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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

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Home / News & insights / Page 71

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.

News & insights

GitHub Shop: Octicon sticker packs are here

Octicons are meant to be shared. Get a pack of vinyl Octicon stickers to divvy up with friends—now available in the GitHub Shop.

An illustration of two octocats repairing a robot.

News & insights

octocatalog-diff: GitHub’s Puppet development and testing tool

Today we are announcing the open source release of octocatalog-diff: GitHub’s Puppet development and testing tool. GitHub uses Puppet to configure the infrastructure that powers GitHub.com, comprised of hundreds of…

An illustration of two octocats repairing a robot.

News & insights

Introducing GitHub Community Guidelines

Building software should be safe for everyone. The GitHub community is made up of millions of developers around the world, ranging from the new developer who created their first “Hello…

News & insights

New to InnerSource? A panel of experts talk through the corporate version of open source

Most developers are already familiar with the concept of InnerSourcing, although many have never called it that. InnerSource is simply using best practices and methodologies from open source development in…

News & insights

Get testing with Taplytics in the Student Developer Pack

Taplytics is now offering mobile testing to students in the Student Developer Pack. Taplytics helps mobile developers create great experiences through: A/B testing, push notifications, and custom analytics. As part…

An illustration of two octocats repairing a robot.

News & insights

Dismissing reviews on Pull Requests

Pull request reviews are a great way to share the weight of building software. Using protected branches to block merging when pull requests have reviews that request changes helps your…

News & insights

Hacktoberfest is back

Celebrate open source this October by participating in Hacktoberfest, a month-long festival of code organized by our friends at DigitalOcean and hosted on GitHub. To participate, simply open a pull…

News & insights

License now displayed on repository overview

Licenses are now displayed in the repository overview, allowing anyone to easily see if a project has an open source license. This change is immediately available on GitHub, and will…

News & insights

Mission Report: GitHub Universe

On September 14 in San Francisco, more than 1,500 developers helped us kick off GitHub Universe and share stories about open source, workplace best practices, and how the GitHub Community…

News & insights

A whole new GitHub Universe: announcing new tools, forums, and features

Today I welcomed more than 1,500 people to our second annual Universe conference in San Francisco, an event designed to celebrate the people building the future of software. It’s an…

News & insights

The State of the Octoverse

As we take this moment to celebrate our community at GitHub Universe, we’re amazed yet again by how the Octoverse has expanded and changed. Our community has grown to more…

News & insights

Watch GitHub Universe Live: September 14 and 15

Couldn’t make it out to San Francisco for GitHub Universe this week? We’ve got you covered. Every session from the main stage to breakout sessions are being recorded and live…

An illustration of two octocats repairing a robot.

News & insights

GitHub will be in Madrid on September 22

Dear Spanish Octocats, Please join us Thursday, September 22 for a workshop with startup and GitHub users BeBanjo. We’ll share our experiences with software development. Program: Introduction to Git and…

News & insights

Back to school: monitoring with Datadog

Datadog is now offering their Pro plan to students in the Student Developer Pack. With Datadog, you’ll be able to see metrics from all your apps, tools, and services. The…

News & insights

Hands-on at GitHub Universe: interactive art, cozy lounges, and more

Make the most of your time at GitHub Universe by visiting an array of interactive projects, exhibits, and sessions—from art installations to one-on-one time with GitHub experts. Ask GitHub Want…

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