tracking — looking for feedback Ivan Jurina Ivan Jurina Ivan Jurina Follow Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # discuss # showdev # tooling # webdev 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 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 | 2026-01-13T08:48:29 |
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| 2026-01-13T08:48:29 |
https://stripe.com/it-si/privacy | Contatta via chat il reparto vendite di Stripe Privacy Policy Stripe logo Ufficio legale Stripe Privacy Policy & Privacy Center Informativa sulla privacy Informativa sull'utilizzo dei cookie Quadro giuridico della privacy dei dati Elenco di fornitori di servizi Accordo sul trattamento dei dati Supplier Data Processing Agreement Centro privacy di Stripe Privacy Policy This Privacy Policy will be updated on January 16, 2026. Please review the upcoming changes here . Last updated: January 16, 2025 This Privacy Policy includes important information about your personal data and we encourage you to read it carefully. Welcome We provide financial infrastructure for the internet. Individuals and businesses of all sizes use our technology and services to facilitate purchases, accept payments, send payouts, and manage online businesses. This Privacy Policy (“Policy”) describes the Personal Data that we collect, how we use and share it, and details on how you can reach us with privacy-related inquiries. The Policy also outlines your rights and choices as a data subject, including the right to object to certain uses of your Personal Data. Depending on the activity, Stripe assumes the role of a “data controller” and/or “data processor” (or “service provider”). For more details about our privacy practices, including our role, the specific Stripe entity responsible under this Policy, and our legal bases for processing your Personal Data, please visit our Privacy Center . Defined Terms In this Policy, “Stripe”, “we”, “our,” or “us” refers to the Stripe entity responsible for the collection, use, and handling of Personal Data as described in this document. Depending on your jurisdiction, the specific Stripe entity accountable for your Personal Data might vary. Learn More . “Personal Data” refers to any information associated with an identified or identifiable individual, which can include data that you provide to us, and that we collect about you during your interaction with our Services (such as device information, IP address, etc.). “Services” refers to the products, services, devices, and applications, that we provide under the Stripe Services Agreement (“Business Services”) or the Stripe Consumer Terms of Service (“End User Services”); websites (“Sites”) like Stripe.com and Link.com; and other Stripe applications and online services. We provide Business Services to entities (“Business Users”). We provide End User Services directly to individuals for their personal use. “Financial Partners” are financial institutions, banks, and other partners such as payment method acquirers, payout providers, and card networks that we partner with to provide the Services. Depending on the context, “you” might be an End Customer, End User, Representative, or Visitor: End Users. When you use an End User Service, such as saving a payment method with Link, for personal use we refer to you as an “End User.” End Customers. When you are not directly transacting with Stripe, but we receive your Personal Data to provide Services to a Business User, including when you make a purchase from a Business User on a Stripe Checkout page or receive payments from a Business User, we refer to you as an “End Customer.” Representatives. When you are acting on behalf of an existing or potential Business User—perhaps as a company founder, account administrator for a Business User, or a recipient of an employee credit card from a Business User via Stripe Issuing—we refer to you as a “Representative.” Visitors. When you interact with Stripe by visiting a Site without being logged into a Stripe account, or when your interaction with Stripe does not involve you being an End User, End Customer, or Representative, we refer to you as a “Visitor.” For example, you are a Visitor when you send a message to Stripe asking for more information about our Services. In this Policy, “Transaction Data” refers to data collected and used by Stripe to facilitate transactions you request. Some Transaction Data is Personal Data and may include: your name, email address, contact number, billing and shipping address, payment method information (like credit or debit card number, bank account details, or payment card image chosen by you), merchant and location details, amount and date of purchase, and in some instances, information about what was purchased. 1. Personal Data that we collect and how we use and share it 2. More ways we collect, use and share Personal Data 3. Legal bases for processing data 4. Your rights and choices 5. Security and retention 6. International data transfers 7. Updates and notifications 8. Jurisdiction-specific provisions 9. Contact us 10. US Consumer Privacy Notice 1. Personal Data we collect and how we use and share it Our collection and use of Personal Data differs based on whether you are an End User, End Customer, Representative, or Visitor, and the specific Service that you are using. For example, if you're a sole proprietor who wants to use our Business Services, we may collect your Personal Data to onboard your business; at the same time, you might also be an End Customer if you've bought goods from another Business User that is using our Services for payment processing. You could also be an End User if you used our End User Service, such as Link, for those transactions. 1.1 End Users We provide End User Services when we provide the Services directly to you for your personal use (e.g., Link). Additional details regarding our collection, usage, and sharing of End User Personal Data, including the legal bases we rely on for processing such data, can be found in our Privacy Center . a. Personal Data we collect about End Users Using Link or Connecting your bank account . Stripe offers a service called "Link," which allows you to create an account and store information for future interactions with Stripe’s Services and Business Users. You may save a number of different kinds of Personal Data using Link. For instance, you may save your name, payment method details, contact information, and address to conveniently use saved information to pay for transactions across our Business Users. When you choose to pay with Link, we will also collect Transaction Data associated with your transactions. Learn More . You can also share and save bank account details to your Link account using Stripe’s Financial Connections product. When you use Financial Connections, Stripe will periodically collect and process your account information (such as bank account owner information, account balances, account number and details, account transactions, and, in some cases, log-in credentials). You can ask us to cease the collection of such data at any time. Learn More . You can also use your Link account to access services provided by Stripe’s partner businesses, such as Buy Now, Pay Later (BNPL) services or crypto wallet services. In these situations, we will collect and share additional Personal Data with partner businesses to facilitate your use of such services. You can save this information to your Link account to access similar services in the future. We may also receive certain information about you from partner businesses in connection with the services they provide. Learn More . Finally, you can use Link to store your identity documents (such as your driver’s license) so that you can share them in future interactions with Stripe or its Business Users. Paying Stripe . When you purchase goods or services directly from Stripe, we receive your Transaction Data. For instance, when you make a payment to Stripe Climate, we collect information about the transaction, as well as your contact and payment method details. Identity/Verification Services . We offer an identity verification service that automates the comparison of your identity document (such as a driver’s license) with your image (such as a selfie). You can separately consent to us using your biometric data to enhance our verification technology, with the option to revoke your consent at any time. Learn More . More . For further information about other types of Personal Data that we may collect about End Users, including about your online activity and your engagement with our End User Services, please see the More ways we collect, use, and share Personal Data section below. b. How we use and share Personal Data of End Users Services . We use and share your Personal Data to provide the End User Services to you, which includes support, personalization (such as language preferences and setting choices), and communication about our End User Services (such as communicating Policy updates and information about our Services). For example, Stripe may use cookies and similar technologies or the data you provide to our Business Users (such as when you input your email address on a Business User’s website) to recognize you and help you use Link when visiting our Business User’s website. Learn more about how we use cookies and similar technologies in Stripe’s Cookie Policy . Our Business Users. When you use Link to make payments with our Business Users, we share your Personal Data, including name, contact information, payment method details, and Transaction Data with those Business Users. Learn More . You can also direct Stripe to share your saved bank account information and identity documents with Business Users you do business with. Once we share your Personal Data with Business Users, we may process that Personal Data as a Data Processor for those Business Users, as detailed in Section 1.2 of this Policy. You should consult the privacy policies of the Business Users’ you do business with for information on how they use the information shared with them. Fraud Detection and Loss Prevention . We use your Personal Data collected across our Services to detect fraud and prevent financial losses for you, us, and our Business Users and Financial Partners, including detecting unauthorized purchases. We may provide Business Users and Financial Partners, including those that use our fraud prevention-related Business Services (such as Stripe Radar), with Personal Data about you (including your attempted transactions) so that they can assess the fraud or loss risk associated with the transaction. Learn more about how we may use technology to assess the fraud risk associated with an attempted transaction and what information we share with Business Users and Financial Partners here and here . Advertising . Where permitted by applicable law, we may use your Personal Data, including Transaction Data, to assess your eligibility for, and offer you, other End User Services or promote existing End User Services, including through co-marketing with partners such as Stripe Business Users. Learn more . Subject to applicable law, including any consent requirements, we use and share End User Personal Data with third party partners to allow us to advertise our End User Services to you, including through interest-based advertising, and to track the efficacy of such ads. We do not transfer your Personal Data to third parties in exchange for payment, but we may provide your data to third-party partners, such as advertising partners, analytics providers, and social networks, who assist us in advertising our Services to you. Learn more . More . For further information about ways we may use and share End Users' Personal Data, please see the More ways we collect, use, and share Personal Data section below. 1.2 End Customers Stripe provides various Business Services to our Business Users, which include processing in-person or online payments or payouts for those Business Users. When acting as a service provider—also referred to as a Data Processor—for a Business User, we process End Customer Personal Data in accordance with our agreement with the Business User and the Business User's lawful instructions. This happens, for example, when we process a payment for a Business User because you purchased a product from them, or when the Business User asks us to send you funds. Business Users are responsible for ensuring that the privacy rights of their End Customers are respected, including obtaining appropriate consents and making disclosures about their own data collection and use associated with their products and services. If you're an End Customer, please refer to the privacy policy of the Business User you're doing business with for its privacy practices, choices, and controls. We provide more comprehensive information about our collection, use, and sharing of End Customer Personal Data in our Privacy Center , including the legal bases we rely on for processing your Personal Data. a. Personal Data we collect about End Customers Transaction Data . If you're an End Customer making payments to, receiving refunds or payments from, initiating a purchase or donation, or otherwise transacting with our Business User, whether in-person or online, we receive your Transaction Data. We may also receive your transaction history with the Business User. Learn More . Additionally, we may collect information entered into a checkout form even if you opt not to complete the form or transaction with the Business User. Learn More . A Business User who uses Stripe’s Terminal Service to provide its goods or services to End Customers may use the Terminal Service to collect End Customer Personal Data (like your name, email, phone number, address, signature, or age) in accordance with its own privacy policy. Identity/Verification Information . Stripe provides a verification and fraud prevention Service that our Business Users can use to verify Personal Data about you, such as your authorization to use a particular payment method. During the process, you’d be asked to share with us certain Personal Data (like your government ID and selfie for biometric verification, Personal Data you input, or Personal Data that is apparent from the physical payment method like a credit card image). To protect against fraud and determine if somebody is trying to impersonate you, we may cross-verify this data with information about you that we've collected from Business Users, Financial Partners, business affiliates, identity verification services, publicly available sources, and other third party service providers and sources. Learn More . More . For further information about other types of Personal Data that we may collect about End Customers, including about your online activity, please see the More ways we collect, use, and share Personal Data section below. b. How we use and share Personal Data of End Customers To provide our Business Services to our Business Users, we use and share End Customers' Personal Data with them. Where allowed, we also use End Customers' Personal Data for Stripe’s own purposes such as enhancing security, improving and offering our Business Services, and preventing fraud, loss, and other damages, as described further below. Payment processing and accounting . We use your Transaction Data to deliver Payment-related Business Services to Business Users — including online payment transactions processing, sales tax calculation, and invoice, bill, and dispute handling — and to help them determine their revenue, settle their bills, and execute accounting tasks. Learn More . We may also use your Personal Data to provide and improve our Business Services. During payment transactions, your Personal Data is shared with various entities in connection with your transaction. As a service provider or data processor, we share Personal Data to enable transactions as directed by Business Users. For instance, when you choose a payment method for your transaction, we may share your Transaction Data with your bank or other payment method provider, including as necessary to authenticate you, Learn More , process your transaction, prevent fraud, and handle disputes. The Business User you choose to do business with also receives Transaction Data and might share the data with others. Please review your merchant’s, bank’s, and payment method provider’s privacy policies for more information about how they use and share your Personal Data. Financial services . Certain Business Users leverage our Services to offer financial services to you via Stripe or our Financial Partners. For example, a Business User may issue a card product with which you can purchase goods and services. Such cards could carry the brand of Stripe, the bank partner, and/or the Business User. In addition to any Transaction Data we may generate or receive when these cards are used for purchases, we also collect and use your Personal Data to provide and manage these products, including assisting our Business Users in preventing misuse of the cards. Please review the privacy policies of the Business User and, if applicable, our bank partners associated with the financial service (the brands of which may be shown on the card) for more information. Identity/Verification services . We use Personal Data about your identity to perform verification services for Stripe or for the Business Users that you are transacting with, to prevent fraud, and to enhance security. For these purposes we may use Personal Data you provide directly or Personal Data we obtain from our service providers, including for phone verification. Learn More . If you provide a selfie along with an image of your identity document, we may employ biometric technology to compare and calculate whether they match and verify your identity. Learn More . Fraud detection and loss prevention. We use your Personal Data collected across our Services to detect and prevent losses for you, us, our Business Users, and Financial Partners. We may provide Business Users and Financial Partners, including those using our fraud prevention-related Business Services, with your Personal Data (including your attempted transactions) to help them assess the fraud or loss risk associated with a transaction. Learn more about how we may use technology to assess the fraud risk associated with an attempted transaction and what information we share with Business Users and Financial Partners here and here . Our Business Users (and their authorized third parties). We share End Customers' Personal Data with their respective Business Users and parties directly authorized by those Business Users to receive such data. Here are common examples of such sharing: When a Business User instructs Stripe to provide another Business User with access to its Stripe account, including data related to its End Customers, via Stripe Connect. Sharing information that you have provided to us with a Business User so that we can send payments to you on behalf of that Business User. Sharing information, documents, or images provided by an End Customer with a Business User when the latter uses Stripe Identity, our identity verification Service, to verify the identity of the End Customer. The Business Users you choose to do business with may further share your Personal Data with third parties (like additional third party service providers other than Stripe). Please review the Business User’s privacy policy for more information. Advertising by Business Users . If you initiate a purchasing process with a Business User, the Business User receives your Personal Data from us in connection with our provision of Services even if you don't finish your purchase. The Business User may use your Personal Data to market and advertise their products or services, subject to the terms of their privacy policy. Please review the Business User’s privacy policy for more information, including your rights to stop their use of your Personal Data for marketing purposes. More . For further information about additional ways by which we may use and share End Customers' Personal Data, please see the More ways we collect, use, and share Personal Data section below. 