Blog
How the ranking works, and what the measurements showed, including the parts that didn't work.
What the tests showed
Jev finds the right files more often, on small projects and big ones. It didn't make Claude Code faster on small changes.
Two passes and a comparison
Why a decision model re-ranks a shortlist instead of searching, how a hundred files share one request, and why the hook matters more than the tool.