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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.