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  Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry.
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    Learn how to build with generative AI.
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    Change how you work with GitHub Copilot.
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    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.
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Developer skills
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    Insights and best practices for building apps.
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- Get started with GitHub documentation
  Learn how to start building, shipping, and maintaining software with GitHub.
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Engineering
- Engineering
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  - 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.
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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.
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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.
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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.
- 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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View and iterate on generated files directly within Copilot chat (Preview)

“View and iterate on generated files directly within Copilot chat (Preview)”

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Introducing the “Sustainability” category on GitHub Marketplace

Introducing the “Sustainability” category on GitHub Marketplace

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Dependabot now supports pnpm workspace catalogs (GA)

Dependabot now supports pnpm workspace catalogs (GA)

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Actions Get workflow usage and Get workflow run usage endpoints closing down

Actions Get workflow usage and Get workflow run usage endpoints closing down

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Edit and validate Copilot Autofix suggestions with Copilot Workspace

Edit and validate Copilot Autofix suggestions with Copilot Workspace

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OpenAI o3-mini now available in GitHub Copilot and GitHub Models (Public Preview)

OpenAI o3-mini now available in GitHub Copilot and GitHub Models (Public Preview)

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Recent improvements to security campaigns with Copilot Autofix (public preview)

Recent improvements to security campaigns with Copilot Autofix (public preview)

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DeepSeek-R1 is now available in GitHub Models (Public Preview)

DeepSeek-R1 is now available in GitHub Models (Public Preview)

A cartoon detective with a magnifying glass and keyboard, followed by a barcode-nosed dog sniffing the ground. The style is whimsical and cartoonish, symbolizing investigation.

Cybersecurity researchers: Digital detectives in a connected world

Discover the exciting world of cybersecurity research: what researchers do, essential skills, and actionable steps to begin your journey toward protecting the digital world.

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Actions: GitHub-hosted larger runner & network configuration REST APIs (GA)

Actions: GitHub-hosted larger runner & network configuration REST APIs (GA)

Considerations for making a tree view component accessible

A deep dive on the work that went into making the component that powers repository and pull request file trees.

New to open source? Here’s everything you need to get started

Explore our simple guide to finding projects, understanding guidelines, and making an impact.

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What’s new in Mobile, January update

What’s New in Mobile, January Update

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GitHub Models introduces a new prompt editor (GA)

GitHub Models introduces a new prompt editor (GA)

News & insights

That’s a wrap: GitHub Innovation Graph in 2024

Discover the latest trends and insights on public software development activity on GitHub with the release of Q2 & Q3 2024 data for the Innovation Graph.

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Create pull request from an existing branch on GitHub Mobile

Create pull request from an existing branch on GitHub Mobile

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Find the next model for your project faster with new sorting options on GitHub Models (GA)

Find the next model for your project faster with new sorting options on GitHub Models (GA)

News & insights

Seven years of open source: A more secure and diverse ecosystem

Explore insights into open source community growth, innovation, and inclusivity with an updated survey dataset.

Developer skills

Supporting the next generation of developers

Here’s your opportunity to empower the teen in your life to get a start in open source development.

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Linux arm64 hosted runners now available for free in public repositories (Public Preview)

Linux arm64 hosted runners now available for free in public repositories (Public Preview)

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Copilot Users Can Ask About A Failed Actions Job (GA)

Copilot Users Can Ask About A Failed Actions Job [GA]

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