1.3 Representatives We collect, use, and share Personal Data from Representatives of Business Users (for example, business owners) to provide our Business Services. For more information about how we collect, use, and share Personal Data from Representatives, as well as the legal bases we rely on for processing such Personal Data, please visit our Privacy Center . a. Personal Data we collect about Representatives Registration and contact information . When you register for a Stripe account for a Business User (including incorporation of a Business), we collect your name and login credentials. If you register for or attend an event organized by Stripe or sign up to receive Stripe communications, we collect your registration and profile data. As a Representative, we may collect your Personal Data from third parties, including data providers, to advertise, market, and communicate with you as detailed further in the More ways we collect, use, and share Personal Data section below. We may also link a location with you to tailor the Services or information effectively to your needs. Learn More . Identification Information . As a current or potential Business User, an owner of a Business User, or a shareholder, officer, or director of a Business User, we need your contact details, such as name, postal address, telephone number, and email address, to fulfill our Financial Partner and regulatory requirements, verify your identity, and prevent fraudulent activities and harm to the Stripe platform. We collect your Personal Data, such as ownership interest in the Business User, date of birth, government-issued identity documents, and associated identifiers, as well as any history of fraud or misuse, directly from you and/or from publicly available sources, third parties such as credit bureaus and via the Services we provide. Learn More . You may also choose to provide us with bank account information. More . For further information about other types of Personal Data that we may collect about Representatives, including your online activity, please see the More ways we collect, use, and share Personal Data section below. b. How we use and share Personal Data of Representatives We typically use the Personal Data of Representatives to provide the Business Services to the corresponding Business Users. The ways we use and share this data are further described below. Business Services . We use and share Representatives’ Personal Data with Business Users to provide the Services requested by you or the Business User you represent. In some instances, we may have to submit your Personal Data to a government entity to provide our Business Services, for purposes such as the incorporation of a business, or calculating and paying applicable sales tax. For our tax-related Business Services, we may use your Personal Data to prepare tax documents and file taxes on behalf of the Business User you represent. For our Atlas business incorporation Services, we may use your Personal Data to submit forms to the IRS on your behalf and file documents with other government authorities, such as articles of incorporation in your state of incorporation. We share Representatives’ Personal Data with parties authorized by the corresponding Business User, such as Financial Partners servicing a financial product, or third party apps or services the Business User chooses to use alongside our Business Services. Here are common examples of such sharing: Payment method providers, like Visa or WeChat Pay, require information about Business Users and their Representatives who accept their payment methods. This information is typically required during the onboarding process or for processing transactions and handling disputes for these Business Users. Learn More . A Business User may authorize Stripe to share your Personal Data with other Business Users to facilitate the provision of Services through Stripe Connect. The use of Personal Data by a third party authorized by a Business User is subject to the third party’s privacy policy. If you are a Business User who has chosen a name that includes Personal Data (for example, a sole proprietorship or family name in a company name), we will use and share such information for the provision of our Services in the same way we do with any company name. This may include, for example, displaying it on receipts and other transaction-identifying descriptions. Fraud detection and loss prevention . We use Representatives’ Personal Data to identify and manage risks that our Business Services might be used for fraudulent activities causing losses to Stripe, End Users, End Customers, Business Users, Financial Partners, and others. We also use information about you obtained from publicly available sources, third parties like credit bureaus and from our Services to address such risks, including to identify patterns of misuse and monitor for terms of service violations. Stripe may share Representatives' Personal Data with Business Users, our Financial Partners, and third party service providers, including phone verification providers, Learn More , to verify the information provided by you and identify risk indicators. Learn More . We also use and share Representatives' Personal Data to conduct due diligence, including conducting anti-money laundering and sanctions screening in accordance with applicable law. Advertising . Where permitted by applicable law, and where required with your consent, we use and share Representatives’ Personal Data with third parties, including Partners , so we can advertise and market our Services and Partner integrations. Subject to applicable law, including any consent requirements, we may advertise through interest-based advertising and track the efficacy of such ads. See our Cookie Policy . We do not transfer your Personal Data to third parties in exchange for payment. However, we may provide your data to third party partners, like advertising partners, analytics providers, and social networks, who assist us in advertising our Services. Learn more . We may also use your Personal Data, including your Stripe account activity, to evaluate your eligibility for and offer you Business Services or promote existing Business Services. Learn more . More . For further information about additional ways by which we may use and share Representatives’ Personal Data, please see the More ways we collect, use, and share Personal Data section below. 1.4 Visitors We collect, use, and share the Personal Data of Visitors. More details about how we collect, use, and share Visitors’ Personal Data, along with the legal bases we rely on for processing such Personal Data, can be found in our Privacy Center . a. Personal Data we collect about Visitors When you browse our Sites, we receive your Personal Data, either provided directly by you or collected through our use of cookies and similar technologies. See our Cookie Policy for more information. If you opt to complete a form on the Site or third party websites where our advertisements are displayed (like LinkedIn or Facebook), we collect the information you included in the form. This may include your contact information and other information pertaining to your questions about our Services. We may also associate a location with your visit. Learn More . More . Further details about other types of Personal Data that we may collect from Visitors, including your online activity, can be found in the More ways we collect, use, and share Personal Data section below. b. How we use and share Personal Data of Visitors Personalization . We use the data we collect about you using cookies and similar technologies to measure engagement with the content on the Sites, improve relevancy and navigation, customize your experience (such as language preference and region-specific content), and curate content about Stripe and our Services that's tailored to you. For instance, as not all of our Services are available globally, we may customize our responses based on your region. Advertising . Where permitted by applicable law, and where required with your consent, we use and share Visitors’ Personal Data with third parties, including Partners , so we can advertise and market our Services and Partner integrations. Subject to applicable law, including any consent requirements, we may advertise through interest-based advertising and track the efficacy of such ads. See our Cookie Policy . We do not transfer your Personal Data to third parties in exchange for payment, but we may provide your data to third party partners, like advertising partners, analytics providers, and social networks, who assist us in advertising our Services. Learn more . Engagement . As you interact with our Sites, we use the information we collect about and through your devices to provide opportunities for further interactions, such as discussions about Services or interactions with chatbots, to address your questions. More . For more information about additional ways we may use and share Visitors’ Personal Data, please see the More ways we collect, use, and share Personal Data section below. 2. More ways we collect, use, and share Personal Data In addition to the ways described above, we also process your Personal Data as follows: a. Collection of Personal Data Online Activity . Depending on the Service used and how our Business Services are implemented by the Business Users, we may collect information related to: The devices and browsers you use across our Sites and third party websites, apps, and other online services (“Third Party Sites”). Usage data associated with those devices and browsers and your engagement with our Services, including data elements like IP address, plug-ins, language preference, time spent on Sites and Third Party Sites, pages visited, links clicked, payment methods used, and the pages that led you to our Sites and Third Party Sites. We also collect activity indicators, such as mouse activity indicators, to help us detect fraud. Learn More . See also our Cookie Policy . Communication and Engagement Information . We also collect information you choose to share with us through various channels, such as support tickets, emails, or social media. If you respond to emails or surveys from Stripe, we collect your email address, name, and any other data you opt to include in your email or responses. If you engage with us over the phone, we collect your phone number and any other information you might provide during the call. Calls with Stripe or Stripe representatives may be recorded. Learn More . Additionally, we collect your engagement data, like your registration for, attendance at, or viewing of Stripe events and any other interactions with Stripe personnel. Forums and Discussion Groups . If our Sites allow posting of content, we collect Personal Data that you provide in connection with the post. b. Use of Personal Data. Besides the use of Personal Data described above, we use Personal Data in the ways listed below: Analyzing, Improving, and Developing our Services . We collect and process Personal Data throughout our various Services, whether you are an End User, End Customer, Representative, or Visitor, to improve our Services, develop new Services, and support our efforts to make our Services more efficient, relevant, and useful to you. Learn More . We may use Personal Data to generate aggregate and statistical information to understand and explain how our Services are used. Examples of how we use Personal Data to analyze, improve, and develop our products and services include: Using analytics on our Sites, including as described in our Cookie Policy, to help us understand your use of our Sites and Services and diagnose technical issues. Training artificial intelligence models to power our Services and protect against fraud and other harm. Learn more . Analyzing and drawing inferences from Transaction Data to reduce costs, fraud, and disputes and increase authentication and authorization rates for Stripe and our Business Users. Communications . We use the contact information we have about you to deliver our Services, Learn More , which may involve sending codes via SMS for your authentication. Learn More . If you are an End User, Representative, or Visitor, we may communicate with you using the contact information we have about you to provide information about our Services and our affiliates’ services, invite you to participate in our events, surveys, or user research, or otherwise communicate with you for marketing purposes, in compliance with applicable law, including any consent or opt-out requirements. For example, when you provide your contact information to us or when we collect your business contact details through participation at trade shows or other events, we may use this data to follow up with you regarding an event, provide information requested about our Services, and include you in our marketing information campaigns. Where permitted under applicable law, we may record our calls with you to provide our Services, comply with our legal obligations, perform research and quality assurance, and for training purposes. Social Media and Promotions . If you opt to submit Personal Data to engage in an offer, program, or promotion, we use the Personal Data you provide to manage the offer, program, or promotion. We also use the Personal Data you provide, along with the Personal Data you make available on social media platforms, for marketing purposes, unless we are not permitted to do so. Fraud Prevention and Security . We collect and use Personal Data to help us identify and manage activities that could be fraudulent or harmful across our Services, enable our fraud detection Business Services, and secure our Services and transactions against unauthorized access, use, alteration or misappropriation of Personal Data, information, and funds. As part of the fraud prevention, detection, security monitoring, and compliance efforts for Stripe and its Business Users, we collect information from publicly available sources, third parties (such as credit bureaus), and via the Services we offer. In some instances, we may also collect information about you directly from you, or from our Business Users, Financial Partners, and other third parties for the same purposes. Furthermore, to protect our Services, we may receive details such as IP addresses and other identifying data about potential security threats from third parties. Learn More . Such information helps us verify identities, conduct credit checks where lawfully permitted, and prevent fraud. Additionally, we might use technology to evaluate the potential risk of fraud associated with individuals seeking to procure our Business Services or arising from attempted transactions by an End Customer or End User with our Business Users or Financial Partners. Compliance with Legal Obligations . We use Personal Data to meet our contractual and legal obligations related to anti-money laundering, Know-Your-Customer ("KYC") laws, anti-terrorism activities, safeguarding vulnerable customers, export control, and prohibition of doing business with restricted persons or in certain business fields, among other legal obligations. For example, we may monitor transaction patterns and other online signals and use those insights to identify fraud, money laundering, and other harmful activity that could affect Stripe, our Financial Partners, End Users, Business Users and others. Learn More . Safety, security, and compliance for our Services are key priorities for us, and collecting and using Personal Data is crucial to this effort. Minors . Our Services are not directed to children under the age of 13, and we request that they do not provide Personal Data to seek Services directly from Stripe. In certain jurisdictions, we may impose higher age limits as required by applicable law. c. Sharing of Personal Data. Besides the sharing of Personal Data described above, we share Personal Data in the ways listed below: Stripe Affiliates . We share Personal Data with other Stripe-affiliated entities for purposes identified in this Policy. Service Providers or Processors . In order to provide, communicate, market, analyze, and advertise our Services, we depend on service providers. These providers offer critical services such as providing cloud infrastructure, conducting analytics for the assessment of the speed, accuracy, and/or security of our Services, verifying identities, identifying potentially harmful activity, and providing customer service and audit functions. We authorize these service providers to use or disclose the Personal Data we make available to them to perform services on our behalf and to comply with relevant legal obligations. We require these service providers to contractually commit to security and confidentiality obligations for the Personal Data they process on our behalf. The majority of our service providers are based in the European Union, the United States of America, and India. Learn More . Financial Partners . We share Personal Data with certain Financial Partners to provide Services to Business Users and offer certain Services in conjunction with these Financial Partners. For instance, we may share certain Personal Data, such as payment processing volume, loan repayment data, and Representative contact information, with institutional investors and lenders who purchase loan receivables or provide financing related to Stripe Capital. Learn More . Others with Consent . In some situations, we may not offer a service, but instead refer you to others (like professional service firms that we partner with to deliver the Atlas Service). In these instances, we will disclose the identity of the third party and the information to be shared with them, and seek your consent to share the information. Corporate Transactions . If we enter or intend to enter a transaction that modifies the structure of our business, such as a reorganization, merger, sale, joint venture, assignment, transfer, change of control, or other disposition of all or part of our business, assets, or stock, we may share Personal Data with third parties in connection with such transaction. Any other entity that buys us or part of our business will have the right to continue to use your Personal Data, subject to the terms of this Policy. Compliance and Harm Prevention . We share Personal Data when we believe it is necessary to comply with applicable law; to abide by rules imposed by Financial Partners in connection with the use of their payment method; to enforce our contractual rights; to secure and protect the Services, rights, privacy, safety, and property of Stripe, you, and others, including against malicious or fraudulent activity; and to respond to valid legal requests from courts, law enforcement agencies, regulatory agencies, and other public and government authorities, which may include authorities outside your country of residence. 