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Home - The GitHub BlogUpdates, ideas, and inspiration from GitHub to help developers build and design software.Home - The GitHub Blog Skip to content / Blog Changelog Docs Customer stories Try GitHub Copilot Contact sales AI & ML AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and benefits of AI code generation and how it can improve your developer experience.Learn more Developer skills Developer skillsResources for developers to grow in their skills and careers. Application developmentInsights and best practices for building apps. Career growthTips & tricks to grow as a professional developer. GitHubImprove how you use GitHub at work. GitHub EducationLearn how to move into your first professional role. Programming languages & frameworksStay current on what’s new (or new again). Get started with GitHub documentationLearn how to start building, shipping, and maintaining software with GitHub.Learn more Engineering EngineeringGet an inside look at how we’re building the home for all developers. Architecture & optimizationDiscover how we deliver a performant and highly available experience across the GitHub platform. Engineering principlesExplore best practices for building software at scale with a majority remote team. InfrastructureGet a glimpse at the technology underlying the world’s leading AI-powered developer platform. Platform securityLearn how we build security into everything we do across the developer lifecycle. User experienceFind out what goes into making GitHub the home for all developers. How we use GitHub to be more productive, collaborative, and secureOur 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 Enterprise software Enterprise softwareExplore how to write, build, and deploy enterprise software at scale. AutomationAutomating your way to faster and more secure ships. CI/CDGuides on continuous integration and delivery. CollaborationTips, tools, and tricks to improve developer collaboration. DevOpsDevOps resources for enterprise engineering teams. DevSecOpsHow to integrate security into the SDLC. Governance & complianceEnsuring your builds stay clean. How enterprise engineering teams can successfully adopt AILearn how to bring AI to your engineering teams and maximize the value that you get from it.Learn more News & insights News & insightsKeep up with what’s new and notable from inside GitHub. Company newsAn inside look at news and product updates from GitHub. ProductThe latest on GitHub’s platform, products, and tools. OctoverseInsights into the state of open source on GitHub. PolicyThe latest policy and regulatory changes in software. ResearchData-driven insights around the developer ecosystem. The libraryOlder news and updates from GitHub. Unlocking the power of unstructured data with RAGLearn how to use retrieval-augmented generation (RAG) to capture more insights.Learn more Open Source Open SourceEverything open source on GitHub. GitThe latest Git updates. MaintainersSpotlighting open source maintainers. Social impactHow open source is driving positive change. GamingExplore open source games on GitHub. An introduction to innersourceOrganizations worldwide are incorporating open source methodologies into the way they build and ship their own software.Learn more Security SecurityStay up to date on everything security. Application securityApplication security, explained. Supply chain securityDemystifying supply chain security. Vulnerability researchUpdates from the GitHub Security Lab. Web application securityHelpful tips on securing web applications. The enterprise guide to AI-powered DevSecOpsLearn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.Learn more Search Categories AI & ML BackAI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and benefits of AI code generation and how it can improve your developer experience.Learn more Developer skills BackDeveloper skillsResources for developers to grow in their skills and careers. Application developmentInsights and best practices for building apps. Career growthTips & tricks to grow as a professional developer. GitHubImprove how you use GitHub at work. GitHub EducationLearn how to move into your first professional role. Programming languages & frameworksStay current on what’s new (or new again). Get started with GitHub documentationLearn how to start building, shipping, and maintaining software with GitHub.Learn more Engineering BackEngineeringGet an inside look at how we’re building the home for all developers. Architecture & optimizationDiscover how we deliver a performant and highly available experience across the GitHub platform. Engineering principlesExplore best practices for building software at scale with a majority remote team. InfrastructureGet a glimpse at the technology underlying the world’s leading AI-powered developer platform. Platform securityLearn how we build security into everything we do across the developer lifecycle. User experienceFind out what goes into making GitHub the home for