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Let’s take a look at how we use GitHub to be more productive, build collaboratively, and shift security left. Learn more - [Enterprise software](https://github.blog/enterprise-software/) - [Enterprise software](https://github.blog/enterprise-software/) Explore how to write, build, and deploy enterprise software at scale. - [Automation](https://github.blog/enterprise-software/automation/) Automating your way to faster and more secure ships. - [CI/CD](https://github.blog/enterprise-software/ci-cd/) Guides on continuous integration and delivery. - [Collaboration](https://github.blog/enterprise-software/collaboration/) Tips, tools, and tricks to improve developer collaboration. - [DevOps](https://github.blog/enterprise-software/devops/) DevOps resources for enterprise engineering teams. - [DevSecOps](https://github.blog/enterprise-software/devsecops/) How to integrate security into the SDLC. - [Governance & compliance](https://github.blog/enterprise-software/governance-and-compliance/) Ensuring your builds stay clean. -  [GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for AI Code Assistants](https://github.com/resources/whitepapers/gartner-magic-quadrant-and-critical-capabilities-for-ai-code-assistants) Learn why Gartner positioned GitHub as a Leader for the second year in a row. Learn more - [News & insights](https://github.blog/news-insights/) - [News & insights](https://github.blog/news-insights/) Keep up with what’s new and notable from inside GitHub. - [Company news](https://github.blog/news-insights/company-news/) An inside look at news and product updates from GitHub. - [Product](https://github.blog/news-insights/product-news/) The latest on GitHub’s platform, products, and tools. - [Octoverse](https://github.blog/news-insights/octoverse/) Insights into the state of open source on GitHub. - [Policy](https://github.blog/news-insights/policy-news-and-insights/) The latest policy and regulatory changes in software. - [Research](https://github.blog/news-insights/research/) Data-driven insights around the developer ecosystem. - [The library](https://github.blog/news-insights/the-library/) Older news and updates from GitHub. -  [Unlocking the power of unstructured data with RAG](https://github.blog/ai-and-ml/llms/unlocking-the-power-of-unstructured-data-with-rag/) Learn how to use retrieval-augmented generation (RAG) to capture more insights. Learn more - [Open Source](https://github.blog/open-source/) - [Open Source](https://github.blog/open-source/) Everything open source on GitHub. - [Git](https://github.blog/open-source/git/) The latest Git updates. - [Maintainers](https://github.blog/open-source/maintainers/) Spotlighting open source maintainers. - [Social impact](https://github.blog/open-source/social-impact/) How open source is driving positive change. - [Gaming](https://github.blog/open-source/gaming/) Explore open source games on GitHub. -  [An introduction to innersource](https://resources.github.com/software-development/innersource/) Organizations worldwide are incorporating open source methodologies into the way they build and ship their own software. Learn more - [Security](https://github.blog/security/) - [Security](https://github.blog/security/) Stay up to date on everything security. - [Application security](https://github.blog/security/application-security/) Application security, explained. - [Supply chain security](https://github.blog/security/supply-chain-security/) Demystifying supply chain security. - [Vulnerability research](https://github.blog/security/vulnerability-research/) Updates from the GitHub Security Lab. - [Web application security](https://github.blog/security/web-application-security/) Helpful tips on securing web applications. -  [The enterprise guide to AI-powered DevSecOps](https://resources.github.com/security/the-enterprise-guide-to-ai-powered-devsecops/) Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation. Learn more ## Categories - [AI & ML](https://github.blog/ai-and-ml/) - Back [AI & ML](https://github.blog/ai-and-ml/) Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. - [Generative AI](https://github.blog/ai-and-ml/generative-ai/) Learn how to build with generative AI. - [GitHub Copilot](https://github.blog/ai-and-ml/github-copilot/) Change how you work with GitHub Copilot. - [LLMs](https://github.blog/ai-and-ml/llms/) Everything developers need to know about LLMs. - [Machine learning](https://github.blog/ai-and-ml/machine-learning/) Machine learning tips, tricks, and best practices. - [How AI code generation works](https://github.blog/ai-and-ml/generative-ai/how-ai-code-generation-works/) Explore the capabilities and benefits of AI code generation and how it can improve your developer experience. [Learn more](https://github.blog/ai-and-ml/generative-ai/how-ai-code-generation-works/) - [Developer