3. Legal bases for processing Personal Data For purposes of the General Data Protection Regulation (GDPR) and other applicable data protection laws, we rely on a number of legal bases to process your Personal Data. Learn More . For some jurisdictions, there may be additional legal bases, which are outlined in the Jurisdiction-Specific Provisions section below. a. Contractual and Pre-Contractual Business Relationships . We process Personal Data to enter into business relationships with prospective Business Users and End Users and fulfill our respective contractual obligations with them. These processing activities include: Creation and management of Stripe accounts and Stripe account credentials, including the assessment of applications to initiate or expand the use of our Services; Creation and management of Stripe Checkout accounts; Accounting, auditing, and billing activities; and Processing of payments and related activities, which include fraud detection, loss prevention, transaction optimization, communications about such payments, and related customer service activities. b. Legal Compliance . We process Personal Data to verify the identities of individuals and entities to comply with obligations related to fraud monitoring, prevention, and detection, laws associated with identifying and reporting illicit and illegal activities, such as those under the Anti-Money Laundering ("AML") and Know-Your-Customer (“KYC") regulations, and financial reporting obligations. For example, we may be required to record and verify a Business User’s identity to comply with regulations designed to prevent money laundering, fraud, and financial crimes. These legal obligations may require us to report our compliance to third parties and subject ourselves to third party verification audits. c. Legitimate Interests . Where permitted under applicable law, we rely on our legitimate business interests to process your Personal Data. The following list provides an example of the business purposes for which we have a legitimate interest in processing your data: Detection, monitoring, and prevention of fraud and unauthorized payment transactions; Mitigation of financial loss, claims, liabilities or other harm to End Customers, End Users, Business Users, Financial Partners, and Stripe; Determination of eligibility for and offering new Stripe Services ( Learn More ); Response to inquiries, delivery of Service notices, and provision of customer support; Promotion, analysis, modification, and improvement of our Services, systems, and tools, as well as the development of new products and services, including enhancing the reliability of the Services; Management, operation, and improvement of the performance of our Sites and Services, through understanding their effectiveness and optimizing our digital assets; Analysis and advertisement of our Services, and related improvements; Aggregate analysis and development of business intelligence that enable us to operate, protect, make informed decisions about, and report on the performance of our business; Sharing of Personal Data with third party service providers that offer services on our behalf and business partners that help us in operating and improving our business ( Learn More) ; Enabling network and information security throughout Stripe and our Services; and Sharing of Personal Data among our affiliates. d. Consent . We may rely on consent or explicit consent to collect and process Personal Data regarding our interactions with you and the provision of our Services such as Link, Financial Connections, Atlas, and Identity. When we process your Personal Data based on your consent, you have the right to withdraw your consent at any time, and such a withdrawal will not impact the legality of processing performed based on the consent prior to its withdrawal. e. Substantial Public Interest . We may process special categories of Personal Data, as defined by the GDPR, when such processing is necessary for reasons of substantial public interest and consistent with applicable law, such as when we conduct politically-exposed person checks. We may also process Personal Data related to criminal convictions and offenses when such processing is authorized by applicable law, such as when we conduct sanctions screening to comply with AML and KYC obligations. f. Other valid legal bases . We may process Personal Data further to other valid legal bases as recognized under applicable law in specific jurisdictions. See the Jurisdiction-specific provisions section below for more information. 4. Your rights and choices Depending on your location and subject to applicable law, you may have choices regarding our collection, use, and disclosure of your Personal Data: a. Opting out of receiving electronic communications from us If you wish to stop receiving marketing-related emails from us, you can opt-out by clicking the unsubscribe link included in such emails or as described here . We'll try to process your request(s) as quickly as reasonably practicable. However, it's important to note that even if you opt out of receiving marketing-related emails from us, we retain the right to communicate with you about the Services you receive (like support and important legal notices) and our Business Users might still send you messages or instruct us to send you messages on their behalf. b. Your data protection rights Depending on your location and subject to applicable law, you may have the following rights regarding the Personal Data we process about you as a data controller: The right to request confirmation of whether Stripe is processing Personal Data associated with you, the categories of personal data it has processed, and the third parties or categories of third parties with which your Personal Data is shared; The right to request access to the Personal Data Stripe processes about you ( Learn More ); The right to request that Stripe rectify or update your Personal Data if it's inaccurate, incomplete, or outdated; The right to request that Stripe erase your Personal Data in certain circumstances as provided by law ( Learn More ); The right to request that Stripe restrict the use of your Personal Data in certain circumstances, such as while Stripe is considering another request you've submitted (for instance, a request that Stripe update your Personal Data); The right to request that we export the Personal Data we hold about you to another company, provided it's technically feasible; The right to withdraw your consent if your Personal Data is being processed based on your previous consent; The right to object to the processing of your Personal Data if we are processing your data based on our legitimate interests; unless there are compelling legitimate grounds or the processing is necessary for legal reasons, we will cease processing your Personal Data upon receiving your objection ( Learn More ); The right not to be discriminated against for exercising these rights; and The right to appeal any decision by Stripe relating to your rights by contacting Stripe’s Data Protection Officer (“DPO”) at dpo@stripe.com , and/or relevant regulatory agencies. You may have additional rights, depending on applicable law, over your Personal Data. For example, see the Jurisdiction-specific provisions section under United States below. c. Process for exercising your data protection rights To exercise your data protection rights related to Personal Data we process as a data controller, visit our Privacy Center or contact us as outlined below. For Personal Data we process as a data processor, please reach out to the relevant data controller (Business User) to exercise your rights. If you contact us regarding your Personal Data we process as a data processor, we will refer you to the relevant data controller to the extent we are able to identify them. 5. Security and Retention We make reasonable efforts to provide a level of security appropriate to the risk associated with the processing of your Personal Data. We maintain organizational, technical, and administrative measures designed to protect the Personal Data covered by this Policy from unauthorized access, destruction, loss, alteration, or misuse. Learn More . Unfortunately, no data transmission or storage system can be guaranteed to be 100% secure. We encourage you to assist us in protecting your Personal Data. If you hold a Stripe account, you can do so by using a strong password, safeguarding your password against unauthorized use, and avoiding using identical login credentials you use for other services or accounts for your Stripe account. If you suspect that your interaction with us is no longer secure (for instance, you believe that your Stripe account's security has been compromised), please contact us immediately. We retain your Personal Data for as long as we continue to provide the Services to you or our Business Users, or for a period in which we reasonably foresee continuing to provide the Services. Even after we stop providing Services directly to you or to a Business User that you're doing business with, and even after you close your Stripe account or complete a transaction with a Business User, we may continue to retain your Personal Data to: Comply with our legal and regulatory obligations; Enable fraud monitoring, detection, and prevention activities; and Comply with our tax, accounting, and financial reporting obligations, including when such retention is required by our contractual agreements with our Financial Partners (and where data retention is mandated by the payment methods you've used). In cases where we keep your Personal Data, we do so in accordance with any limitation periods and record retention obligations imposed by applicable law. Learn More . 6. International Data Transfers As a global business, it's sometimes necessary for us to transfer your Personal Data to countries other than your own, including the United States. These countries might have data protection regulations that are different from those in your country. When transferring data across borders, we take measures to comply with applicable data protection laws related to such transfer. In certain situations, we may be required to disclose Personal Data in response to lawful requests from officials, such as law enforcement or security authorities. Learn More . If you are located in the European Economic Area (“EEA”), the United Kingdom ("UK"), or Switzerland, please refer to our Privacy Center for additional details. When a data transfer mechanism is mandated by applicable law, we employ one or more of the following: Transfers to certain countries or recipients that are recognized as having an adequate level of prot | 2026-01-13T08:48:29 |
https://aws.amazon.com/partners/work-with-partners/?nc1=f_dr | Work with an AWS Partner | AWS Partner Network Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Work with a Partner Overview Success Stories Become a partner › Work with a Partner Innovate with AWS Partners and solutions Choose from a global community of trusted cloud Partners to find the right solutions Become an AWS Partner Why work with an AWS Partner? AWS Partners help you innovate, accelerate your journey to the cloud, and take full advantage of the breadth and depth of Amazon Web Services (AWS). At AWS, we and our Partners share an obsession over customer success and are committed to helping you find the right solutions. By combining our Partners' deep, specialized expertise with AWS services, global infrastructure, and AWS Marketplace, we empower you to achieve exceptional business outcomes with greater speed and confidence. Industry Excellence AWS has over 120 Partner Specializations across industries including healthcare, automotive, life sciences, financial services, and beyond. Our specialized network of industry Partners combines deep domain expertise with technical innovation to deliver real results. Together, we guide organizations through every stage of their cloud journey—from modernizing essential workloads to developing breakthrough solutions that solve complex industry challenges across every segment, services, and use case. Fast access to Partner solutions AWS Marketplace offers thousands of transformative products and services from AWS Partners across critical business needs, including security products that accelerate fraud detection, DevOps tools that reduce development cycles, and healthcare solutions that enhance patient care. Accelerate time to value with fast access to solutions through intelligent discovery and evaluation capabilities, efficient procurement, and multiple deployment options. Global Innovation, Local Impact With an expansive network of AWS Partners spanning 198 countries, we're transforming business across every continent. From pioneering startups to small businesses and global enterprises, our diverse community of thousands of Software and Services Partners delivers tailored solutions when and where organizations need them. This unmatched global-local synergy empowers businesses to innovate while receiving personalized, on-the-ground support. AWS Specialization Partners AWS Specialization Partners are validated against a high technical bar to drive innovation and greater business value. Explore partners with Specializations including AWS Managed Service Provider, AWS Competency, and AWS Services. Managed Service Provider Competency Partners Services Partners AWS Managed Service Provider AWS Managed Services Provider (MSP) Partners are specialized in providing end-to-end AWS solutions and services at any stage of the cloud journey including advisory, design, procurement, building, adopting, and managing. Find an AWS MSP Partner AWS Competency Partners AWS Competency Partners are validated technical experts with proven customer experience that specialize in building software or delivering services. Find an AWS Competency Partner below. Filter by industries, use cases, or workloads. AWS Services Partners AWS Service Delivery Partners and AWS Service Ready Partners are specialized in delivering AWS services to customers or have validated software products that work with AWS services. Find an AWS Services Partner below. Filter by industry, use case, and workloads. AWS Specializations: Competency Partners Filter by Displaying 1-8 (45) Industry Consumer Goods View Use Case Digital Sovereignty View Use Case Generative AI View Industry Public Safety View Use Case Service Delivery Partner Offerings View Industry Small and Medium Business (SMB) View Workload Built-in View Industry Cyber Insurance View Show 15 more AWS Specializations: Services Partners Filter by Displaying 1-8 (38) Compute AWS Graviton View Serverless Computing Amazon API Gateway View Security AWS WAF View Security AWS Security Incident Response View Security Amazon Security Lake View Network and Content Delivery AWS PrivateLink View Network and Content Delivery AWS Direct Connect View Management Tools AWS Config View Show 15 more Grow your business with AWS Partners & solutions 1 Contact an AWS Partner specialist AWS Partner specialists can help you find and connect with the right cloud partners aligned to your business needs. Contact us 2 Find AWS Partners and solutions Find and engage with AWS Partners in your region—search by industry, use case, workload, solution, or AWS Specializations and certifications. Explore AWS Partner Solutions Finder 3 Discover solutions in AWS Marketplace Discover, deploy, and manage software that runs on AWS from thousands of partners in AWS Marketplace—offering flexible pricing, control, and governance. Explore AWS Marketplace Partner success with AWS Discover how AWS Partners around the world are driving innovation for their customers. 1 / 4 Customer Story Softcat Automates Donation Collection for Lyra in Africa with AWS-Powered Payment Platform Learn more Customer Story Save the Children Spain Achieves €12,000 Cost Savings and Improves Campaigns with Devoteam’s AWS-Powered Data Solution Learn more Customer Story Mercado Libre Boosts Ad Impressions by 45% with AWS Partners Mutt Data and Stability.ai in Amazon Bedrock Learn more Customer Story Arré Voice Enhances User Engagement and Reduces Latency by 90% with AWS Partner DataStax Solution Learn more Follow AWS Partner Network Blog APN Blog See all posts Live and on-demand Partner Webinars Watch webinars Social APN LinkedIn Stay connected Social APN Twitter Get the latest updates Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
https://aws.amazon.com/app-mesh#aws-page-content-main | Application Networking Service – AWS App Mesh – Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS App Mesh Overview Features Pricing Getting Started FAQs More Products › Networking and Content Delivery › AWS App Mesh End of support notice: On September 30th, 2026, AWS will discontinue support for AWS AppMesh. After September 30th, 2026, you will no longer be able to access the AWS AppMesh console or AWS AppMesh resources. For more information, see the blog post. AWS App Mesh Application-level networking for all your services Why App Mesh? Play Benefits of App Mesh Streamline Streamline operations, implement custom traffic routing rules, and configure and standardize how traffic flows between your services. Optimize Capture metrics, logs, and traces from your applications to quickly identify and isolate issues and optimize your application. Enhance security Enhance network security with authentication controls and encrypted requests between services—even within your private network. Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
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https://aws.amazon.com/architecture/?nc1=f_cc | Reference Architecture Examples and Best Practices Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Architecture Center Technology Categories Video Series AWS Well-Architected Libraries More Resources AWS › Architecture Center AWS Architecture Center Reference architecture examples and diagrams Sign in and start building Get Started Architecting on AWS If you're new to AWS, or just want to brush up on best practices, start with these resources. AWS Well-Architected Overview of AWS Take the first step AWS Well-Architected AWS Well-Architected provides a framework to help cloud architects build secure, high-performing, resilient, and efficient architectures.AWS Well-Architected helps cloud architects build secure, high-performing, resilient, and efficient infrastructure for a variety of applications and workloads. Built around six pillars—operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability—AWS Well-Architected provides a consistent approach for customers and partners to evaluate architectures and implement scalable designs. Explore the Framework Play Overview of AWS Explore this helpful resource outlining every AWS service at-hand to help you pick the right service for your architecture. Read the whitepaper Decision guides AWS decision guides provide an overview of our services with guidance to help you choose the services that fit your use case. Decision guides are now available for a range of service categories including machine learning, analytics, containers, storage, networking services, and more. Explore all the guides Browse our content Loading Loading Loading Loading Loading Did you find what you were looking for today? Let us know so we can improve the quality of the content on our pages Yes No Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? Cloud Computing Concepts Hub AWS Cloud Security What's New Blogs Press Releases Resources Getting Started Training AWS Trust Center AWS Solutions Library Architecture Center Product and Technical FAQs Analyst Reports AWS Partners Developers Builder Center SDKs & Tools .NET on AWS Python on AWS Java on AWS PHP on AWS JavaScript on AWS Help Contact Us File a Support Ticket AWS re:Post Knowledge Center AWS Support Overview Get Expert Help AWS Accessibility Legal English Back to top Amazon is an Equal Opportunity Employer: Minority / Women / Disability / Veteran / Gender Identity / Sexual Orientation / Age. x facebook linkedin instagram twitch youtube podcasts email Privacy Site terms Cookie Preferences © 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved. | 2026-01-13T08:48:29 |