all developers. How we use GitHub to be more productive, collaborative, and secureOur 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 Enterprise software BackEnterprise softwareExplore how to write, build, and deploy enterprise software at scale. AutomationAutomating your way to faster and more secure ships. CI/CDGuides on continuous integration and delivery. CollaborationTips, tools, and tricks to improve developer collaboration. DevOpsDevOps resources for enterprise engineering teams. DevSecOpsHow to integrate security into the SDLC. Governance & complianceEnsuring your builds stay clean. How enterprise engineering teams can successfully adopt AILearn how to bring AI to your engineering teams and maximize the value that you get from it.Learn more News & insights BackNews & insightsKeep up with what’s new and notable from inside GitHub. Company newsAn inside look at news and product updates from GitHub. ProductThe latest on GitHub’s platform, products, and tools. OctoverseInsights into the state of open source on GitHub. PolicyThe latest policy and regulatory changes in software. ResearchData-driven insights around the developer ecosystem. The libraryOlder news and updates from GitHub. Unlocking the power of unstructured data with RAGLearn how to use retrieval-augmented generation (RAG) to capture more insights.Learn more Open Source BackOpen SourceEverything open source on GitHub. GitThe latest Git updates. MaintainersSpotlighting open source maintainers. Social impactHow open source is driving positive change. GamingExplore open source games on GitHub. An introduction to innersourceOrganizations worldwide are incorporating open source methodologies into the way they build and ship their own software.Learn more Security BackSecurityStay up to date on everything security. Application securityApplication security, explained. Supply chain securityDemystifying supply chain security. Vulnerability researchUpdates from the GitHub Security Lab. Web application securityHelpful tips on securing web applications. The enterprise guide to AI-powered DevSecOpsLearn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.Learn more Changelog Docs Customer stories Contact sales Try GitHub Copilot The GitHub Blog Collaboration GitHub Enterprise: The best migration path from AWS CodeCommit AWS CodeCommit is discontinuing new customer access and will no longer introduce new features. Learn how to migrate to GitHub Enterprise and why it’s the best option for you. Melody Mileski & Jun Pak · August 27, 2024 Developer skills Beginner’s guide to GitHub: Merging a pull request As part of the GitHub for Beginners guide, learn how to merge pull requests. This will enable you to resolve conflicts when they arise. Kedasha Kerr · August 26, 2024 Company news GitHub named a Leader in the Gartner first-ever Magic Quadrant for AI Code Assistants This year, as part of its annual Magic Quadrant series, Gartner published a first-of-its-kind report analyzing the state of play in the AI Code Assistants market–and named GitHub a Leader. GitHub Staff · August 22, 2024 Developer skills How to level up your Git game with GitHub CLI Using Git in the CLI can improve your development speed and power. Here are our top eight commands for using GitHub via your command line. Michelle Duke · August 15, 2024 We do newsletters, too Discover tips, technical guides, and best practices in our biweekly newsletter just for devs. Your email address Subscribe Yes please, I’d like GitHub and affiliates to use my information for personalized communications, targeted advertising and campaign effectiveness. See the GitHub Privacy Statement for more details. Subscribe Latest View all Maintainers How to build an open source metrics dashboard How GitHub volunteers built an open source metrics dashboard for the World Health Organization and some best practices they picked up along the way. Ian Candy, Liliana Torres & Andrew Henry · September 3, 2024 News & insights 2024 is the biggest global election year in history. What’s at stake for developers? GitHub is considering what is at stake for our users and platform, how we can take responsible action to support free and fair elections, and how developers contribute to resilient democratic processes. Shelley McKinley · August 28, 2024 News & insights Survey: The AI wave continues to grow on software development teams We surveyed 2,000 people on software development teams at enterprises in the U.S., Brazil, India, and Germany about the use, experience, and expectations around generative AI tools in software development. Kyle Daigle & GitHub Staff · August 20, 2024 View all Popular All categories All categories AI & ML Developer skills Engineering Enterprise software News & insights Open Source Security Showing popular posts from: All categories Maintainers How to build an open source metrics dashboard How GitHub volunteers built an open source metrics dashboard for the World Health Organization and some best practices they picked up along the way. Ian