skills](https://github.blog/developer-skills/) - Back [Developer skills](https://github.blog/developer-skills/) Resources for developers to grow in their skills and careers. - [Application development](https://github.blog/developer-skills/application-development/) Insights and best practices for building apps. - [Career growth](https://github.blog/developer-skills/career-growth/) Tips & tricks to grow as a professional developer. - [GitHub](https://github.blog/developer-skills/github/) Improve how you use GitHub at work. - [GitHub Education](https://github.blog/developer-skills/github-education/) Learn how to move into your first professional role. - [Programming languages & frameworks](https://github.blog/developer-skills/programming-languages-and-frameworks/) Stay current on what’s new (or new again). - [Get started with GitHub documentation](https://docs.github.com/en/get-started) Learn how to start building, shipping, and maintaining software with GitHub. [Learn more](https://docs.github.com/en/get-started) - [Engineering](https://github.blog/engineering/) - Back [Engineering](https://github.blog/engineering/) Get an inside look at how we’re building the home for all developers. - [Architecture & optimization](https://github.blog/engineering/architecture-optimization/) Discover how we deliver a performant and highly available experience across the GitHub platform. - [Engineering principles](https://github.blog/engineering/engineering-principles/) Explore best practices for building software at scale with a majority remote team. - [Infrastructure](https://github.blog/engineering/infrastructure/) Get a glimpse at the technology underlying the world’s leading AI-powered developer platform. - [Platform security](https://github.blog/engineering/platform-security/) Learn how we build security into everything we do across the developer lifecycle. - [User experience](https://github.blog/engineering/user-experience/) Find out what goes into making GitHub the home for all developers. - [How we use GitHub to be more productive, collaborative, and secure](https://github.blog/engineering/how-we-use-github-to-be-more-productive-collaborative-and-secure/) Our engineering and security teams do some incredible work. Let’s take a look at how we use GitHub to be more productive, build collaboratively, and shift security left. [Learn more](https://github.blog/engineering/how-we-use-github-to-be-more-productive-collaborative-and-secure/) - [Enterprise software](https://github.blog/enterprise-software/) - Back [Enterprise software](https://github.blog/enterprise-software/) Explore how to write, build, and deploy enterprise software at scale. - [Automation](https://github.blog/enterprise-software/automation/) Automating your way to faster and more secure ships. - [CI/CD](https://github.blog/enterprise-software/ci-cd/) Guides on continuous integration and delivery. - [Collaboration](https://github.blog/enterprise-software/collaboration/) Tips, tools, and tricks to improve developer collaboration. - [DevOps](https://github.blog/enterprise-software/devops/) DevOps resources for enterprise engineering teams. - [DevSecOps](https://github.blog/enterprise-software/devsecops/) How to integrate security into the SDLC. - [Governance & compliance](https://github.blog/enterprise-software/governance-and-compliance/) Ensuring your builds stay clean. - [GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for AI Code Assistants](https://github.com/resources/whitepapers/gartner-magic-quadrant-and-critical-capabilities-for-ai-code-assistants) Learn why Gartner positioned GitHub as a Leader for the second year in a row. [Learn more](https://github.com/resources/whitepapers/gartner-magic-quadrant-and-critical-capabilities-for-ai-code-assistants) - [News & insights](https://github.blog/news-insights/) - Back [News & insights](https://github.blog/news-insights/) Keep up with what’s new and notable from inside GitHub. - [Company news](https://github.blog/news-insights/company-news/) An inside look at news and product updates from GitHub. - [Product](https://github.blog/news-insights/product-news/) The latest on GitHub’s platform, products, and tools. - [Octoverse](https://github.blog/news-insights/octoverse/) Insights into the state of open source on GitHub. - [Policy](https://github.blog/news-insights/policy-news-and-insights/) The latest policy and regulatory changes in software. - [Research](https://github.blog/news-insights/research/) Data-driven insights around the developer ecosystem. - [The library](https://github.blog/news-insights/the-library/) Older news and updates from GitHub. - [Unlocking the power of unstructured data with RAG](https://github.blog/ai-and-ml/llms/unlocking-the-power-of-unstructured-data-with-rag/) Learn how to use retrieval-augmented generation (RAG) to capture more insights. [Learn more](https://github.blog/ai-and-ml/llms/unlocking-the-power-of-unstructured-data-with-rag/) - [Open