Type: url

Original: https://github.blog/ai-and-ml/github-copilot/how-were-making-github-copilot-smarter-with-fewer-tools/

Status: generated

Summary

A November 2025 GitHub blog post describing how GitHub Copilot Chat in VS Code was changed to cope with agents having access to too many tools: tools are grouped into expandable “virtual tools” using embedding-based adaptive clustering, embedding-guided tool routing pre-selects the tools most relevant to a query, and the default built-in toolset is cut from about 40 tools to 13 core ones. GitHub reports a 2-5 percentage point improvement in success rates on SWE-Lancer and SWE-bench Verified, 94.5% Tool Use Coverage for embedding-based selection, and an average 400 ms reduction in response latency in online A/B testing.

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