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Dev · github.blog · Friday, 26 June 2026

Copilot’s agentic harness slashes tokens while boosting benchmark scores across 20+ models

GitHub Copilot’s new agentic harness outperforms native model harnesses on benchmarks like SWE-bench and TerminalBench, delivering up to 30% better token efficiency. The results hold across 20+ LLMs, meaning faster, cheaper AI‑assisted coding for any Copilot surface, from the CLI to code review.

Read the source: github.blog ↗In the 26 June issue →