Source](https://github.blog/open-source/) - Back [Open Source](https://github.blog/open-source/) Everything open source on GitHub. - [Git](https://github.blog/open-source/git/) The latest Git updates. - [Maintainers](https://github.blog/open-source/maintainers/) Spotlighting open source maintainers. - [Social impact](https://github.blog/open-source/social-impact/) How open source is driving positive change. - [Gaming](https://github.blog/open-source/gaming/) Explore open source games on GitHub. - [An introduction to innersource](https://resources.github.com/software-development/innersource/) Organizations worldwide are incorporating open source methodologies into the way they build and ship their own software. [Learn more](https://resources.github.com/software-development/innersource/) - [Security](https://github.blog/security/) - Back [Security](https://github.blog/security/) Stay up to date on everything security. - [Application security](https://github.blog/security/application-security/) Application security, explained. - [Supply chain security](https://github.blog/security/supply-chain-security/) Demystifying supply chain security. - [Vulnerability research](https://github.blog/security/vulnerability-research/) Updates from the GitHub Security Lab. - [Web application security](https://github.blog/security/web-application-security/) Helpful tips on securing web applications. - [The enterprise guide to AI-powered DevSecOps](https://resources.github.com/security/the-enterprise-guide-to-ai-powered-devsecops/) Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation. [Learn more](https://resources.github.com/security/the-enterprise-guide-to-ai-powered-devsecops/) - [Changelog](https://github.blog/changelog/) - [Docs](https://docs.github.com/) - [Customer stories](https://github.com/customer-stories) [See what's new](https://github.com/events/universe/recap) [Try GitHub Copilot](https://github.com/features/copilot) -  [AI & ML](https://github.blog/ai-and-ml/) ## [Building an emoji list generator with the GitHub Copilot CLI](https://github.blog/ai-and-ml/github-copilot/building-an-emoji-list-generator-with-the-github-copilot-cli/) See how we created an emoji list generator during the Rubber Duck Thursday stream. [](https://github.blog/author/cassidoo/) [Cassidy Williams](https://github.blog/author/cassidoo/ "Posts by Cassidy Williams") · April 17, 2026 -   [Company news](https://github.blog/news-insights/company-news/) ## [Bringing more transparency to GitHub’s status page](https://github.blog/news-insights/company-news/bringing-more-transparency-to-githubs-status-page/) Changes to the status page will provide more specific data, so you’ll have better insight into the overall health of the platform. [Jakub Oleksy](https://github.blog/author/jakuboleksy/ "Posts by Jakub Oleksy") · April 17, 2026 -   [Engineering](https://github.blog/engineering/) ## [How GitHub uses eBPF to improve deployment safety](https://github.blog/engineering/infrastructure/how-github-uses-ebpf-to-improve-deployment-safety/) Learn how Github uses eBPF to detect and prevent circular dependencies in its deployment tooling. [Lawrence Gripper](https://github.blog/author/lawrencegripper/ "Posts by Lawrence Gripper") & [Aleksey Levenstein](https://github.blog/author/levenleven/ "Posts by Aleksey Levenstein") · April 16, 2026 -   [AI & ML](https://github.blog/ai-and-ml/) ## [Build a personal organization command center with GitHub Copilot CLI](https://github.blog/ai-and-ml/github-copilot/build-a-personal-organization-command-center-with-github-copilot-cli/) Learn about the productivity tool one GitHub engineer built, and how AI supported the development process. [Cassidy Williams](https://github.blog/author/cassidoo/ "Posts by Cassidy Williams") & [Jacklyn Carroll](https://github.blog/author/jacklynlee31/ "Posts by Jacklyn Carroll") · April 15, 2026 ## We do newsletters, too Discover tips, technical guides, and best practices in our biweekly newsletter just for devs. Your email address ## Latest [View all](https://github.blog/latest/) -   [News & insights](https://github.blog/news-insights/) ## [Developer policy update: Intermediary liability, copyright, and transparency](https://github.blog/news-insights/policy-news-and-insights/developer-policy-update-intermediary-liability-copyright-and-transparency/) We’re sharing recent policy updates that developers should know about, updating our Transparency Center with the full year of 2025 data, and looking to what’s ahead. [Margaret Tucker](https://github.blog/author/margarettucker/ "Posts by Margaret Tucker") · April 15, 2026 -   [AI & ML](https://github.blog/ai-and-ml/) ## [Hack the AI agent: Build agentic AI security skills with the GitHub Secure Code Game](https://github.blog/security/hack-the-ai-agent-build-agentic-ai-security-skills-with-the-github-secure-code-game/) Learn to find