Rethinking open source mentorship in the AI era
…change, often because AI made it easy to submit something plausible before they were ready to maintain it. Or you realize you’ve just spent your afternoon debugging someone’s LLM chat…
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From idea to pull request: A practical guide to building with GitHub Copilot CLI
…We initialize projects there, run tests there, debug CI failures there, and make fast, mechanical changes there before anything is ready for review. GitHub Copilot CLI fits into that reality by helping…
How to maximize GitHub Copilot's agentic capabilities
…Altering domain invariants without human review Redesigning cross-service ownership boundaries Replacing logic driven by institutional knowledge Large sweeping rewrites across hundreds of files Debugging deep runtime issues Copilot should support your…
Building GitHub's next chapter in accessibility
…AI-powered accessibility scanner Our Accessibility Engineering and State and Local Government revenue teams collaborated to build an AI-powered accessibility scanner that enables customers to find, file, and fix accessibility bugs…
Vibe coding with GitHub Copilot: Agent mode and MCP support rolling out to all VS Code users
…agent mode AI GitHub Copilot Written by Fascinated by software development since his childhood in Germany, Thomas Dohmke has built a career building tools to accelerate developer happiness. Previously, Thomas was the…
A cheat sheet to slash commands in GitHub Copilot CLI
…You can use slash commands to perform a variety of tasks like configuring which AI model to use or setting up an MCP server, or even sharing your session externally. Slash commands…
How GitHub uses eBPF to improve deployment safety
…AI & ML Continuous AI for accessibility: How GitHub transforms feedback into inclusion AI automates triage for accessibility feedback, allowing us to focus on fixing barriers—turning a chaotic backlog into continuous, rapid…
Validating agentic behavior when “correct” isn’t deterministic
…AI agents Dominator Analysis GitHub Actions GitHub Copilot LLMs Written by Principal Researcher, Microsoft Code | AI. I am a tech lead focused on product-driven AI research to improve the developer ecosystem…
How researchers are using GitHub Innovation Graph data to reveal the “digital complexity” of nations
…Have things changed since generative AI tooling came along? Have you found generative AI tools to be helpful? Johannes: Absolutely. We use LLM tools regularly now for things like debugging data pipelines…
From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI
…AI & ML GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for Enterprise AI Coding Agents for the third year in a row We are committed to empowering every developer by…
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