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https://dev.to/cotter/what-on-earth-is-oauth-a-super-simple-intro-to-oauth-2-0-access-tokens-and-how-to-implement-it-in-your-site-48jo | What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site - 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. 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Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Michelle Marcelline for Cotter Posted on Jul 14, 2020 • Originally published at blog.cotter.app on Jul 14, 2020 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site # oauth # security # webdev # javascript OAuth 2.0, JWT Tokens, and How to Store Them Securely (3 Part Series) 1 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site 2 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End 3 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI Get a quick intro on what OAuth 2.0 is and how signing in with OAuth 2.0 works – explained in simple terms using Google Sign In as an example. We're excited to tell you that Cotter now generates access tokens and refresh tokens on authentication. Let's first go over the concepts of OAuth 2.0 and the tokens before we jump in on how to use it. Overview What is OAuth 2.0 OAuth 2.0 in Action OAuth Tokens : Short-lived access tokens and long-lived refresh tokens How to Implement OAuth 2.0 for your site What is OAuth 2.0? OAuth 2.0 is an authorization framework that defines how a third-party application can obtain access to a service securely without requiring security details (username, password, etc.) from the user. A common example of OAuth 2.0 is when you use "Sign in with Google" to log in to other websites. OAuth 2.0 in Action In general, the OAuth 2.0 flow looks like this: OAuth 2.0 Flow with Google Sign In Let's use "Sign in with Google" as an example. Albert is a Google Calendar user and he's trying to use Calendly.com to help manage his calendar. We'll go over the terms in the next example. (1) Calendly.com wants to access Albert's Google Calendar. Calendly.com redirects Albert to sign in to his Google account where he grants Calendar permission for Calendly.com. (2) Google returns an Authorization Grant and redirects Albert to Calendly.com. (3) Calendly.com gives the Authorization Grant to Google and (4) receives an Access Token. (5) Calendly.com can now use this Access Token to (6) access Albert's Google Calendar, but not his Google Drive or other resources. Here, Calendly.com is the client, Albert is the Resource Owner, Google Account is the Authorization Server, and Google Calendar is the Resource Server. Let's try to understand the terms in a simpler example. Let's use an example of Alberta who stays in a hotel and wants to allow her babysitter, Candy, to access her room. Alberta agrees that Candy shall access her room and asks Candy to get her own room key from the receptionist. Alberta gives Candy a copy of her ID and a note saying "access during daytime only" . Candy goes to the receptionist with a copy of Alberta's ID and the note. The receptionist verifies the ID and gives Candy a special room key that can only be used during daytime. Candy goes back to the room and uses her key to access the room. Candy is the Client (just like Calendly.com) who wants to access Alberta's data. Alberta here is granting limited access to the Client. The Authorization Grant is Alberta's ID copy and her note. The receptionist is the Authorization Server, they can generate a room key for Candy to access the room. This room key is the equivalent of an Access Token, it can be used to get resources. The room lock is the Resource Server, it holds the resource that Candy wants: the room. There are several different flows that OAuth 2.0 offers, this example is following the Authorization Code flow. We'll talk about the different flows in a different post :) OAuth Tokens As mentioned above, at the end of the flow, the client receives an Access Token. Generally, these Access Tokens are short-lived ; so, what happens when it expires? Short-lived access tokens and long-lived refresh tokens At step 4, the Authorization Server can generate 2 tokens, an access token and a refresh token . The access token is short-lived, it should only last from several hours to a couple of weeks. When the access token expires, the application can use the refresh token to obtain a new access token . This prevents having to ask the user to re-authenticate. Access Token Alright, now that we understand how things work, let's start thinking about how to generate access tokens. With a short-lived access token, we can use a JWT Token to make a self-encoded access token . How a JWT Token Looks Like JSON Web Tokens (JWT) is a signed JSON object. This means you can trust the data contained in the JSON object by verifying the signature. For authorizing a user, you can include the user's ID and email in the JWT. When you give the JWT Access Token to the Resource Server (your backend API server), your server can validate the JWT Token without needing to access the database to check if it's valid. All your server needs to do is to validate that the JWT Token is valid using a library, see the user ID of the user making the request from the token, and trust that this user ID is already authenticated. Refresh Token Renewing Access Token using a Refresh Token A refresh token is a special token that is used to obtain a new Access Token. Since this is long-lived, refresh tokens are generally opaque strings stored in the database. Storing refresh tokens in the database allows you to revoke them by deleting it from the database. Because there is no way to expire an Access Token, we should make the access token short-lived. Revoking the refresh token prevents malicious parties from refreshing an expired Access Token. This means that if your Access Token expires in 1 hour, then an attacker who obtained your Access Token can only access your API for 1 hour before it expires. How to Implement OAuth 2.0 for your site This sounds like a lot, but you can implement OAuth 2.0 and authorizes API requests using access tokens by using Cotter in just a few minutes . Your website as the Client, Cotter as the Authorization Server With the OAuth flow above, here's how it looks like: Your website is the Client Your user is the Resource Owner Cotter is the Authorization Server Your backend server is the Resource Server Logging-in and Generating Access Tokens We have several 5-minutes quickstarts for authenticating users and generating access tokens: Web: HTML , React , Angular (also check out our Gatsby and Next.js tutorials). Mobile: React Native , Flutter , iOS , Android For this guide, we'll use React as an example. We'll build a login form with email magic link and get an access token at the end of the flow. Import Cotter: yarn add cotter Enter fullscreen mode Exit fullscreen mode Initialize and show an email login form: import React , { useEffect } from " react " ; import Cotter from " cotter " ; // 1️⃣ Import Cotter function App () { useEffect (() => { // 2️⃣ Initialize and show the form var cotter = new Cotter ( API_KEY_ID ); // 👈 Specify your API KEY ID here cotter . signInWithLink () // use Magic link . showEmailForm () // show email login form . then ( resp => console . log ( resp )) . catch ( err => console . log ( err )); }, []); return ( // 3️⃣ Put a <div> with id "cotter-form-container" // that will contain the form < div id = " cotter-form-container " style = {{ width : 300 , height : 300 }} / > ); } export default App ; Enter fullscreen mode Exit fullscreen mode App.js You can get your API_KEY_ID from the dashboard by creating a free account. That's it. Check your console logs for an access token. The function above covers steps 1-4 in the OAuth 2.0 flow. The response from showEmailForm() returns an access token. As described above, you should then use this access token to access a resource in your backend server. For example, you can include this access token to your endpoint /api/private-resource and you'll check if the access token is valid before continuing with the request. What's Next? Now that you know how to get access tokens, here's a few more things to wrap up your login flow. OAuth Tokens from Cotter : What tokens do you get, and how do they look like. How to verify the access token and allow requests to private endpoints . How to store it securely in the front end. We'll cover this next week, stay tuned! Questions & Feedback If you need help or have any feedback, ping us on Cotter's Slack Channel ! We're here to help. Ready to use Cotter? If you enjoyed this tutorial and want to integrate Cotter into your website or app, you can create a free account and check out our documentation . OAuth 2.0, JWT Tokens, and How to Store Them Securely (3 Part Series) 1 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site 2 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End 3 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI 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 Cotter Follow One-Tap Passwordless Login for your App Are you building a website or an app that needs user signups/logins? Learn how to build user-friendly authentication in just a few minutes . Get Started More from Cotter The Simplest Way to Authorize Github OAuth Apps with Next.js and Cotter # javascript # webdev # github # security How to Make an Interactive Todo List CLI using Python with an Easy Login Mechanism # python # tutorial # security OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI # javascript # security # webdev # react 💎 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 | 2026-01-13T08:48:29 |
https://status.coderabbit.ai/default/history/1 | Notice history - CodeRabbit - Status CodeRabbit - Notice history Report an issue Get updates Email Slack Microsoft Teams Discord Google Chat Webhook RSS Atom API Report an issue Get updates All systems operational Website - Operational Website 100% - uptime 99.916% uptime Read uptime graph for Website Nov 2025 · 99.863 % Dec · 99.886 % Jan 2026 · 100.00 % Previous page Next page Nov 2025 99.863 % uptime Dec 2025 99.886 % uptime Jan 2026 100.00 % uptime App - Operational App 100% - uptime 99.916% uptime Read uptime graph for App Nov 2025 · 99.863 % Dec · 99.886 % Jan 2026 · 100.00 % Previous page Next page Nov 2025 99.863 % uptime Dec 2025 99.886 % uptime Jan 2026 100.00 % uptime Reviews - Operational Reviews 100% - uptime 99.893% uptime Read uptime graph for Reviews Nov 2025 · 99.793 % Dec · 99.886 % Jan 2026 · 100.00 % Previous page Next page Nov 2025 99.793 % uptime Dec 2025 99.886 % uptime Jan 2026 100.00 % uptime VS Code Extension (Private Beta) - Operational VS Code Extension (Private Beta) 100% - uptime 99.961% uptime Read uptime graph for VS Code Extension (Private Beta) Nov 2025 · 100.00 % Dec · 99.886 % Jan 2026 · 100.00 % Previous page Next page Nov 2025 100.00 % uptime Dec 2025 99.886 % uptime Jan 2026 100.00 % uptime Docs - Operational Docs 100% - uptime 99.961% uptime Read uptime graph for Docs Nov 2025 · 100.00 % Dec · 99.886 % Jan 2026 · 100.00 % Previous page Next page Nov 2025 100.00 % uptime Dec 2025 99.886 % uptime Jan 2026 100.00 % uptime Third Party: OpenAI → API - Operational Third Party: OpenAI → API Operational Third Party: Anthropic → api.anthropic.com - Operational Third Party: Anthropic → api.anthropic.com Operational Third Party: Github → Webhooks - Operational Third Party: Github → Webhooks Operational Third Party: Github → Pull Requests - Operational Third Party: Github → Pull Requests Operational Third Party: Github → API Requests - Operational Third Party: Github → API Requests Operational Third Party: Github → Git Operations - Operational Third Party: Github → Git Operations Operational Third Party: GitLab → API - Operational Third Party: GitLab → API Operational Third Party: BitBucket → API - Operational Third Party: BitBucket → API Operational Third Party: BitBucket → Webhooks - Operational Third Party: BitBucket → Webhooks Operational Third Party: BitBucket → Git via HTTPS - Operational Third Party: BitBucket → Git via HTTPS Operational Third Party: Atlassian Developer → APIs → Jira Cloud APIs - Operational Third Party: Atlassian Developer → APIs → Jira Cloud APIs Operational Third Party: Jira → Create and edit - Operational Third Party: Jira → Create and edit Operational Third Party: Jira → Authentication and User Management - Operational Third Party: Jira → Authentication and User Management Operational Third Party: Slack → Slack Apps/Integrations - Operational Third Party: Slack → Slack Apps/Integrations Operational Third Party: Slack → Slack Apps/Integrations/APIs - Operational Third Party: Slack → Slack Apps/Integrations/APIs Operational Third Party: Slack → Slack Apps/Integrations/APIs - Operational Third Party: Slack → Slack Apps/Integrations/APIs Operational Third Party: Slack → Slack Messaging - Operational Third Party: Slack → Slack Messaging Operational Third Party: Discord → API - Operational Third Party: Discord → API Operational Notice history Jan 2026 No notices reported this month Dec 2025 Login and Reviews are impacted Due to Cloudflare outage Resolved December 05, 2025 at 9:55 AM Resolved December 05, 2025 at 9:55 AM This incident has been resolved. Functionality is back to normal after the fix made by Cloudflare Monitoring December 05, 2025 at 9:33 AM Monitoring December 05, 2025 at 9:33 AM CodeRabbit is now available. CloudFlare have applied a fix at their side Investigating December 05, 2025 at 9:05 AM Investigating December 05, 2025 at 9:05 AM We are currently investigating this incident. Nov 2025 Issue with Login and Review due to an outage from CloudFlare Resolved November 18, 2025 at 2:58 PM Resolved November 18, 2025 at 2:58 PM This incident has been resolved. Investigating November 18, 2025 at 2:00 PM Investigating November 18, 2025 at 2:00 PM We are currently investigating this incident. Incident: Reviews might be impacted Resolved November 17, 2025 at 12:59 PM Resolved November 17, 2025 at 12:59 PM Reviews are now operational! We have deployed the fix and are closely monitoring the systems. Investigating November 17, 2025 at 12:51 PM Investigating November 17, 2025 at 12:51 PM Reviews are impacted at the moment. Incident: Reviews might be impacted Resolved November 17, 2025 at 12:43 PM Resolved November 17, 2025 at 12:43 PM Reviews are now operational! We have deployed the fix and are closely monitoring the systems. Investigating November 17, 2025 at 12:31 PM Investigating November 17, 2025 at 12:31 PM Reviews are impacted at the moment. Incident: Reviews might be impacted Resolved November 11, 2025 at 8:44 AM Resolved November 11, 2025 at 8:44 AM Reviews are now operational! We have deployed the fix and are closely monitoring the systems. Investigating November 11, 2025 at 8:18 AM Investigating November 11, 2025 at 8:18 AM Reviews are impacted at the moment. Incident: Reviews might be impacted Resolved November 10, 2025 at 10:22 PM Resolved November 10, 2025 at 10:22 PM Reviews are now operational! We have deployed the fix and are closely monitoring the systems. Investigating November 10, 2025 at 10:17 PM Investigating November 10, 2025 at 10:17 PM Reviews are impacted at the moment. 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https://dev.to/ivanjurina | Ivan Jurina - 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 Forem Close Follow User actions Ivan Jurina Skateboarding and programming enthusiast Joined Joined on Apr 19, 2022 github website Education Mendel University Work Developer More info about @ivanjurina Badges 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 Skills/Languages C#, .NET MVC,.NET core Azure Web App, Azure Functions, Azure DevOps, Azure Pipelines UML, Visual Paradigm, Enterprise Architect git, SQL, unix, python Post 3 posts published Comment 0 comments written Tag 10 tags followed I built a free URL shortener with QR codes and click tracking — looking for feedback Ivan Jurina Ivan Jurina Ivan Jurina Follow Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # microsaas # url # qrcode # minimalink 1 reaction Comments Add Comment 1 min read I built a free URL shortener with QR codes and click tracking — looking for feedback Ivan Jurina Ivan Jurina Ivan Jurina Follow Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # discuss # showdev # tooling # webdev 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 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 | 2026-01-13T08:48:29 |
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https://dev.to/ivanjurina/i-built-a-free-url-shortener-with-qr-codes-and-click-tracking-looking-for-feedback-201b | I built a free URL shortener with QR codes and click tracking — looking for feedback - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Ivan Jurina Posted on Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # tooling # showdev # webdev # discuss Hey everyone, I'm a developer who got tired of the bloated dashboards and paywalls on most link shorteners, so I built my own. mnml.ink — does what it says: Shorten URLs Generate QR codes Track clicks & basic stats No sign-up required for basic use It's fast, free, and I tried to keep it as simple as possible. Would love honest feedback — what features would make this actually useful for your workflow? Anything obviously missing? https://mnml.ink/ 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 Ivan Jurina Follow Skateboarding and programming enthusiast Education Mendel University Work Developer Joined Apr 19, 2022 Trending on DEV Community Hot AI should not be in Code Editors # programming # ai # productivity # discuss Stop Overengineering: How to Write Clean Code That Actually Ships 🚀 # discuss # javascript # programming # webdev The FAANG is dead💀 # webdev # programming # career # faang 💎 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 | 2026-01-13T08:48:29 |
