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Dev · github.blog · Friday, 10 July 2026

Shared Unix tools cut Copilot review cost 20% after workflow tweak

Switching Copilot code review to the Copilot CLI’s grep, glob, and view tools initially raised review time and missed bugs. Rewriting the agent prompts to match how humans read pull requests flipped the regression, delivering about a 20% lower average review cost with unchanged quality. The fix shows tool upgrades alone aren’t enough—workflow design matters.

Read the source: github.blog ↗In the 10 July issue →