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Data · github.blog · Tuesday, 14 July 2026

GitHub’s new Copilot review tools slowed the model, but a smarter tool mix restored performance

GitHub’s upgraded shared tools for Copilot code review unexpectedly raised token usage and missed more bugs because the model wandered through code with generic instructions. By assigning narrowly scoped tools to each review step, the team trimmed token spend and recouped issue‑capture rates. The fix shows precise tool orchestration beats blunt upgrades.

Read the source: github.blog ↗In the 14 July issue →