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Resend OTP Message and data rates may apply. By subscribing you agree to the Atlassian Terms of Service , and the Atlassian Privacy Policy . This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. Get incident updates and maintenance status messages in Slack. Subscribe via Slack By subscribing you agree to the Atlassian Cloud Terms of Service and acknowledge Atlassian's Privacy Policy . Get webhook notifications whenever Jira creates an incident, updates an incident, resolves an incident or changes a component status. Webhook URL: The URL we should send the webhooks to Email address: We'll send you email if your endpoint fails This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. Get the Atom Feed or RSS Feed . All Systems Operational About This Site Here we will post updates about Jira's service availability. For status information about other Atlassian products or services, please visit the Atlassian status page . Viewing content ? Operational Create and edit ? Operational Authentication and User Management Operational Search ? Operational Notifications ? Operational Administration ? Operational Marketplace ? Operational Mobile ? Operational Purchasing & Licensing Operational Signup Operational Automation for Jira Operational Operational Degraded Performance Partial Outage Major Outage Maintenance Past Incidents Jan 13 , 2026 No incidents reported today. Jan 12 , 2026 Disrupted create and view issue for some customers Resolved - The service disruption has been fully resolved, and services are now operating normally for all impacted customers. Jan 12 , 23:45 UTC Monitoring - The issue has been resolved and services are now operating normally for all affected customers. We'll continue to monitor closely to confirm stability. Jan 12 , 19:26 UTC Update - Our teams are continuing to actively investigate reports of a partial service disruption affecting Jira create issue, issue view, view board, and edit issue for some customers. We'll share updates here in one hour or as more information is available. Jan 12 , 19:26 UTC Update - Our teams are continuing to actively investigate reports of a partial service disruption affecting Jira create issue, issue view, view board, and edit issue for some customers. We'll share updates here in one hour or as more information is available. Jan 12 , 18:23 UTC Update - We are continuing to actively investigate reports of a partial service disruption affecting Jira create issue, issue view, view board, and edit issue for some customers. We'll share updates here in one hour or as more information is available. Jan 12 , 18:23 UTC Investigating - We are actively investigating reports of a partial service disruption affecting Jira create, view, view board, and edit issue for some customers. We'll share updates here as more information is available. Jan 12 , 18:23 UTC Jan 11 , 2026 No incidents reported. Jan 10 , 2026 No incidents reported. Jan 9 , 2026 No incidents reported. Jan 8 , 2026 No incidents reported. Jan 7 , 2026 Disrupted Automation for Jira triggers not running for some customers Resolved - Rerunning the remaining Automation for Jira rules that failed for affected customers is complete. This update resolves the issue. Jan 7 , 11:32 UTC Update - We have replayed about 7 hours of historical events for affected customers to rerun Automation for Jira rules that previously failed. This covers most of the APAC business hours. Based on customer feedback, our team continues monitoring the situation and plans to complete rerunning the remaining Automation for Jira rules that failed earlier. We will provide the next update once replaying the historical events is complete. Jan 7 , 08:37 UTC Update - We are currently replaying historical events for affected customers to rerun Automation for Jira rules that failed to execute earlier. Our teams are closely monitoring the results of this replay to confirm that all affected automations are running as expected. We will provide the next update in about two hours or sooner. Jan 7 , 04:43 UTC Monitoring - Issue has been fixed for all new events - we are waiting for confirmation from some customers when they come online. Customers using Jira and Jira Service Management in Asia Pacific and South East regions had faced issues with Automation for Jira. Other regions not impacted. During Asia Pacific hours tomorrow, the team plans to replay historical events. Team will continue monitoring. Next update will tomorrow. Jan 6 , 14:04 UTC Update - Some automation rules using specific triggers failed to execute, causing rules to appear unresponsive. Customers using Jira and Jira Service Management in Asia Pacific and South East regions have faced issues with Automation for Jira. Other regions are not impacted. The cause has been identified, and the team is actively working on restoring the operations back to normal as soon as possible. Workaround to manage critical rules, disable and re-enable each automation rule. This triggers the rule and must be done for every critical rule. We will provide the next update in about two hours or sooner. Jan 6 , 12:19 UTC Update - Customers using Jira and Jira Service Management in Asia Pacific and South East regions have faced issues with Automation for Jira. Other regions are not impacted. Some automation rules using specific triggers failed to execute, causing rules to appear unresponsive. We have identified the cause and we continue working on restoring the operations back to normal as soon as possible. In the meantime, workaround to manage business critical rules is to disable and then re-enable each automation rule. This action triggers the rule and must be done for every critical rule. We will provide the next update in about two hours or sooner. Jan 6 , 10:11 UTC Update - Our engineers are continuing work toward the resolution of the incident impacting Automation for Jira. There are no new updates to share at this time. We will provide the next update within 2 hours. Jan 6 , 07:58 UTC Identified - We have identified the cause of the issue, and our teams are diligently working on a mitigation. We will continue to share additional updates here as more information becomes available. Jan 6 , 06:17 UTC Investigating - We are investigating an incident impacting Automation for Jira across Jira and Jira Service Management. Some automation rules that use specific triggers may fail to execute. Our team is working to identify the cause and restore normal service. We will provide the next update within 60 minutes. Jan 6 , 05:18 UTC Jan 6 , 2026 Jan 5 , 2026 No incidents reported. Jan 4 , 2026 No incidents reported. Jan 3 , 2026 No incidents reported. Jan 2 , 2026 No incidents reported. Jan 1 , 2026 No incidents reported. Dec 31 , 2025 No incidents reported. Dec 30 , 2025 No incidents reported. ← Incident History Powered by Atlassian Statuspage © Atlassian. Privacy policy Terms of use | 2026-01-13T08:48:29 |
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https://open.forem.com/code-of-conduct#our-standards | Code of Conduct - Open Forem Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. 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A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account Open Forem Close Code of Conduct Last updated July 31, 2023 All participants of DEV Community are expected to abide by our Code of Conduct and Terms of Service , both online and during in-person events that are hosted and/or associated with DEV Community. Our Pledge In the interest of fostering an open and welcoming environment, we as moderators of DEV Community pledge to make participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of experience, nationality, personal appearance, race, religion, or sexual identity and orientation. 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https://dev.to/axonixtools | Axonix Tools - 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 Axonix Tools Professional, free, and privacy-focused web tools for developers, designers, and daily productivity. Joined Joined on Jan 12, 2026 Personal website https://axonixtools.com/ github website twitter website More info about @axonixtools Badges 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 Post 1 post published Comment 1 comment written Tag 0 tags followed I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently Axonix Tools Axonix Tools Axonix Tools Follow Jan 12 I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently # showdev # learning # productivity # webdev 3 reactions Comments 1 comment 2 min read Want to connect with Axonix Tools? Create an account to connect with Axonix Tools. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in 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 | 2026-01-13T08:48:29 |
https://dev.to/axonixtools/i-built-97-free-online-tools-and-games-while-learning-to-ship-consistently-2g7d | I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Axonix Tools Posted on Jan 12 I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently # learning # productivity # showdev # webdev When I started building small web utilities, I never planned to create a large platform. I just wanted to solve simple problems that annoyed me during daily work. One small tool turned into several. Several slowly turned into many. Today, that experiment has grown into 97 free online tools, including browser-based games , all available under one project. Why I Focused on Small Tools Instead of One Big Product Big ideas sound exciting, but they also come with pressure and long timelines. Small tools, on the other hand, are easier to start and easier to finish. Each tool had: a clear purpose a limited scope a short build time Some tools took hours. Some took a single evening. What mattered most was finishing and publishing them. What Kind of Tools and Games I Built The tools fall into a few simple categories. Utility Tools Password generators Text and string converters JSON, Base64, and URL formatters Image compression and conversion tools Calculators and validators Browser-Based Games Small logic and puzzle games Memory games Classic mini-games built for learning and fun Everything runs directly in the browser with no signups and no downloads. You can explore the full collection here: https://axonixtools.com Technical Choices That Made This Possible I avoided complicated stacks whenever possible. Most tools use: lightweight JavaScript minimal dependencies simple and fast user interfaces The goal was never perfection. The goal was speed, clarity, and reliability. Boring technology turned out to be the best decision. What I Learned from Shipping 97 Tools Consistency Beats Motivation There were days when I didn’t feel like building anything. Instead of stopping, I worked on something small. Even: fixing a bug improving UI adding a minor feature counts as progress. Not Every Tool Needs to Be a Hit Some tools get traffic. Some don’t. That’s fine. Each tool is an experiment, and experiments don’t need to succeed to be valuable. SEO and Traffic (An Honest Take) I didn’t chase trends or viral keywords. Each page focuses on: one clear problem one clear solution Over time, some tools started ranking naturally through long-tail searches. Slow growth turned out to be more stable than chasing quick wins. Advice for Developers Building Side Projects If you’re thinking about starting something similar: Don’t wait for the perfect idea Build something useful, not impressive Ship fast and iterate later Let usage guide your improvements Keep everything simple You don’t need a big launch to make progress. What’s Next I’m still building, learning, and refining the platform. Axonix Tools started as practice and slowly became a growing collection of 97 tools and games . I plan to continue expanding it while keeping everything fast, free, and simple. If you’re curious, you can check it out here: https://axonixtools.com If you’re working on your own side project, feel free to share it. I enjoy reading how others approach building and shipping. Thanks for reading. Top comments (1) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Bhavin Sheth Bhavin Sheth Bhavin Sheth Follow Founder of AllInOneTools. Building privacy-first, browser-based tools with no sign-up, no tracking, and simple UX for daily tasks. Location Modasa, Gujarat, India Pronouns he/him Work Founder & Builder at AllInOneTools Joined Jan 9, 2026 • Jan 12 Dropdown menu Copy link Hide This really resonates. I’ve had a very similar experience building small, browser-based tools — once you remove signups and friction, usage patterns become very clear. Most users come for one specific task, get it done fast, and leave happy. Shipping many small, focused tools feels underrated compared to chasing one “big” product, but the learning compounds quickly. Curious — did you notice a few tools getting most of the repeat usage, or did it stay fairly distributed? Like comment: Like comment: 2 likes 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 Axonix Tools Follow Professional, free, and privacy-focused web tools for developers, designers, and daily productivity. Joined Jan 12, 2026 Trending on DEV Community Hot What was your win this week??? # weeklyretro # discuss I Didn’t “Become” a Senior Developer. I Accumulated Damage. # programming # ai # career # discuss 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. 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://dev.to/axonixtools | Axonix Tools - 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 Axonix Tools Professional, free, and privacy-focused web tools for developers, designers, and daily productivity. Joined Joined on Jan 12, 2026 Personal website https://axonixtools.com/ github website twitter website More info about @axonixtools Badges 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 Post 1 post published Comment 1 comment written Tag 0 tags followed I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently Axonix Tools Axonix Tools Axonix Tools Follow Jan 12 I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently # showdev # learning # productivity # webdev 3 reactions Comments 1 comment 2 min read Want to connect with Axonix Tools? Create an account to connect with Axonix Tools. You can also sign in below to proceed if you already have an account. Create Account Already have an account? Sign in 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 | 2026-01-13T08:48:29 |
https://dev.to/ivanjurina | Ivan Jurina - 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 Forem Close Follow User actions Ivan Jurina Skateboarding and programming enthusiast Joined Joined on Apr 19, 2022 github website Education Mendel University Work Developer More info about @ivanjurina Badges 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 Skills/Languages C#, .NET MVC,.NET core Azure Web App, Azure Functions, Azure DevOps, Azure Pipelines UML, Visual Paradigm, Enterprise Architect git, SQL, unix, python Post 3 posts published Comment 0 comments written Tag 10 tags followed I built a free URL shortener with QR codes and click tracking — looking for feedback Ivan Jurina Ivan Jurina Ivan Jurina Follow Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # microsaas # url # qrcode # minimalink 1 reaction Comments Add Comment 1 min read I built a free URL shortener with QR codes and click tracking — looking for feedback Ivan Jurina Ivan Jurina Ivan Jurina Follow Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # discuss # showdev # tooling # webdev 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 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 | 2026-01-13T08:48:29 |
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https://www.businessinsider.com/software-developer-got-tiktok-followers-by-testing-algorithm-theories-2022-4%20 | Software Developer Got TikTok Following by Testing Algorithm Theories - Business Insider Business Insider Subscribe Newsletters Search Business Strategy Economy Finance Retail Advertising Careers Media Real Estate Small Business The Better Work Project Personal Finance Tech Science AI Enterprise Transportation Startups Innovation Markets Stocks Indices Commodities Crypto Currencies ETFs Lifestyle Entertainment Culture Travel Food Health Parenting Politics Military & Defense Law Education Reviews Home Kitchen Style Streaming Pets Tech Deals Gifts Tickets Video Big Business Food Wars So Expensive Still Standing Boot Camp Subscribe My account Log in Newsletters US edition Deutschland & Österreich España Japan Polska TW 全球中文版 Get the app Media A former software developer gained 245,000 TikTok followers by testing her theories about the app's algorithm By Tanya Chen TikTok / @FeleciaForTheWin 2022-04-11T20:38:21.000Z Share Copy link Email Facebook WhatsApp X LinkedIn Bluesky Threads lighning bolt icon An icon in the shape of a lightning bolt. Impact Link Save Saved Read in app This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Have an account? Log in . Felecia Coleman is a former software developer who helped build the app for a major US bank. She's gained a TikTok following by testing her theories around the platform's algorithm. In a few months, she's grown her account to over 245,000 followers. Felecia Coleman, a 30-year-old former software developer, has spent the last few months systematically hypothesizing and testing theories about TikTok, and in the process has grown her page from 0 to 245,000 followers. Over the last month, Coleman has been sharing insights and theories she has about TikTok. While she hasn't been able to confirm those theories with TikTok, her followers are eager to know more about the platform's mysterious algorithm. Coleman thinks her TikTok growth has been helped by her focus on factors like engagement ratios, frequency of posting, and video length. A spokesperson for TikTok did not directly respond to Coleman's theories, but directed Insider to the company's blog post about its recommendation system . The post says recommendations are "based on a number of factors," which include "user interactions"; "video information" like "captions, sounds, and hashtags"; and other inputs. Coleman thinks posting frequently, and likes and comments, helped her gain a following TikTok / @FeleciaForTheWin Coleman didn't immediately find success on TikTok. "I first downloaded TikTok in November 2021, and I went into it with a strategy that I wanted it to work. I was posting outfits, I was showing my apartment, I wanted to keep it super simple," Coleman said, adding that at first she posted a video or two a day, and averaged about 100 views per video. "But nothing was working." Then, in mid-January, she said she stumbled upon another user's video on her For You page that suggested posting about 10 videos a day to speed up the process of the algorithm flagging or finding your videos. She said she began dedicating four hours a day to making and posting 10 videos, and was flabbergasted that it seemed to work. "Within two weeks I had 10,000 followers," she said. "I was shocked. After that, I started to think about [growth] intentionally." When asked, the TikTok spokesperson pointed to a company blog titled "5 tips for TikTok creators" that says posting frequency will not impact — positively or negatively — how a video is chosen for the FYP. "The amount of videos you post won't impact how your content is recommended in the For You feed, and views vary from video to video," the blog says. Still, statistically speaking, posting more videos means a higher likelihood of getting on the FYP. That's especially