Candy, Liliana Torres & Andrew Henry · September 3, 2024 News & insights Raising the bar for software security: GitHub 2FA begins March 13 On March 13, we will officially begin rolling out our initiative to require all developers who contribute code on GitHub.com to enable one or more forms of two-factor authentication (2FA) by the end of 2023. Read on to learn about what the process entails and how you can help secure the software supply chain with 2FA. Laura Paine & Hirsch Singhal · March 9, 2023 Company news Welcoming Semmle to GitHub Today we’re announcing a big step in securing the open source supply chain: we’re welcoming Semmle to the GitHub. Nat Friedman · September 18, 2019 Changelog View all changes Lower permissions for GitHub Enterprise Cloud Team Sync for Microsoft Entra ID September 5, 2024 Deprecation notice: Dependabot dropping support for Bundler v1 September 5, 2024 Pull request commits page refresh (public beta) September 5, 2024 Copilot Chat in GitHub.com is now contextually aware of GitHub Advanced Security alerts September 5, 2024 View all changes Engineering More Engineering articles The ultimate guide to developer happiness Five actionable tips and strategies to supercharge developer happiness—and a more innovative workplace. Jeimy Ruiz · August 13, 2024 How GitHub supports neurodiverse employees (and how your company can, too) Teams with neurodivergent employees can be up to 30 percent more productive. Discover tips on how best to support them in your workplace. Lou Nelson & Owen Niblock · July 29, 2024 How we improved availability through iterative simplification Solving and staying ahead of problems when scaling up a system of GitHub’s size is a delicate process. Here’s a look at some of the tools in GitHub’s toolbox, and how we’ve used them to solve problems. Nick Hengeveld · July 23, 2024 Exploring the challenges in creating an accessible sortable list (drag-and-drop) Drag-and-drop is a highly interactive and visual interface. We often use drag-and-drop to perform tasks like uploading files, reordering browser bookmarks, or even moving a card in solitaire. Kendall Gassner · July 9, 2024 How we improved push processing on GitHub Pushing code to GitHub is one of the most fundamental interactions that developers have with GitHub every day. Read how we have significantly improved the ability of our monolith to correctly and fully process pushes from our users. Will Haltom · June 11, 2024 More Engineering articles Spotlight View GitHub on YouTube How NVDA & OSARA are empowering blind people globally Meet Michael “Mick” Curran and Jamie Teh, the creators of the open-source NVDA (NonVisual Desktop Access) screen reader—and a community of blind and low-vision developers, musicians, and audio engineers who use NVDA and OSARA. How to use Copilot Workspace A closer look at how to use GitHub’s Copilot Workspace as GitHub Next’s Senior Director of Research, Idan Gazit, with a full demo and tutorial. A brief introduction to Git for beginners Join GitHub Developer Advocate Kedasha Kerr as she guides you through everything you need to know to get started and be successful with Git and GitHub. View GitHub on YouTube Featured playlists View all playlists GitHub Copilot Our customers The Download GitHub for Beginners View all playlists News & insights More News & insights articles GitHub Availability Report: July 2024 In July, we experienced four incidents that resulted in degraded performance across GitHub services. Jakub Oleksy · August 14, 2024 Found means fixed: Secure code more than three times faster with Copilot Autofix With Copilot Autofix, developers and security teams can keep new vulnerabilities out of code and confidently remediate their backlog security debt. Mike Hanley · August 14, 2024 Introducing GitHub Models: A new generation of AI engineers building on GitHub We are enabling the rise of the AI engineer with GitHub Models–bringing the power of industry leading large and small language models to our more than 100 million users directly on GitHub. Thomas Dohmke · August 1, 2024 How researchers are using GitHub Innovation Graph data to estimate the impact of ChatGPT An interview with economic researchers who are applying causal inference techniques to analyze the effect of generative AI tools on software development activity. Kevin Xu · July 17, 2024 GitHub Availability Report: June 2024 In June, we experienced two incidents that resulted in degraded performance across GitHub services. Jakub Oleksy · July 12, 2024 Advancing responsible practices for open source AI Outcomes from the Partnership on AI and GitHub workshop. Peter Cihon · July 11, 2024 More News & insights articles The world's largest developer platform Docs Everything you need to master GitHub, all in one place. Go to Docs GitHub Build what’s next on GitHub, the place for anyone from anywhere to build anything. Start building Customer stories Meet the companies and engineering teams that build with GitHub. 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