and exploit real-world agentic AI vulnerabilities through five progressive challenges in this free, open source game that over 10,000 developers have already used to sharpen their security skills. [Joseph Katsioloudes](https://github.blog/author/jkcso/ "Posts by Joseph Katsioloudes") · April 14, 2026 -   [Application security](https://github.blog/security/application-security/) ## [How exposed is your code? Find out in minutes—for free](https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free/) The new Code Security Risk Assessment gives you a one-click view of vulnerabilities across your organization, at no cost. [Dorothy Pearce](https://github.blog/author/dorothymitchell/ "Posts by Dorothy Pearce") & [Eric Tooley](https://github.blog/author/2ley/ "Posts by Eric Tooley") · April 14, 2026 ## Popular -   [Company news](https://github.blog/news-insights/company-news/) ## [Updates to GitHub Copilot interaction data usage policy](https://github.blog/news-insights/company-news/updates-to-github-copilot-interaction-data-usage-policy/) From April 24 onward, interaction data—specifically inputs, outputs, code snippets, and associated context—from Copilot Free, Pro, and Pro+ users will be used to train and improve our AI models unless they opt out. [Mario Rodriguez](https://github.blog/author/mariorod/ "Posts by Mario Rodriguez") · March 25, 2026 -   [Engineering](https://github.blog/engineering/) ## [How GitHub uses eBPF to improve deployment safety](https://github.blog/engineering/infrastructure/how-github-uses-ebpf-to-improve-deployment-safety/) Learn how Github uses eBPF to detect and prevent circular dependencies in its deployment tooling. [Lawrence Gripper](https://github.blog/author/lawrencegripper/ "Posts by Lawrence Gripper") & [Aleksey Levenstein](https://github.blog/author/levenleven/ "Posts by Aleksey Levenstein") · April 16, 2026 -   [AI & ML](https://github.blog/ai-and-ml/) ## [Building an emoji list generator with the GitHub Copilot CLI](https://github.blog/ai-and-ml/github-copilot/building-an-emoji-list-generator-with-the-github-copilot-cli/) See how we created an emoji list generator during the Rubber Duck Thursday stream. [Cassidy Williams](https://github.blog/author/cassidoo/ "Posts by Cassidy Williams") · April 17, 2026 ## Changelog [View all changes](https://github.blog/changelog/) ### [GitHub Copilot CLI now supports Copilot auto model selection](https://github.blog/changelog/2026-04-17-github-copilot-cli-now-supports-copilot-auto-model-selection) April 17, 2026 ### [Manage agent skills with GitHub CLI](https://github.blog/changelog/2026-04-16-manage-agent-skills-with-github-cli) April 16, 2026 ### [Rule insights dashboard and unified filter bar](https://github.blog/changelog/2026-04-16-rule-insights-dashboard-and-unified-filter-bar) April 16, 2026 ### [Claude Opus 4.7 is generally available](https://github.blog/changelog/2026-04-16-claude-opus-4-7-is-generally-available) April 16, 2026 [View all changes](https://github.blog/changelog/) ## Engineering [More engineering articles](https://github.blog/engineering/) -   ## [The uphill climb of making diff lines performant](https://github.blog/engineering/architecture-optimization/the-uphill-climb-of-making-diff-lines-performant/) The path to better performance is often found in simplicity. [](https://github.blog/author/lukeghenco/) [](https://github.blog/author/adamshwert/) [Luke Ghenco](https://github.blog/author/lukeghenco/ "Posts by Luke Ghenco") & [Adam Shwert](https://github.blog/author/adamshwert/ "Posts by Adam Shwert") · April 3, 2026 -  ### [Continuous AI for accessibility: How GitHub transforms feedback into inclusion](https://github.blog/ai-and-ml/github-copilot/continuous-ai-for-accessibility-how-github-transforms-feedback-into-inclusion/) AI automates triage for accessibility feedback, allowing us to focus on fixing barriers—turning a chaotic backlog into continuous, rapid resolutions. [Carie Fisher](https://github.blog/author/cehfisher/ "Posts by Carie Fisher") · March 12, 2026 -  ### [How we rebuilt the search architecture for high availability in GitHub Enterprise Server](https://github.blog/engineering/architecture-optimization/how-we-rebuilt-the-search-architecture-for-high-availability-in-github-enterprise-server/) Here’s how we made the search experience better, faster, and more resilient for GHES customers. [David Tippett](https://github.blog/author/dtaivpp/ "Posts by David Tippett") · March 3, 2026 -  ### [From pixels to characters: The engineering behind GitHub Copilot CLI’s animated ASCII banner](https://github.blog/engineering/from-pixels-to-characters-the-engineering-behind-github-copilot-clis-animated-ascii-banner/) Learn how GitHub built an accessible, multi-terminal-safe ASCII animation for the Copilot CLI using custom tooling, ANSI color roles, and advanced terminal engineering. [Aaron Winston](https://github.blog/author/aaronwinston/ "Posts by Aaron Winston") · January 28, 2026 -  ### [When protections outlive their purpose: A lesson on managing defense systems at scale](https://github.blog/engineering/infrastructure/when-protections-outlive-their-purpose-a-lesson-on-managing-defense-systems-at-scale/) User feedback led us to clean up outdated mitigations. See why observability and lifecycle management are critical for defense systems. [Thomas Kjær Aabo](https://github.blog/author/tkjaer/ "Posts by Thomas Kjær Aabo") · January 15, 2026 ## Spotlight [View GitHub on YouTube](https://www.youtube.com/github)  ### Octoverse 2025: AI, India, and the new \#1 programming language Dive into the key findings from Octoverse 2025! This year saw record-breaking growth with over 180 million developers now on GitHub. We explore three big shifts: generative AI becoming ordinary engineering, TypeScript’s rise to the \#1 language, and how AI is influencing developer choices. See how the developer map is redrawing itself faster than ever.  ### The untold story of Log4j and Log4Shell In late 2021, the Log4Shell vulnerability sent shockwaves through the global tech community. Hear the untold, inside story from Christian Grobmeier, a maintainer of the Log4j project.  ### [Two decades of Git: A conversation with creator Linus Torvalds](https://www.youtube.com/watch?v=b5Ho2_Si6hY) Twenty years ago, Linus Torvalds created the basis for Git in just 10 days, forever changing how developers collaborate on code. In this interview, Linus Torvalds discusses Git’s unexpected journey. ## Featured playlists [View all playlists](https://www.youtube.com/@GitHub/playlists)  [Explore GitHub Universe 2025](https://www.youtube.com/playlist?list=PL0lo9MOBetEFKNlPHNouEmVeYeyoyGTXC)  [Learn about GitHub Copilot](https://www.youtube.com/playlist?list=PL0lo9MOBetEHEHi9h0k_lPn0XZdEeYZDS)  [Stay informed with The Download](https://www.youtube.com/playlist?list=PL0lo9MOBetEE0goMLEl97vO7slruNVj43) [](https://www.youtube.com/watch?v=n0NlxUyA7FI&list=PL0lo9MOBetEFc6rN_y9-YKA3plCSUb1NP) [Explore GitHub Copilot for Beginners](https://www.youtube.com/watch?v=n0NlxUyA7FI&list=PL0lo9MOBetEFc6rN_y9-YKA3plCSUb1NP) ## News & insights [More News & insights articles](https://github.blog/news-insights/) -   ## [GitHub availability report: March 2026](https://github.blog/news-insights/company-news/github-availability-report-march-2026/) In March, we experienced four incidents that resulted in degraded performance across GitHub services. [Jakub Oleksy](https://github.blog/author/jakuboleksy/ "Posts by Jakub Oleksy") · April 8, 2026 -   ## [GitHub Universe is back: We want you to take the stage](https://github.blog/news-insights/company-news/github-universe-is-back-we-want-you-to-take-the-stage/) Get inspired by five of the most memorable, magical, and quirky Universe sessions to date. [Rachel Cohen](https://github.blog/author/rachcoheller/ "Posts by Rachel Cohen") · April 8, 2026 -   ## [What’s coming to our GitHub Actions 2026 security roadmap](https://github.blog/news-insights/product-news/whats-coming-to-our-github-actions-2026-security-roadmap/) A look at GitHub Actions’ 2026 roadmap, outlining how secure defaults, policy controls, and CI/CD observability harden the software supply chain end to end. [Greg Ose](https://github.blog/author/gregose/ "Posts by Greg Ose") · March 26, 2026 -   ## [GitHub availability report: February 2026](https://github.blog/news-insights/company-news/github-availability-report-february-2026/) In February, we experienced six incidents that resulted in degraded performance across GitHub services. [Jakub Oleksy](https://github.blog/author/jakuboleksy/ "Posts by Jakub Oleksy") · March 11, 2026 -   ## [Addressing GitHub’s recent availability issues](https://github.blog/news-insights/company-news/addressing-githubs-recent-availability-issues-2/) GitHub recently experienced several availability incidents. We understand the impact these outages have on our customers and are sharing details on the stabilization work we’re prioritizing right now. [Vlad Fedorov](https://github.blog/author/vfedorovgh/ "Posts by Vlad Fedorov") · March 11, 2026 -   ## [GitHub availability report: January 2026](https://github.blog/news-insights/company-news/github-availability-report-january-2026/) In January, we experienced two incidents that resulted in degraded performance across GitHub services. [Jakub Oleksy](https://github.blog/author/jakuboleksy/ "Posts by Jakub Oleksy") · February 11, 2026 ## The world's largest developer platform  ### Docs Everything you need to master GitHub, all in one place. [Go to Docs](https://docs.github.com/)  ### GitHub Build what’s next on GitHub, the place for anyone from anywhere to build anything. [Start building](https://github.com/)  ### Customer stories Meet the companies and engineering teams that build with GitHub. 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