true if TikTok isn't punishing you for posting frequently. Coleman also thinks engagement ratio is a key factor in the algorithm and that the views-to-likes ratio needs to be at least 10% and likes-to-comments needs to be at least 2% for a post to spread widely. Coleman takes a developer's approach to TikTok Coleman previously worked on an app at a large US bank, where she said the crux of her job was changing and testing various codes. She's applied this thought process when testing what works on TikTok, including around video length. In past months, she said her videos over two minutes long seemed to perform better than videos under one minute long. However, in the last few weeks, she said she'd seen a dip in views in her videos over two minutes, while her videos under one minute had gained views. "As my following got larger I cut back, and I started doing two or three videos a day; all of them are above two minutes long," she said. "But over the last three weeks, none of those videos were over getting 10,000 views. So I said, 'Let's do an A/B test.'" She began posting two videos on the same topic: one close to three minutes long, and another under one minute long. She said the one that was under one minute got 17,000 views, while the longer one got fewer than 10,000 views. When asked about this observation from Coleman, the TikTok spokesperson said "watch time" — rather than length — was a better determining factor in whether a video gets pushed to the FYP, pointing to this line in the company blog: "Our recommendation system takes watch time as a signal that users are enjoying your content." Overall, because Coleman has created a sizable audience in a short time, she said she cut back on the growth testing and is exploring how she can pair her background in coding with her newfound spotlight on TikTok. "People emailing me saying they would pay me just to explain to them everything I know," she said, laughing. "I was like, sure, but I'm not a TikTok marketing person. I'm a software engineer that has a perspective." Recommended video TikTok Influencers Social Media More Read next Business Insider tells the innovative stories you want to know Business Insider tells the innovative stories you want to know Business Insider tells the innovative stories you want to know Business Insider tells the innovative stories you want to know HOME Subscribe This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Have an account? Log in . Legal & Privacy Terms of Service Terms of Sale Privacy Policy Accessibility Code of Ethics Policy Reprints & Permissions Disclaimer Advertising Policies Conflict of Interest Policy Commerce Policy Coupons Privacy Policy Coupons Terms Company About Us Careers Advertise With Us Contact Us News Tips Company News Awards Masthead Other Sitemap Stock quotes by finanzen.net Corrections AI Use International Editions AT DE ES JP PL TW Copyright © 2026 Insider Inc. All rights reserved. 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https://dev.to/ivanjurina/i-built-a-free-url-shortener-with-qr-codes-and-click-tracking-looking-for-feedback-201b | I built a free URL shortener with QR codes and click tracking — looking for feedback - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Ivan Jurina Posted on Jan 12 I built a free URL shortener with QR codes and click tracking — looking for feedback # tooling # showdev # webdev # discuss Hey everyone, I'm a developer who got tired of the bloated dashboards and paywalls on most link shorteners, so I built my own. mnml.ink — does what it says: Shorten URLs Generate QR codes Track clicks & basic stats No sign-up required for basic use It's fast, free, and I tried to keep it as simple as possible. Would love honest feedback — what features would make this actually useful for your workflow? Anything obviously missing? https://mnml.ink/ 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 Ivan Jurina Follow Skateboarding and programming enthusiast Education Mendel University Work Developer Joined Apr 19, 2022 Trending on DEV Community Hot AI should not be in Code Editors # programming # ai # productivity # discuss Stop Overengineering: How to Write Clean Code That Actually Ships 🚀 # discuss # javascript # programming # webdev The FAANG is dead💀 # webdev # programming # career # faang 💎 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 | 2026-01-13T08:48:29 |
https://dev.to/ajtiti/ajtiti-47-jak-oceniac-prace-programisty#main-content | AjTiTi #47 - Jak oceniać pracę programisty? - 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 AjTiTi [PL] Follow AjTiTi #47 - Jak oceniać pracę programisty? Aug 5 '22 play Tym razem o tym, w jaki sposób oceniać oraz mierzyć progres w karierze programisty. Przyglądamy się głównie dwóm frameworkom: Dropbox Engineering Career Framework oraz Engineering Ladders, a także zastanawiamy się co czyni programistę "dobrym". Dropbox Career Framework: https://dropbox.github.io/dbx-career-framework/ Engineering Ladders: https://www.engineeringladders.com/ 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 | 2026-01-13T08:48:29 |
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https://dev.to/devnews/s8e5-big-tech-goes-all-in-on-passwordless-sign-in-apples-gatekeeping-of-web-based-ar-apple-mails-nifty-email-tracking-blocker-and-more#main-content | S8:E5 - Big Tech Goes All-In On Passwordless Sign-In, Apple’s Gatekeeping of Web-Based AR, Apple Mail’s Nifty Email Tracking Blocker, and More - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close DevNews Follow S8:E5 - Big Tech Goes All-In On Passwordless Sign-In, Apple’s Gatekeeping of Web-Based AR, Apple Mail’s Nifty Email Tracking Blocker, and More May 12 '22 play In this episode, we talk about Apple's gatekeeping of web-based AR on the iPhone, a neat feature added to Apple Mail that blocks email tracking, and we say goodbye to the iPod. Then we talk about Apple, Google, and Microsoft’s plan to implement passwordless sign-in on all major platforms with Jackie Singh, former senior incident response and threat analyst at Biden For President, who currently is the director of an anti-surveillance nonprofit, which advocates and litigates against government use of mass surveillance. Show Notes DevDiscuss (sponsor) CodeNewbie (sponsor) Avalanche (sponsor) Apple is a massive force in AR. It’s also been holding the technology back Apple Mail Now Blocks Email Tracking. Here’s What It Means for You The music lives on: iPod touch will be available while supplies last Apple, Google, and Microsoft commit to expanded support for FIDO standard to accelerate availability of passwordless sign‑ins Jackie Singh Jackie Singh is the former senior incident response and threat analyst at Biden For President, who currently is the director of an anti-surveillance nonprofit, which advocates and litigates against government use of mass surveillance. 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 | 2026-01-13T08:48:29 |
https://dev.to/ajtiti/ajtiti-58-co-zrobic-z-twoim-starym-komputerem#main-content | AjTiTi #58 - Co zrobić z twoim starym... komputerem! - 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 AjTiTi [PL] Follow AjTiTi #58 - Co zrobić z twoim starym... komputerem! May 26 '23 play W tym odcinku eksplorujemy interesujący temat, jak sobie poradzić z naszym starym komputerem, gdy już staje się przestarzały i niepotrzebny. Czy powinniśmy go wyrzucić, sprzedać, czy może istnieje inny sposób na wykorzystanie jego potencjału? Zapraszamy do dzielenie się Twoimi pomysłami i realizacjami na naszym Discordzie! (00:00) Beatbox + Intro. (00:26) Co tam u Dawida? Kafka conference. (03:54) Co tam u Grzegorza? Tworzeniu ADR przy pomocy AI. (06:48) Przedstawienie tematu (07:24) Najprostszy i najważniejszy pomysł. (09:38) Centrum multimedialne. (10:48) Pomysły dla gamerów. (17:20) Pomysły dla domu. (30:27) Pomysły związane z IT. (36:07) Sztuka i dekoracja. (44:44) Outro 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 | 2026-01-13T08:48:29 |
https://dev.to/michelle/series/7897 | OAuth 2.0, JWT Tokens, and How to Store Them Securely Series' Articles - 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 OAuth 2.0, JWT Tokens, and How to Store Them Securely Series' Articles Back to Michelle Marcelline's Series What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site Michelle Marcelline Michelle Marcelline Michelle Marcelline Follow for Cotter Jul 14 '20 What on Earth Is OAuth? ASuper Simple Intro to OAuth 2.0, Access Tokens, and How to Implement It in Your Site # security # javascript # webdev # oauth 155 reactions Comments Add Comment 7 min read LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End Michelle Marcelline Michelle Marcelline Michelle Marcelline Follow for Cotter Jul 21 '20 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End # security # javascript # webdev 754 reactions Comments 46 comments 7 min read OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI Michelle Marcelline Michelle Marcelline Michelle Marcelline Follow for Cotter Aug 4 '20 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI # javascript # security # webdev # react 68 reactions Comments Add Comment 8 min read 💎 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 | 2026-01-13T08:48:29 |
https://dev.to/datalaria/proyecto-weather-service-parte-2-construyendo-el-frontend-interactivo-con-github-pages-o-netlify-3oc0 | Proyecto Weather Service (Parte 2): Construyendo el Frontend Interactivo con GitHub Pages o Netlify y JavaScript - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse Daniel for Datalaria Posted on Jan 13 • Originally published at datalaria.com Proyecto Weather Service (Parte 2): Construyendo el Frontend Interactivo con GitHub Pages o Netlify y JavaScript # frontend # javascript # spanish # tutorial En la primera parte de esta serie , sentamos las bases de nuestro servicio meteorológico global. Construimos un script de Python para obtener datos del clima de OpenWeatherMap, los almacenamos eficientemente en ficheros CSV separados por ciudad y automatizamos todo el proceso de recolección utilizando GitHub Actions. Nuestro "robot" está diligentemente recopilando datos 24/7. Pero, ¿de qué sirven los datos si no puedes verlos? Hoy, cambiamos nuestro enfoque al frontend : la construcción de un dashboard interactivo y fácil de usar que permita a cualquiera explorar los datos meteorológicos que hemos recopilado. Aprovecharemos el poder del alojamiento de sitios estáticos con GitHub Pages o Netlify , utilizaremos JavaScript "vainilla" para darle vida y nos apoyaremos en algunas excelentes librerías para el manejo y la visualización de datos. ¡Hagamos que nuestros datos brillen! Alojamiento Web Gratuito: GitHub Pages vs. Netlify El primer obstáculo para cualquier proyecto web es el alojamiento. Los servidores tradicionales pueden ser costosos y complejos de gestionar. Siguiendo nuestra filosofía "serverless y gratis", tanto GitHub Pages como Netlify son soluciones perfectas para alojar sitios web estáticos directamente desde tu repositorio de GitHub. Opción 1: GitHub Pages Permite alojar sitios web estáticos directamente desde tu repositorio de GitHub. La activación es trivial: Ve a Settings > Pages en tu repositorio. Selecciona tu rama main (o la rama que contenga tu contenido web) como fuente. Elige la carpeta /root (o una carpeta /docs si lo prefieres) como la ubicación de tus archivos web. Haz clic en Save . Y así, tu archivo index.html (y cualquier recurso vinculado) se vuelve accesible públicamente en una URL como https://tu-usuario.github.io/tu-nombre-de-repositorio/ . ¡Sencillo, efectivo y gratuito! 🚀 Opción 2: Netlify (¡la elección final para este proyecto!) Para este proyecto, finalmente he optado por Netlify por su flexibilidad, la facilidad para gestionar dominios personalizados y su integración con el despliegue continuo. Además, me permite alojar el proyecto directamente bajo mi dominio de Datalaria ( https://datalaria.com/apps/weather/ ). Pasos para desplegar en Netlify: Conectar tu Repositorio : Inicia sesión en Netlify. Haz clic en "Add new site" y luego en "Import an existing project". Conecta tu cuenta de GitHub y selecciona el repositorio de tu proyecto Weather Service. Configuración de Despliegue : Owner : Tu cuenta de GitHub. Branch to deploy : main (o la rama donde tengas tu código frontend). Base directory : Deja esto vacío si tu index.html y assets están en la raíz del repositorio, o especifica una subcarpeta si es el caso (ej., /frontend ). Build command : Déjalo vacío, ya que nuestro frontend es puramente estático sin necesidad de un paso de build (sin frameworks como React/Vue). Publish directory : . (o la subcarpeta que contenga tus archivos estáticos, ej., /frontend ). Desplegar Sitio : Haz clic en "Deploy site". Netlify tomará tu repositorio, lo desplegará y te proporcionará una URL aleatoria. Dominio Personalizado (Opcional pero recomendado) : Para usar un dominio como datalaria.com/apps/weather/ : Ve a Site settings > Domain management > Domains > Add a custom domain . Sigue los pasos para añadir tu dominio y configurarlo con los DNS de tu proveedor (añadiendo registros CNAME o A ). Para la ruta específica ( /apps/weather/ ), necesitarás configurar una "subcarpeta" o "base URL" en tu aplicación si no está directamente en la raíz del dominio. En este caso, nuestro index.html está diseñado para ser servido desde una subruta. Netlify gestiona esto de forma transparente una vez que el sitio está desplegado y tu dominio configurado. ¡Así de sencillo! Cada git push a tu rama configurada activará un nuevo despliegue en Netlify, manteniendo tu dashboard siempre actualizado. La Pila Tecnológica del Frontend: HTML, CSS y JavaScript (con una pequeña ayuda) Para este dashboard, opté por un enfoque ligero: HTML puro para la estructura, un poco de CSS para los estilos y JavaScript "vainilla" (sin frameworks complejos) para la interactividad. Para manejar tareas específicas, incorporé dos librerías fantásticas: PapaParse.js : El mejor parser de CSV del lado del cliente para el navegador. Es el puente entre nuestros archivos CSV en bruto y las estructuras de datos de JavaScript que necesitamos para la visualización. Chart.js : Una potente y flexible librería de gráficos JavaScript que facilita enormemente la creación de gráficos bonitos, responsivos e interactivos. La Lógica del Dashboard: Dando Vida a los Datos en index.html Nuestro index.html actúa como el lienzo principal, orquestando la obtención, el parseo y la representación de los datos meteorológicos. 1. Carga Dinámica de Ciudades En lugar de codificar una lista de ciudades, queremos que nuestro dashboard se actualice automáticamente si añadimos nuevas ciudades en el backend. Lo logramos obteniendo un simple archivo ciudades.txt (que contiene un nombre de ciudad por línea) y poblando dinámicamente un elemento desplegable <select> utilizando la API fetch de JavaScript. const citySelector = document . getElementById ( ' citySelector ' ); let myChart = null ; // Variable global para almacenar la instancia de Chart.js async function cargarListaCiudades () { try { const response = await fetch ( ' ciudades.txt ' ); const text = await response . text (); // Filtramos las líneas vacías del archivo de texto const ciudades = text . split ( ' \n ' ). filter ( line => line . trim () !== '' ); ciudades . forEach ( ciudad => { const option = document . createElement ( ' option ' ); option . value = ciudad ; option . textContent = ciudad ; citySelector . appendChild ( option ); }); // Cargamos la primera ciudad por defecto al inicio de la página if ( ciudades . length > 0 ) { cargarYDibujarDatos ( ciudades [ 0 ]); } } catch ( error ) { console . error ( ' Error cargando la lista de ciudades: ' , error ); // Opcional: Mostrar un mensaje de error amigable al usuario } } // Disparamos la carga de ciudades cuando el DOM esté completamente cargado document . addEventListener ( ' DOMContentLoaded ' , cargarListaCiudades ); Enter fullscreen mode Exit fullscreen mode 2. Reacción a la Selección del Usuario Cuando un usuario selecciona una ciudad del desplegable, necesitamos responder de inmediato. Un addEventListener en el elemento <select> detecta el evento change y llama a nuestra función principal para obtener y dibujar los datos de la ciudad recién seleccionada. citySelector . addEventListener ( ' change ' , ( event ) => { const ciudadSeleccionada = event . target . value ; cargarYDibujarDatos ( ciudadSeleccionada ); }); Enter fullscreen mode Exit fullscreen mode 3. Obtención, Parseo y Dibujado de Datos Esta es la función central donde todo cobra vida. Es responsable de: Construir la URL para el archivo CSV específico de la ciudad (ej., datos/León.csv ). Utilizar Papa.parse para descargar y procesar el contenido del CSV directamente en el navegador. PapaParse maneja la obtención y el parseo asíncronos, lo que lo hace increíblemente fácil. Extraer las etiquetas (fechas) y los datos (temperaturas) relevantes del CSV parseado para Chart.js. ¡Crucial! : Antes de dibujar un nuevo gráfico, debemos destruir la instancia anterior de Chart.js ( if (myChart) { myChart.destroy(); } ). ¡Olvidar este paso lleva a gráficos superpuestos y problemas de rendimiento! 