Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry.
Learn how to build with generative AI.
Change how you work with GitHub Copilot.
Everything developers need to know about LLMs.
Machine learning tips, tricks, and best practices.
Explore the capabilities and benefits of AI code generation and how it can improve your developer experience.
Resources for developers to grow in their skills and careers.
Insights and best practices for building apps.
Tips & tricks to grow as a professional developer.
Improve how you use GitHub at work.
Learn how to move into your first professional role.
Stay current on what’s new (or new again).
Learn how to start building, shipping, and maintaining software with GitHub.
Get an inside look at how we’re building the home for all developers.
Discover how we deliver a performant and highly available experience across the GitHub platform.
Explore best practices for building software at scale with a majority remote team.
Get a glimpse at the technology underlying the world’s leading AI-powered developer platform.
Learn how we build security into everything we do across the developer lifecycle.
Find out what goes into making GitHub the home for all developers.
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.
Explore how to write, build, and deploy enterprise software at scale.
Automating your way to faster and more secure ships.
Guides on continuous integration and delivery.
Tips, tools, and tricks to improve developer collaboration.
DevOps resources for enterprise engineering teams.
How to integrate security into the SDLC.
Ensuring your builds stay clean.
Learn why Gartner positioned GitHub as a Leader for the second year in a row.
Keep up with what’s new and notable from inside GitHub.
An inside look at news and product updates from GitHub.
The latest on GitHub’s platform, products, and tools.
Insights into the state of open source on GitHub.
The latest policy and regulatory changes in software.
Data-driven insights around the developer ecosystem.
Older news and updates from GitHub.
Learn how to use retrieval-augmented generation (RAG) to capture more insights.
Everything open source on GitHub.
The latest Git updates.
Spotlighting open source maintainers.
How open source is driving positive change.
Explore open source games on GitHub.
Organizations worldwide are incorporating open source methodologies into the way they build and ship their own software.
Stay up to date on everything security.
Application security, explained.
Demystifying supply chain security.
Updates from the GitHub Security Lab.
Helpful tips on securing web applications.
Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.
Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry.
Learn how to build with generative AI.
Change how you work with GitHub Copilot.
Everything developers need to know about LLMs.
Machine learning tips, tricks, and best practices.
Explore the capabilities and benefits of AI code generation and how it can improve your developer experience.
Resources for developers to grow in their skills and careers.
Insights and best practices for building apps.
Tips & tricks to grow as a professional developer.
Improve how you use GitHub at work.
Learn how to move into your first professional role.
Stay current on what’s new (or new again).
Learn how to start building, shipping, and maintaining software with GitHub.
Get an inside look at how we’re building the home for all developers.
Discover how we deliver a performant and highly available experience across the GitHub platform.
Explore best practices for building software at scale with a majority remote team.
Get a glimpse at the technology underlying the world’s leading AI-powered developer platform.
Learn how we build security into everything we do across the developer lifecycle.
Find out what goes into making GitHub the home for all developers.
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.
Explore how to write, build, and deploy enterprise software at scale.
Automating your way to faster and more secure ships.
Guides on continuous integration and delivery.
Tips, tools, and tricks to improve developer collaboration.
DevOps resources for enterprise engineering teams.
How to integrate security into the SDLC.
Ensuring your builds stay clean.
Learn why Gartner positioned GitHub as a Leader for the second year in a row.
Keep up with what’s new and notable from inside GitHub.
An inside look at news and product updates from GitHub.
The latest on GitHub’s platform, products, and tools.
Insights into the state of open source on GitHub.
The latest policy and regulatory changes in software.
Data-driven insights around the developer ecosystem.
Older news and updates from GitHub.
Learn how to use retrieval-augmented generation (RAG) to capture more insights.
Everything open source on GitHub.
The latest Git updates.
Spotlighting open source maintainers.
How open source is driving positive change.
Explore open source games on GitHub.
Organizations worldwide are incorporating open source methodologies into the way they build and ship their own software.
Stay up to date on everything security.
Application security, explained.
Demystifying supply chain security.
Updates from the GitHub Security Lab.
Helpful tips on securing web applications.
Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.
From April 24 onward, interaction data—specifically inputs, outputs, code snippets, and associated context—from Copilot Free, Pro, and Pro+ users will be used to train and improve our AI models unless they opt out.
Today, we’re announcing an update on how GitHub will use data to deliver more intelligent, context-aware coding assistance. From April 24 onward, interaction data—specifically inputs, outputs, code snippets, and associated context—from Copilot Free, Pro, and Pro+ users will be used to train and improve our AI models unless they opt out. Copilot Business and Copilot Enterprise users are not affected by this update.
Not interested? Opt out in settings under “Privacy.” If you previously opted out of the setting allowing GitHub to collect this data for product improvements, your preference has been retained—your choice is preserved, and your data will not be used for training unless you opt in.
This approach aligns with established industry practices and will improve model performance for all users. By participating, you’ll help our models better understand development workflows, deliver more accurate and secure code pattern suggestions, and improve their ability to help you catch potential bugs before they reach production.
Our initial models were built using a mix of publicly available data and hand-crafted code samples. This past year, we’ve started incorporating interaction data from Microsoft employees and have seen meaningful improvements, including increased acceptance rates in multiple languages.
The improvements we’ve seen by incorporating Microsoft interaction data indicate we can improve model performance for a more diverse range of use cases by training on real-world interaction data. Should you decide to participate in this program, the interaction data we may collect and leverage includes:
This program does not use:
The data used in this program may be shared with GitHub affiliates, which are companies in our corporate family including Microsoft. This data will not be shared with third-party AI model providers or other independent service providers.
We believe the future of AI-assisted development depends on real-world interaction data from developers like you. It’s why we’re using Microsoft interaction data for model training and will begin using interaction data from GitHub employees as well.
If you choose to help us improve our models with your interaction data, thank you. Your contributions make a meaningful difference in building AI tools that serve the entire developer community. If you prefer not to participate, that’s fine too—you will still be able to take full advantage of the AI features you know and love.
Together, we can continue to build AI that accelerates your workflows and empowers you to build better, more secure software faster than ever.
If you have questions, visit our FAQ and related discussion.
@mariorod
Mario Rodriguez leads the GitHub Product team as Chief Product Officer. His core identity is being a learner and his passion is creating developer tools—so much so that he has spent the last 20 years living that mission in leadership roles across Microsoft and GitHub. Mario most recently oversaw GitHub’s AI strategy and the GitHub Copilot product line, launching and growing Copilot across thousands of organizations and millions of users. Mario spends time outside of GitHub with his wife and two daughters. He also co-chairs and founded a charter school in an effort to progress education in rural regions of the United States.
GitHub Universe is back: returning to the historic Fort Mason Center in San Francisco on October 28–29, 2026.
At Microsoft Build 2026, GitHub introduced new tools, updates, and surfaces so agents can work the way you already work.
The ESC collection lets you escape the confines of your desk and get out into the sun where good ideas are bound to happen.
Everything you need to master GitHub, all in one place.
Build what’s next on GitHub, the place for anyone from anywhere to build anything.
Meet the companies and engineering teams that build with GitHub.
Catch up on the GitHub podcast, a show dedicated to the topics, trends, stories and culture in and around the open source developer community on GitHub.
Discover tips, technical guides, and best practices in our biweekly newsletter just for devs.
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