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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 about and 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.
  - Scripting & automation
    How GitHub engineers use scripting and automation.
  - 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.
  - Secure enterprise development
    Locking down the SDLC one step at time.
- 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.
  - Surveys
    What developers and industry leaders say matters most.
  - 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.
  - Documentation
    Tips for creating and maintaining documentation.
  - Gaming
    Open source games on GitHub.
  - Git
    The latest Git updates.
  - Licenses
    Open source licenses, explained.
  - Maintainers
    Spotlighting open source maintainers.
  - Social impact
    How open source is driving positive change.
- 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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CODEOWNERS improvements (syntax errors, preview of who will be requested, and more)

February 17, 2022

A CODEOWNERS file defines the users or teams responsible for different parts of your repository, and helps ensure the right people are included in pull request reviews. We've shipped some improvements that make it easier to work with CODEOWNERS!

Surfacing syntax errors

Syntax errors are now surfaced when viewing a CODEOWNERS file from the web. Previously, when a line in a CODEOWNERS file had a syntax error, it would be ignored or in some cases cause the entire CODEOWNERS file to not load.

Screenshot of a CODEOWNERS file with errors

GitHub Apps and Actions can access the same list of errors using new REST and GraphQL APIs.

See which CODEOWNERS will be requested for review

When creating a new pull request or after pushing new changes to a draft pull request, any CODEOWNERS that will be requested for review are now listed:

Screenshot of pending reviewers on a draft PR

This gives you an early look at who will be requested to review once the pull request is marked ready for review.

Comment on the same line

Comments in CODEOWNERS files can now appear at the end of a line, not just on their own line:

*.js    @js-owner       # All JavaSript files

Learn more about CODEOWNERS files.

The GitHub Enterprise Server 3.4 Release Candidate is available

February 16, 2022

The GitHub Enterprise Server 3.4 Release Candidate is available. This release brings over 60 new features including reusable workflows for GitHub Actions, Ruby support for GitHub Advanced Security Code Scanning, and a host of improvements for security, compliance and administration teams.

Read the blog post to discover the highlights in this release, or dive into the full GitHub Enterprise Server 3.4 release notes.

Release Candidates are a way for you to try the latest features at the earliest time, and they help us gather feedback early to ensure the release works in your environment. They should be tested on non-production environments.

Download it today.

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Secret scanning now supports archived repositories

February 16, 2022

GitHub Advanced Security customers can now enable secret scanning for their archived repositories via the UI and API.

For more information:

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View all changes