💥 Crear una nueva instancia de Chart() con los datos actualizados. Adicionalmente, llama a una función para cargar y mostrar la predicción de IA para esa ciudad, integrándola sin problemas en el dashboard. function cargarYDibujarDatos ( ciudad ) { const csvUrl = `datos/ ${ ciudad } .csv` ; // Nota la carpeta 'datos/' de la Parte 1 const ctx = document . getElementById ( ' weatherChart ' ). getContext ( ' 2d ' ); Papa . parse ( csvUrl , { download : true , // Indica a PapaParse que descargue el archivo header : true , // Trata la primera fila como encabezados skipEmptyLines : true , complete : function ( results ) { const datosClimaticos = results . data ; // Extraer etiquetas (fechas) y datos (temperaturas) const etiquetas = datosClimaticos . map ( fila => fila . fecha_hora . split ( ' ' )[ 0 ]); // Extraer solo la fecha const tempMax = datosClimaticos . map ( fila => parseFloat ( fila . temp_max_c )); const tempMin = datosClimaticos . map ( fila => parseFloat ( fila . temp_min_c )); // Destruir la instancia de gráfico anterior si existe para evitar superposiciones if ( myChart ) { myChart . destroy (); } // Crear una nueva instancia de Chart.js myChart = new Chart ( ctx , { type : ' line ' , data : { labels : etiquetas , datasets : [{ label : `Temp Máx (°C) - ${ ciudad } ` , data : tempMax , borderColor : ' rgb(255, 99, 132) ' , tension : 0.1 }, { label : `Temp Mín (°C) - ${ ciudad } ` , data : tempMin , borderColor : ' rgb(54, 162, 235) ' , tension : 0.1 }] }, options : { // Opciones del gráfico para responsividad, título, etc. responsive : true , maintainAspectRatio : false , scales : { y : { beginAtZero : false } }, plugins : { legend : { position : ' top ' }, title : { display : true , text : `Datos Históricos del Clima para ${ ciudad } ` } } } }); // Cargar y mostrar la predicción de IA cargarPrediccion ( ciudad ); }, error : function ( err , file ) { console . error ( " Error al parsear el CSV: " , err , file ); // Opcional: mostrar un mensaje de error amigable en el dashboard if ( myChart ) { myChart . destroy (); } // Limpiar gráfico si falla la carga } }); } Enter fullscreen mode Exit fullscreen mode 4. Mostrar Predicciones de IA La integración de las predicciones de IA (en las que profundizaremos en la Parte 3) también se gestiona desde el frontend. El backend genera un archivo predicciones.json , y nuestro JavaScript simplemente obtiene este JSON, encuentra la predicción para la ciudad seleccionada y la muestra. async function cargarPrediccion ( ciudad ) { const predictionElement = document . getElementById ( ' prediction ' ); try { const response = await fetch ( ' predicciones.json ' ); const predicciones = await response . json (); if ( predicciones && predicciones [ ciudad ]) { predictionElement . textContent = `Predicción de Temp. Máx. para mañana: ${ predicciones [ ciudad ]. toFixed ( 1 )} °C` ; } else { predictionElement . textContent = ' Predicción no disponible. ' ; } } catch ( error ) { console . error ( ' Error cargando predicciones: ' , error ); predictionElement . textContent = ' Error al cargar la predicción. ' ; } } Enter fullscreen mode Exit fullscreen mode Conclusión (Parte 2) ¡Hemos transformado los datos en bruto en una experiencia atractiva e interactiva! Al combinar el alojamiento estático de GitHub Pages o Netlify, JavaScript "vainilla" para la lógica, PapaParse.js para el manejo de CSV y Chart.js para visualizaciones hermosas, hemos construido un frontend potente que es a la vez gratuito y muy efectivo. El dashboard ahora proporciona información inmediata sobre los patrones climáticos históricos de cualquier ciudad seleccionada. Pero, ¿qué pasa con el futuro? En la tercera y última parte de esta serie , nos adentraremos en el emocionante mundo del Machine Learning para añadir una capa predictiva a nuestro servicio. Exploraremos cómo usar datos históricos para pronosticar el tiempo de mañana, convirtiendo nuestro servicio en un verdadero "oráculo" meteorológico. ¡No te lo pierdas! Referencias y Enlaces de Interés: Servicio Web Completo : Puedes ver el resultado final de este proyecto en acción aquí: https://datalaria.com/apps/weather/ Repositorio GitHub del Proyecto : Explora el código fuente y la estructura del proyecto en mi repositorio: https://github.com/Dalaez/app_weather PapaParse.js : Parser de CSV rápido en el navegador para JavaScript: https://www.papaparse.com/ Chart.js : Gráficos JavaScript simples pero flexibles para diseñadores y desarrolladores: https://www.chartjs.org/ GitHub Pages : Documentación oficial sobre cómo alojar tus sitios: https://docs.github.com/es/pages Netlify : Página oficial de Netlify: https://www.netlify.com/ 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 Datalaria Follow More from Datalaria Weather Service Project (Part 2): Building the Interactive Frontend with GitHub Pages or Netlify and JavaScript # frontend # javascript # tutorial # webdev Weather Service Project (Part 1): Building the Data Collector with Python and GitHub Actions or Netlify # api # automation # python # tutorial Proyecto Weather Service (Parte 1): Construyendo el Recolector de Datos con Python y GitHub Actions o Netlify # dataengineering # python # spanish # tutorial 💎 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/cotter | Cotter - 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 Organization actions Cotter One-Tap Passwordless Login for your App Cotter is a passwordless authentication service that helps developers add a secure and user-friendly login to their website or app in just a few lines of code. Location San Francisco Joined Joined on Jun 18, 2020 Twitter logo GitHub logo External link icon Support email team@cotter.app Employees 5 Meet the team Our stack Go, React, Next.js, Postgres, Kubernetes, GCP. SDKs in HTML, JS, React Native, Flutter, iOS, Android. Post 14 posts published Member 7 members Cotter + Cloudflare Workers + Google Calendar API: Build a Serverless Calendar Booking App Putri Karunia Putri Karunia Putri Karunia Follow Nov 3 '20 Cotter + Cloudflare Workers + Google Calendar API: Build a Serverless Calendar Booking App # tutorials # guides # feature # concepts 11 reactions Comments Add Comment 11 min read The Simplest Way to Authorize Github OAuth Apps with Next.js and Cotter Putri Karunia Putri Karunia Putri Karunia Follow Sep 8 '20 The Simplest Way to Authorize Github OAuth Apps with Next.js and Cotter # javascript # webdev # github # security 9 reactions Comments Add Comment 15 min read How to Make an Interactive Todo List CLI using Python with an Easy Login Mechanism Putri Karunia Putri Karunia Putri Karunia Follow Aug 27 '20 How to Make an Interactive Todo List CLI using Python with an Easy Login Mechanism # python # tutorial # security 48 reactions Comments 3 comments 10 min read Angular: Send Email, SMS, and WhatsApp Verification Code to New Users Worldwide Putri Karunia Putri Karunia Putri Karunia Follow Aug 6 '20 Angular: Send Email, SMS, and WhatsApp Verification Code to New Users Worldwide # guides # tutorials 9 reactions Comments Add Comment 4 min read OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI Michelle Marcelline Michelle Marcelline Michelle Marcelline Follow Aug 4 '20 OAuth 2.0 - Before You Start: Pick the Right Flow for Your Website, SPA, Mobile App, TV App, and CLI # javascript # security # webdev # react 68 reactions Comments Add Comment 8 min read What is WebAuthn: Logging in with Face ID and Touch ID on the web Michelle Marcelline Michelle Marcelline Michelle Marcelline Follow Jul 28 '20 What is WebAuthn: Logging in with Face ID and Touch ID on the web # javascript # react # authentication # tutorial 70 reactions Comments 1 comment 7 min read Passwordless Login with Email and JSON Web Token (JWT) Authentication using Next.js Putri Karunia Putri Karunia Putri Karunia Follow Jul 23 '20 Passwordless Login with Email and JSON Web Token (JWT) Authentication using Next.js # webdev # javascript # tutorial 28 reactions Comments Add Comment 8 min read LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End Michelle Marcelline Michelle Marcelline Michelle Marcelline Follow Jul 21 '20 LocalStorage vs Cookies: All You Need To Know About Storing JWT Tokens Securely in The Front-End # security # javascript # webdev 754 reactions Comments 46 comments 7 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/axonixtools/i-built-97-free-online-tools-and-games-while-learning-to-ship-consistently-2g7d | I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently - 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 Axonix Tools Posted on Jan 12 I Built 97 Free Online Tools (and Games) While Learning to Ship Consistently # learning # productivity # showdev # webdev When I started building small web utilities, I never planned to create a large platform. I just wanted to solve simple problems that annoyed me during daily work. One small tool turned into several. Several slowly turned into many. Today, that experiment has grown into 97 free online tools, including browser-based games , all available under one project. Why I Focused on Small Tools Instead of One Big Product Big ideas sound exciting, but they also come with pressure and long timelines. Small tools, on the other hand, are easier to start and easier to finish. Each tool had: a clear purpose a limited scope a short build time Some tools took hours. Some took a single evening. What mattered most was finishing and publishing them. What Kind of Tools and Games I Built The tools fall into a few simple categories. Utility Tools Password generators Text and string converters JSON, Base64, and URL formatters Image compression and conversion tools Calculators and validators Browser-Based Games Small logic and puzzle games Memory games Classic mini-games built for learning and fun Everything runs directly in the browser with no signups and no downloads. You can explore the full collection here: https://axonixtools.com Technical Choices That Made This Possible I avoided complicated stacks whenever possible. Most tools use: lightweight JavaScript minimal dependencies simple and fast user interfaces The goal was never perfection. The goal was speed, clarity, and reliability. Boring technology turned out to be the best decision. What I Learned from Shipping 97 Tools Consistency Beats Motivation There were days when I didn’t feel like building anything. Instead of stopping, I worked on something small. Even: fixing a bug improving UI adding a minor feature counts as progress. Not Every Tool Needs to Be a Hit Some tools get traffic. Some don’t. That’s fine. Each tool is an experiment, and experiments don’t need to succeed to be valuable. SEO and Traffic (An Honest Take) I didn’t chase trends or viral keywords. Each page focuses on: one clear problem one clear solution Over time, some tools started ranking naturally through long-tail searches. Slow growth turned out to be more stable than chasing quick wins. Advice for Developers Building Side Projects If you’re thinking about starting something similar: Don’t wait for the perfect idea Build something useful, not impressive Ship fast and iterate later Let usage guide your improvements Keep everything simple You don’t need a big launch to make progress. What’s Next I’m still building, learning, and refining the platform. Axonix Tools started as practice and slowly became a growing collection of 97 tools and games . I plan to continue expanding it while keeping everything fast, free, and simple. If you’re curious, you can check it out here: https://axonixtools.com If you’re working on your own side project, feel free to share it. I enjoy reading how others approach building and shipping. Thanks for reading. Top comments (1) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. Submit Preview Dismiss Collapse Expand Bhavin Sheth Bhavin Sheth Bhavin Sheth Follow Founder of AllInOneTools. Building privacy-first, browser-based tools with no sign-up, no tracking, and simple UX for daily tasks. Location Modasa, Gujarat, India Pronouns he/him Work Founder & Builder at AllInOneTools Joined Jan 9, 2026 • Jan 12 Dropdown menu Copy link Hide This really resonates. I’ve had a very similar experience building small, browser-based tools — once you remove signups and friction, usage patterns become very clear. Most users come for one specific task, get it done fast, and leave happy. Shipping many small, focused tools feels underrated compared to chasing one “big” product, but the learning compounds quickly. Curious — did you notice a few tools getting most of the repeat usage, or did it stay fairly distributed? Like comment: Like comment: 2 likes 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 Axonix Tools Follow Professional, free, and privacy-focused web tools for developers, designers, and daily productivity. Joined Jan 12, 2026 Trending on DEV Community Hot What was your win this week??? # weeklyretro # discuss I Didn’t “Become” a Senior Developer. I Accumulated Damage. # programming # ai # career # discuss 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. 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://topenddevs.com/podcasts/adventures-in-angular/episodes/comparing-angular-and-react-in-2023-aia-376 | Comparing Angular and React in 2023 - AiA 376 - 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 Comparing Angular and React in 2023 - AiA 376 Published: March 30, 2023 Download Comparing Angular and React in 2023 - AiA 376 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: Charles Max Wood • Lucas Paganini • Jack Herrington • Paige Niedringhaus • TJ VanToll Show Notes Hosts of the React Round Up podcast, Jack Herrington, Paige Niedringhaus, and TJ Vantoll, join the Adventures in Angular Panel on this week's episode crossover. They begin the episode by contrasting the two frameworks and offering their own viewpoints on React and Angular. Additionally, they explain each of the frameworks' strong points. On YouTube Comparing Angular and React in 2023 - AiA 376 Sponsors Porkbun.com | Angular Chuck's Resume Template Developer Book Club starting Educational Links react.dev Article by Lucas Paganini Video by Lucas Paganini Promoted Links Web Animations Course: lucaspaganini.com/web-animations Hire Angular Experts: unvoid.com Blues.io Paige Niedringhaus Blue Collar Coder Socials YouTube @lucaspaganiniweb LinkedIn @lucaspaganiniweb Twitter @lucaspaganini Instagram @lucaspaganini TikTok @lucaspaganiniweb Twitter: @cmaxw Twitter: @tjvantoll Twitter: @jherr Twitter: @pniedri Picks Chuck - Atiwa Lucas - Modernize an Enterprise React App by Paige Niedringhaus Paige - Scubapro / Dive Skins / Diving Suits: Sports & Outdoors TJ - 11/22/63 by Stephen King © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:29 |
https://dev.to/eachampagne/parallelization-1bh6#main-content | Parallelization - DEV Community Forem Feed Follow new Subforems to improve your feed DEV Community Follow A space to discuss and keep up software development and manage your software career Future Follow News and discussion of science and technology such as AI, VR, cryptocurrency, quantum computing, and more. Open Forem Follow A general discussion space for the Forem community. If it doesn't have a home elsewhere, it belongs here Gamers Forem Follow An inclusive community for gaming enthusiasts Music Forem Follow From composing and gigging to gear, hot music takes, and everything in between. Vibe Coding Forem Follow Discussing AI software development, and showing off what we're building. Popcorn Movies and TV Follow Movie and TV enthusiasm, criticism and everything in-between. DUMB DEV Community Follow Memes and software development shitposting Design Community Follow Web design, graphic design and everything in-between Security Forem Follow Your central hub for all things security. From ethical hacking and CTFs to GRC and career development, for beginners and pros alike Golf Forem Follow A community of golfers and golfing enthusiasts Crypto Forem Follow A collaborative community for all things Crypto—from Bitcoin to protocol development and DeFi to NFTs and market analysis. Parenting Follow A place for parents to the share the joys, challenges, and wisdom that come from raising kids. We're here for them and for each other. Forem Core Follow Discussing the core forem open source software project — features, bugs, performance, self-hosting. Maker Forem Follow A community for makers, hobbyists, and professionals to discuss Arduino, Raspberry Pi, 3D printing, and much more. HMPL.js Forem Follow For developers using HMPL.js to build fast, lightweight web apps. A space to share projects, ask questions, and discuss server-driven templating Dropdown menu Dropdown menu Skip to content Navigation menu Search Powered by Algolia Search Log in Create account DEV Community Close Add reaction Like Unicorn Exploding Head Raised Hands Fire Jump to Comments Save Boost More... Copy link Copy link Copied to Clipboard Share to X Share to LinkedIn Share to Facebook Share to Mastodon Share Post via... Report Abuse eachampagne Posted on Nov 10, 2025 • Edited on Nov 11, 2025 Parallelization # beginners # performance # programming # computerscience If you’ve ever checked your computer’s resource usage while waiting for a script that just wouldn’t finish , you may have been dismayed to find that while one CPU core was chugging along at top speed, the others were sitting idle. If they just worked together , you may have thought, I’d be done by now . Enter parallelization! Parallelization is a programming paradigm in which a problem is split into small parts to be executed simultaneously – i.e., in parallel . This allows multiple processors, or even multiple computers, to contribute to solving the problem, cutting execution time dramatically ( Adefemi ). You’ve probably benefited from your browser performing tasks in the background to avoid slowing down a webpage or your CPU offloading graphics processing to the GPU to get hyper-realistic graphics at 60 FPS – both examples of parallel computing. However, applications of parallelization run the gamut from these personal uses to scientific research on supercomputers at my alma mater , or even on distributed networks of thousands or millions of volunteer computers worldwide, such as the network used by folding@home to simulate protein folding and understand its role in disease. Unfortunately, parallelization has some drawbacks. First, the mechanisms to transfer data between threads or processors and to synchronize results introduce overhead costs in time, memory, and program complexity. Second, not all programs can be parallelized. Code that relies on earlier results must wait until those results are calculated. Thus, highly sequential programs cannot be parallelized, or can be parallelized so minimally that the costs outweigh the gains. The problems that benefit most from parallel programming have many parts that can be run independently in no particular order ( Adefemi, Factors Impacting Parallelization ). With these constraints in mind, let’s see how to use parallelization in JavaScript. JavaScript is single-threaded , but it has some features, such as web workers , that allow us to split processes off into separate threads. If we delegate parts of our workload to several of those web workers, they can handle our calculations in parallel and give us the results when they finish. Fortunately, we don’t have to create and manage those web workers ourselves. Instead, we can use parallel.js , a library which does exactly what we want. It creates web workers, sets up an environment for them, assigns jobs, and allows access to the processed data. We’ll use parallel.js to parallelize my solution to the n-queens problem to see how it works. First, we have to decide how to split up the problem into chunks that can run in parallel. Since the first queen has to go somewhere in the first row, I can refactor my code into a function that takes a column position for the first queen and solves the rest of the board from there. I won’t show the whole algorithm, but the function signature is useful to see: function countSolutionsFromStartingColumn (n, col) { ... } Enter fullscreen mode Exit fullscreen mode To solve the whole board, I simply iterate over every possible first column position. (Actually, I can do better that – I can exploit the symmetry of the problem to iterate over half of the board and multiply by two. Odd boards take a little more finesse to not double count the center column but proceed similarly.) solveQueensInSeries = function (n) { const halfwayPoint = Math.floor(n / 2) - 1; let solutionCount = 0; //count the solutions for half the board for (let i = 0; i <= halfwayPoint; i++) { solutionCount += countSolutionsFromStartingColumn(n, i); } //multiply the first half of the board by 2 to count the other half of the board solutionCount *= 2; //if n is odd, count the solutions for the center file of the board (this doesn't get multiplied by 2) if (n % 2 === 1) { solutionCount += countSolutionsFromStartingColumn(n, halfwayPoint + 1); } return solutionCount; } Enter fullscreen mode Exit fullscreen mode In the parallel case, I can divide each of these starting columns among my workers. Parallel.js has a handy .map() function that, like the native .map() , applies a callback function to each item of an array. We create the array of starting columns, and our library takes care of assigning jobs to workers. (Note that the results get written into the input array in place.) async function solveQueensInParallel(n, maxWorkers) { const halfwayPoint = Math.floor(n / 2) - 1; let