github

GitHub rebuilt Copilot's completions engine with a custom model trained for fill-in-the-middle. The result: 20% more retained code, 12% higher acceptance, 3x throughput, and 35% lower latency. Here's how they trained it and what changes for developers.

GitHub's first "For the Love of Code" challenge drew 300+ developers building projects purely for fun. Winners include a DIY plane radar, terminal karaoke, AI résumés, and a '90s web simulator. Here's what happens when developers build without constraints.

GitHub Copilot now generates READMEs, licenses, and contributor guides by reading your project structure. Here's how to use agent mode to draft docs that don't suck, plus the checklist GitHub uses to avoid hallucinated links and legal mistakes.

GitHub and Microsoft sponsored 9 MCP projects that let AI agents interact with FastAPI, Unity, Nuxt, and more. Here's what they do and why it matters for agent tooling.