Skip to content
/ Blog
  • Changelog
  • Docs
  • Customer stories
Try GitHub Copilot CLI See what's new
  • 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.

    • GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for AI Code Assistants

      Learn why Gartner positioned GitHub as a Leader for the second year in a row.

      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

Categories

  • 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.

    • GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for AI Code Assistants

      Learn why Gartner positioned GitHub as a Leader for the second year in a row.

      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
  • Changelog
  • Docs
  • Customer stories
See what's new Try GitHub Copilot CLI
  • Decorative background featuring Copilot centered among layered green blocks in an abstract layout.
    AI & ML

    Building a general-purpose accessibility agent—and what we learned in the process

    Learn about the experimental general-purpose accessibility agent that GitHub is piloting.

    Posts by Eric Bailey
    Eric Bailey · May 15, 2026
  • Security

    Raising the bar: Quality, shared responsibility, and the future of GitHub’s bug bounty program

    We’re updating our bug bounty program standards to prioritize quality submissions, clarify shared responsibility boundaries, and evolve how we reward low-risk findings.

    Jarom Brown · May 15, 2026
  • Mona sits on a raised green block beside another block displaying a circular refresh-style icon. Mona sits on a raised green block beside another block displaying a circular refresh-style icon.
    Architecture & optimization

    From latency to instant: Modernizing GitHub Issues navigation performance

    How the GitHub Issues team used client-side caching, smart prefetching, and service workers to make navigation feel instant.

    Alexander Lelidis · May 14, 2026
  • Header image with the phrase 'Dungeons & Desktops: 10 roguelikes that never die (because their communities won’t let them)'
    Application development

    Dungeons & Desktops: 10 roguelikes that never die (because their communities won’t let them)

    Roguelikes don’t die. They fork, mutate, get argued over, rewritten, abandoned, and revived again. Sometimes all at once.

    Lee Reilly · May 13, 2026

We do newsletters, too

Discover tips, technical guides, and best practices in our biweekly newsletter just for devs.

*