startingColumns = []; for (let i = 0; i <= halfwayPoint; i++) { startingColumns.push(i); } if (n % 2 === 1) { startingColumns.push(halfwayPoint + 1); } let p = new Parallel(startingColumns, { env: { n: n }, evalPath: '/eval.js', maxWorkers: maxWorkers }).require(countSolutionsFromStartingColumn, "src/BitwiseBoardCopy.js"); function curriedSolver(col) { return countSolutionsFromStartingColumn(global.env.n, col); } await p.map(curriedSolver); let solutionCount = 0; for (let i = 0; i <= halfwayPoint; i++) { solutionCount += p.data[i]; } solutionCount *= 2; if (n % 2 === 1) { solutionCount += p.data[halfwayPoint + 1]; } console.log(solutionCount); return solutionCount; } Enter fullscreen mode Exit fullscreen mode I did have some problems setting up the environment for the workers. Web workers operate in their own global scope (either shared among several or specific to one ), not the window object of the main script, so I had to pass in functions and external scripts using .require() and variables with the env object in the constructor options. I actually used a less efficient solution that had fewer dependencies and so didn’t require me to figure out how to give the workers access to other libraries. So, after all of this restructuring, did the parallel solver do any better? I timed my solvers by simply subtracting the end time from the start time using Date.now() . I don’t think this is the most precise benchmarking method, but is good enough for a single, long-running function like these. My results were: Run Time in seconds Approx. time in minutes No parallelization 1164.807 19.4 2 cores 748.732 12.5 4 cores 588.162 9.8 8 cores 444.225 7.4 (These are each recorded from one run. It would be better to do several runs and take the average, but given that even the fastest took several minutes to complete, I opted not to.) So the parallel version is faster, but it’s far from the “divide the runtime by the number of workers” rule that I expected. I thought perhaps the columns took different amounts of time to run, so the work wasn’t really being evenly distributed across the workers. Timing each starting column individually (without the parallel wrapper) gave me: Column Time in seconds 0 111.319 1 128.719 2 140.936 3 147.07 4 153.836 5 157.853 6 161.02 7 164.17 Sum 1164.923 Worst 2 325.19 Worst 4 636.879 So there is some variance in the runtimes, but not enough to explain the discrepancy. The 8 workers case is particularly surprising, since each worker should handle one column, so I’d expect the total runtime to be approximately the same as the slowest column. However the actual runtime is more than twice the length of column 7. I don’t understand what’s causing so much delay. Is that simply the expected overhead due to parallelization? Perhaps my CPU gets less efficient the more cores are in use, or perhaps the web worker setup is more expensive than I expected. Despite some lingering questions, I have dramatically improved my runtime for this problem, and I’m confident I will find more use cases for parallel programming in the future. If you think you might too, I absolutely recommend the article What Every Computer Scientist Needs to Know About Parallelization by Temitayo Adefemi, which I referenced several times. The article goes into much greater detail, especially on implementation and as the types of problems that benefit from parallelization, and was a very thorough introduction to the topic. Top comments (0) Subscribe Personal Trusted User Create template Templates let you quickly answer FAQs or store snippets for re-use. 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Hide child comments as well Confirm For further actions, you may consider blocking this person and/or reporting abuse eachampagne Follow Joined Sep 5, 2025 More from eachampagne Garbage Collection # computerscience # performance # programming 💎 DEV Diamond Sponsors Thank you to our Diamond Sponsors for supporting the DEV Community Google AI is the official AI Model and Platform Partner of DEV Neon is the official database partner of DEV Algolia is the official search partner of DEV DEV Community — A space to discuss and keep up software development and manage your software career Home DEV++ Podcasts Videos DEV Education Tracks DEV Challenges DEV Help Advertise on DEV DEV Showcase About Contact Free Postgres Database Software comparisons Forem Shop Code of Conduct Privacy Policy Terms of Use Built on Forem — the open source software that powers DEV and other inclusive communities. Made with love and Ruby on Rails . DEV Community © 2016 - 2026. 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https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/model-serving-at-databricks-ml-109 | Model Serving at Databricks - ML 109 - 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 Model Serving at Databricks - ML 109 Published: March 26, 2023 Download Model Serving at Databricks - ML 109 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 • Ankit Mathur • Sue Ann Hong Show Notes Today we deep dive into the mind of two brilliant Databricks software engineers. Their primary project was building the model serving feature, but expect to learn about ML side projects, traits of successful software engineers, and much more! On YouTube Model Serving at Databricks - ML 109 Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Social LinkedIn: Ankit Mathur LinkedIn: Sue Ann Hong © 2026 2022 Intentional Excellence Productions, LLC. All rights reserved. | 2026-01-13T08:48:29 |
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If your service adds location information to Posts, you must disclose to people: When you add location information Whether you add location information as a geotag or annotations data Whether your location information is listed as a place, or as geographic coordinates If your application allows people to post with their location you must comply with X’s geo guidelines in full. Any use of location data or geographic information on a standalone basis is prohibited. You may not (and may not permit others to) store, aggregate, or cache location data and other geographic information contained in X Content, except as part of a Post. For example, you may not separate location data or geographic information out from Posts to show where individuals have been over time. Heat maps and related tools that show aggregated geo activity (e.g., the number of people in a city using a hashtag) are permitted. X passwords You may not store X passwords, or request that people provide their X password, account credentials, or developer application information (including consumer key) to you directly. We suggest the use of Sign-in with X as the authentication tool to link your service and people on X. Chapter 3 Platform usage guidelines Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Spam, bots, and automation X performance benchmarking Public display of Posts Content redistribution Pay to engage Service authenticy X name, logo, and likeness Advertising on X Platform usage guidelines Have you taken care to review X’s policies and set up your API access the right way? Does your service follow X’s privacy and control guidelines? If you can answer yes to these two questions, then you are ready to start using the X API and X Content. X’s Platform Usage Guidelines provide the assistance needed to ensure that your use of X Content is compliant from day 1 throughout the lifecycle of your service. We suggest reviewing these rules on a regular basis to make sure that your integration is operating in a way that is safe and beneficial to people on X and the X platform as a whole. Spam, bots, and automation The use of the X API and developer products to create spam, or engage in any form of platform manipulation, is prohibited. You should review the X Rules on platform manipulation and spam , and ensure that your service does not, and does not enable people to, violate our policies. Services that perform write actions, including posting Posts, following accounts, or sending Direct Messages, must follow the Automation Rules . In particular, you should: Always get explicit consent before sending people automated replies or Direct Messages Immediately respect requests to opt-out of being contacted by you Never perform bulk, aggressive, or spammy actions, including bulk following Never post identical or substantially similar content across multiple accounts If you’re operating an API-based bot account you must clearly indicate what the account is and who is responsible for it. You should never mislead or confuse people about whether your account is or is not a bot. A good way to do this is by including a statement that the account is a bot in the profile bio. X performance benchmarking You may not use the X API to measure the availability, performance, functionality, or usage of X for benchmarking, competitive, or commercial purposes. For example, you should never use the X API to: Calculate aggregate X metrics, such as the total number of Monthly Actives (MAs) or Daily Actives (DAs) Calculate aggregate X Post metrics, such as the total number of Posts posted per day, or the number of account engagements Measure or analyze the responsiveness of X Measure or analyze spam or security on X, except as permitted below We support research that helps improve conversational health on X. You may not publicly disclose any research or findings concerning, or develop, create, or offer services using, the X API or X Content that measure, analyze, or attempt to identify behaviors or content which violate X policies without express written permission from X. DSA Researchers: If you need to contact X relating to access under Art. 40 of the Digital Services Act, please contact EU-Questions@X.com . If you wish to apply for researcher access, please submit an application . Public display of Posts You must maintain the integrity of all X Content that you display publicly or to people who use your service. If you don’t use X for Websites to display content, then you must use the X API to retrieve the most current version available for display. If displayed content ceases to be available through the X API, then you must remove it from your service as soon as reasonably possible, or within 24 hours after the receipt of a removal request from X, or the applicable X account owner, or as otherwise required by applicable law. There are specific rules you must follow if you display X Content offline. Follow the guidelines for using Posts in broadcast if you display Posts offline. If you embed or display Posts, you must contact us about your X API access if your site exceeds 10 million daily impressions. X reserves the right to require additional terms as a condition to your use of the X API. Additional restrictions on X for Websites developer use include: Embedded Posts and/or embedded timelines You must provide people with legally sufficient notice that fully discloses X’s collection and use of data about browsing activities on your website, including for interest-based advertising and personalization. You must also obtain legally sufficient consent from people for such collection and use You must provide legally sufficient instructions on how people can opt out of X’s interest-based advertising and personalization as described here X for Websites widgets You must ensure that people are provided with clear and comprehensive information about, and consent to, the storing and accessing of cookies or other information on their devices as described in X’s cookie use , where providing such information and obtaining such consent is required by law Services targeted to children under 13 Services targeted to children under 13 must opt out of tailoring X in any embedded Post and/or embedded timelines by setting the opt-out parameter to be ‘true’ as described here Content redistribution The best place to get X Content is directly from X. Consequently, we restrict the redistribution of X Content to third parties. If you provide X Content to third parties, including downloadable datasets or via an API, you may only distribute Post IDs, Direct Message IDs, and/or User IDs (except as described below). In total, you may not distribute more than 1,500,000 Post IDs to any entity (inclusive of multiple individuals associated with a single entity) within any 30 day period unless you have received written permission from X. In addition, developers may provide up to 500 public Posts Objects and/or User Objects to each person who uses your service on a daily basis if this is done via non-automated means (e.g., download of spreadsheets or PDFs). Academic researchers are permitted to distribute Post IDs and/or User IDs solely for the purposes of non-commercial research on behalf of an academic institution, and that has been approved by X in writing, or peer review or validation of such research. Only as many Post IDs or User IDs that is necessary for such research, and has been approved by X may be used. Any X Content provided to third parties remains subject to this Policy, and those third parties must agree to the X Terms of Service , Privacy Policy , Developer Agreement , and Developer Policy before receiving such downloads. You may not enable any entity to circumvent any other limitations or restrictions on the distribution of X Content as contained in this Policy , the Developer Agreement , or any other agreement with X. Note: This Section does not apply to researchers with X API access via Art. 40 of the EU Digital Services Act (2022) (“ DSA ”), who are instead subject to the procedures and restrictions set forth in the DSA and the Developer Agreement. Pay to engage Your service shouldn’t compensate people to take actions on X, as that results in inauthentic engagement that degrades the health of the platform. As you use the X API you may not sell or receive monetary or virtual compensation for any X actions. This includes, but is not limited to, Posts, follows, unfollows, reposts, likes, comments, and replies. Service authenticity You must clearly identify your service so that people can understand its source and purpose. Don’t use names, logos, or URLs that mask your service’s identity and features, or that falsely imply an affiliation with X or third parties. Note that creating applications for the purpose of selling names, or to prevent others from using names, is prohibited. You may not use any URL (including shortened URLs) for your service that directs people to: A site that is unrelated to your service A spam or malware site A site that encourages people to violate X policy X name, logo, and likeness You may only use and display the X name and logo to identify X as the source of X Content. You should never use the X name and logo, the X Official Partner Program badge, or any other similar marks or names in a manner that creates a false sense of endorsement, sponsorship, or association with X. The X Brand Resources contain detailed information to help you use the X brand in the right way. You may only use the X Verified Account badge and any other enhanced account categorization as it is reported to you by X through the API. This helps people know that the content your service displays is equivalent to that shown on X. Advertising on X There are restrictions regarding how and where you are allowed to advertise around X Content. To start, your advertisements can’t resemble or reasonably be confused by people as a Post. Other rules on advertising include: There must be a clear separation between X Content and your advertisements. You may not place any advertisements within the X timeline other than X Ads. X reserves the right to serve advertising via the X API. If you decide to serve X Ads once we start delivering them via the API, we will share a portion of advertising revenue with you in accordance with the relevant terms and conditions. You may not use X Content, or information obtained from the X API to target people with advertising outside of the X platform. Chapter 4 Rules for specific X services or features X login X Cards Definitions X login X Cards Definitions The following additional rules apply for any use of the X services or features listed below: X login You must present people with easy to find options to log into and out of X, for example via the OAuth protocol. The Sign in with X option must be displayed at least as prominently as any other sign-up or sign-in feature on your service. You must also provide people without a X account the opportunity to create one via X. Once someone on your service authenticates via Sign in with X you must clearly display their X identity. X identity includes the person’s current X @handle, avatar, and X logo. Any display of someone’s X followers on your service must clearly show that the relationship is associated with X. X Cards To ensure a quality experience you must develop your Card to render across all platforms where Cards are displayed. Additional rules that you must follow when using Cards include: You must mark your Post as ‘true’ for sensitive media if you plan to display such media within a Card You must use HTTPS for hosting all assets within your Card. Your Card should never generate active mixed content browser warnings Audio and video content should include stop or pause controls, and default to ‘sound off’ for videos that automatically play content You may not exceed or circumvent X’s limitations placed on any Cards, including the Card’s intended use. Additional restrictions on Cards use include: You may not place third-party sponsored content within Cards without X’s approval You may not attach monetary incentives (including virtual currency) within your Card or on X from your Card You may not include content or actions within your Card that are misleading or not contextually relevant, such as URLs and media You may only attach an App Card to a Post when someone is explicitly promoting or referring to the app in the Post Definitions X Content ‒ Posts, Post IDs, X end user profile information, and any other data and information made available to you through the X API or by any other means authorized by X, and any copies and derivative works thereof. Developer Site ‒ X’s developer site located at https://developer.x.com . Services ‒ Your websites, applications and other offerings that display X Content or otherwise use the Licensed Material as explicitly approved by X. Post ID ‒ A unique identification number generated for each Post. Post ‒ A posting made on X Applications. “X” ‒ Means (a) X Corp. (865 FM 1209, Building 2, Bastrop, TX 78602, USA) if your principal place of business is outside the European Union, EFTA States, and the United Kingdom; or (b) X Internet Unlimited Company (One Cumberland Place, Fenian Street, Dublin 2, D02 AX07, Ireland) if your principal place of business is in the European Union, EFTA States, or the United Kingdom. Direct Message - A message that is privately sent on X Applications by one end user to one or more specific end user(s) using X’s Direct Message function. X API ‒ The X Application Programming Interface (“API”), Software Development Kit (“SDK”) and/or the related documentation, data, code, and other materials provided by X with the API, as updated from time to time, including without limitation through the Developer Site. 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