kapynDev Tools

Better tools made Copilot code review worse. Here’s how we actually improved it.

GitHub engineers detail improving Copilot code review by leveraging Unix-style tools. Migrating to shared exploration utilities reshaped agent workflows, focusing on pull request evidence and significantly reducing review costs. This shift highlights how integrated, flexible developer tools can enhance AI-assisted processes.

GitHub Blog·Jul 10, 2026

Opening Kapyn…