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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.
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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

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

Attend GitHub Universe Try GitHub Copilot

Home / News & insights / Page 83

News & insights

Resources for developers seeking to stay informed about the latest industry trends, research, and updates from GitHub. Explore research and surveys that delve into various aspects of software development and open source communities—and Octoverse, which provides detailed annual analyses of open source and public projects across GitHub.

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News & insights

Patchwork Manila

Patchwork Manila Join us for a Patchwork hack night on October 22, that will be co-hosted with our friends at Ateneo de Manila University. GitHubbers @meatcoder and @donal, as well…

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News & insights

Attach files to comments

You’ve been able to attach images to issues and pull request comments for awhile. Now we’ve expanded that feature to include: Microsoft Word .docx Microsoft Powerpoint .pptx Microsoft Excel .xlsx…

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News & insights

Embracing Open Source: GitHub Universe Speakers Tell Their Stories

If you’re inspired by collaborative software design, be sure to check out these GitHub Universe sessions, which will explore how open source continues to change the way developers build great…

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News & insights

Teachers, manage your courses with Classroom for GitHub

Classroom for GitHub is available now, making it easier than ever to teach with GitHub. Thousands of teachers use GitHub in their courses every day. They distribute starter repositories, give…

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News & insights

Thanks to our GitHub Universe Sponsors

We wanted to involve sponsoring companies in memorable ways at or our inaugural GitHub Universe conference. On October 1-2, you can expect to enjoy art installations, delicious coffee and juice,…

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News & insights

GitHub implements Subresource Integrity

With Subresource Integrity (SRI), using GitHub is safer than ever. SRI tells your browser to double check that our Content Delivery Network (CDN) is sending the right JavaScript and CSS…

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News & insights

Complete Schedule for GitHub Universe

You’ve been asking for it, and we’re ready to share the complete GitHub Universe schedule. Each day will start off at 8:30AM with registration and breakfast. You’ll want to be…

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News & insights

GitHub Universe: Diversity Partners and Scholarship Program

As VP of GitHub’s Social Impact team, I am thrilled to share some news about our upcoming conference. Conferences like GitHub Universe represent an opportunity for people from all over…

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News & insights

Easier feeds for GitHub Pages

If you publish a blog using GitHub pages, it’s now easier for others to subscribe to updates. The Jekyll Feed plugin, now available to all GitHub Pages sites, can automatically…

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News & insights

Protected branches and required status checks

It’s all too easy to force push to the wrong branch, overwriting someone else’s changes with your own. Sometimes it results in losing work (unless you know how to undo…

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News & insights

First look at GitHub Universe speakers

GitHub Universe will feature over 30 speakers from a wide range of industries. These technical leaders will share how their teams collaborate and build great software. We’ve got a preview…

News & insights

Patchwork Tokyo

Our next Patchwork hack night will be on September 3, 2015, and will be co-hosted with our friends at dots in Tokyo, Japan. GitHubbers @aitchabee, @dice, @ikeike443, @michaeltwofish, @haileys, and…

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News & insights

GitHub Universe: The Big Bang

GitHub Universe is bringing the GitHub community together on October 1st & 2nd at Pier 70 in San Francisco. Universe is two full days on how to build, collaborate, and…

An illustration of two octocats repairing a robot.

News & insights

Patchwork Prague

Patchwork Prague Our next Patchwork hack night will be on Saturday, August 29, and will be co-hosted with our friends at NODE5 in Prague, Czech Republic. If you’re in town…

An illustration of two octocats repairing a robot.

News & insights

Language Trends on GitHub

Recently we took a look at the popularity of programming languages used on GitHub.com. Below is a graph that shows the change in rank of languages since GitHub launched in…

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GitHub Universe 2025

Last chance: Save $700 on your IRL pass to Universe and join us on Oct. 28-29 in San Francisco.