With ColGrep-Agent, Claude Code drops from 5.5 to 3.9 turns per question

IgorCarron · x · 2026-10-12

By returning relevant code locations directly, ColGrep-Agent eliminates repeated search and file-reading steps: Claude Code's average turns per question fall from 5.5 to 3.9, and tool calls drop from 7.1 (grep baseline) to 4.0, cutting token usage accordingly.

Related event: LightOn Open-Sources 2B Local Code-Search Agent That Cuts Claude Code Token Use 34%(19 posts)→

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