01 / THE WORK
What we admire
Finder searches data for ranked patterns and gives an analyst evidence to investigate. The idea transfers well beyond analytics: a verifier can systematically surface contradictory claims, stale tests, and risky combinations before an LLM chooses what to inspect.
02 / THE LESSON
The principle that stayed
Candidate generation should be repeatable and caveated. A ranked pattern is an investigation lead, and its scale, source, and unanswered questions should travel with it.
03 / OUR BOUNDARY
Where CodeVetter stands
Evidence Pattern Search explicitly borrows this search-before-prose principle for changed files, sessions, command output, and prior findings. CodeVetter does not analyze customer warehouse data or run Finder.