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AI & ML
- AI & ML
  Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry.
  - Generative AI
    Learn how to build with generative AI.
  - GitHub Copilot
    Change how you work with GitHub Copilot.
  - LLMs
    Everything developers need to know about LLMs.
  - Machine learning
    Machine learning tips, tricks, and best practices.
- How AI code generation works
  Explore the capabilities and benefits of AI code generation and how it can improve your developer experience.
  Learn more
Developer skills
- Developer skills
  Resources for developers to grow in their skills and careers.
  - Application development
    Insights and best practices for building apps.
  - Career growth
    Tips & tricks to grow as a professional developer.
  - GitHub
    Improve how you use GitHub at work.
  - GitHub Education
    Learn how to move into your first professional role.
  - Programming languages & frameworks
    Stay current on what’s new (or new again).
- Get started with GitHub documentation
  Learn how to start building, shipping, and maintaining software with GitHub.
  Learn more
Engineering
- Engineering
  Get an inside look at how we’re building the home for all developers.
  - Architecture & optimization
    Discover how we deliver a performant and highly available experience across the GitHub platform.
  - Engineering principles
    Explore best practices for building software at scale with a majority remote team.
  - Infrastructure
    Get a glimpse at the technology underlying the world’s leading AI-powered developer platform.
  - Platform security
    Learn how we build security into everything we do across the developer lifecycle.
  - 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
  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
Enterprise software
- Enterprise software
  Explore how to write, build, and deploy enterprise software at scale.
  - Automation
    Automating your way to faster and more secure ships.
  - CI/CD
    Guides on continuous integration and delivery.
  - Collaboration
    Tips, tools, and tricks to improve developer collaboration.
  - DevOps
    DevOps resources for enterprise engineering teams.
  - DevSecOps
    How to integrate security into the SDLC.
  - Governance & compliance
    Ensuring your builds stay clean.
- How enterprise engineering teams can successfully adopt AI
  Learn how to bring AI to your engineering teams and maximize the value that you get from it.
  Learn more
News & insights
- News & insights
  Keep up with what’s new and notable from inside GitHub.
  - Company news
    An inside look at news and product updates from GitHub.
  - Product
    The latest on GitHub’s platform, products, and tools.
  - Octoverse
    Insights into the state of open source on GitHub.
  - Policy
    The latest policy and regulatory changes in software.
  - Research
    Data-driven insights around the developer ecosystem.
  - The library
    Older news and updates from GitHub.
- Unlocking the power of unstructured data with RAG
  Learn how to use retrieval-augmented generation (RAG) to capture more insights.
  Learn more
Open Source
- Open Source
  Everything open source on GitHub.
  - Git
    The latest Git updates.
  - Maintainers
    Spotlighting open source maintainers.
  - Social impact
    How open source is driving positive change.
  - Gaming
    Explore open source games on GitHub.
- An introduction to innersource
  Organizations worldwide are incorporating open source methodologies into the way they build and ship their own software.
  Learn more
Security
- Security
  Stay up to date on everything security.
  - Application security
    Application security, explained.
  - Supply chain security
    Demystifying supply chain security.
  - Vulnerability research
    Updates from the GitHub Security Lab.
  - Web application security
    Helpful tips on securing web applications.
- 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

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Secret scanning indicates known public leaks and duplicate alerts for private exposures (public beta)

Secret scanning indicates known public leaks and duplicate alerts for private exposures (public beta)

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New advanced filters for code security configurations

New advanced filters for code security configurations

The 10 best tools to green your software

Looking for ways to code in a more sustainable way? We’ve got you covered with our top list of tools to help lower your carbon footprint.

Software as a public good

Open source software underpins all sectors of the economy, public services and even international organizations like the United Nations. How can all its beneficiaries work together to make the open source ecosystem more sustainable?

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Now available for free on all public repositories: Copilot Autofix for CodeQL code scanning alerts

Now available for free on all public repositories: Copilot Autofix for CodeQL code scanning alerts

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Manage secret scanning bypass requests at the organization level

Manage secret scanning bypass requests at the organization level

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New Contribution Widget for Android

New Contribution Widget for Android

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Announcing the Public Beta of GitHub Copilot Extensions 🎉

Announcing the Public Beta of GitHub Copilot Extensions 🎉

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CSV exports for the CodeQL pull request alerts report

CSV exports for the CodeQL pull request alerts report

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Inline Chat is now available in GitHub Copilot in JetBrains

Inline Chat is now available in GitHub Copilot in JetBrains

Streamlining your MLOps pipeline with GitHub Actions and Arm64 runners

Explore how Arm’s optimized performance and cost-efficient architecture, coupled with PyTorch, can enhance machine learning operations, from model training to deployment and learn how to leverage CI/CD for machine learning workflows, while reducing time, cost, and errors in the process.

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Copilot Chat in GitHub.com is now aware of common support scenarios and GitHub’s documentation

Copilot Chat in GitHub.com is now aware of common support scenarios and GitHub’s documentation

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Push Rules are now generally available, and updates to custom properties

Push Rules are now generally available, and updates to custom properties

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GitHub Desktop 3.4.4 – Introducing Custom Editor and Shell Integration

GitHub Desktop 3.4.4 – Introducing Custom Editor and Shell Integration

Developer skills

Beginner’s guide to GitHub: Setting up and securing your profile

As part of the GitHub for Beginners guide, learn how to improve the security of your profile and create a profile README. This will let you give your GitHub account a little more personality.

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Pull request commits page refresh (public beta)

Pull request commits page refresh (public beta)

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.

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Unkey is now a GitHub secret scanning partner

Unkey is now a GitHub secret scanning partner

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Secret scanning fine-grained permissions for bypasses

Secret scanning fine-grained permissions for bypasses

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Copilot Chat in GitHub.com now can search across GitHub entities

Copilot Chat in GitHub.com now can search across GitHub entities

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GitHub Enterprise Server 3.14 is generally available

GitHub Enterprise Server 3.14 is generally available

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