CAIN-42 CAIN Studio
25CAIN-42 Top 25 › cain_audit deliverables › 2026-11-02 upgrade

2026-11-02 upgrade

We ran the tool as a client engagement on a project where we knew the right answers, read the report as the client would, and fixed four things the client would have found.

GapFix
The report never said which files were clean"Files with no findings (N)", with the list and what it does not mean; a note when more files have findings than the report shows
The Method section listed 5 kinds of check; the engine has 25+Rewritten into six accurate groups, plus how severities are set
The limitations gave no measured accuracyEvery report now states the benchmark, false-alarm and blind-set results, including 3 of 12
No place for a person's review, so "a reviewer looks at it" was not true of the tool--notes and --reviewer: notes signed into the report; reviewed_by_person in the signed record; without notes the report says in bold that no person reviewed it; a name without notes is refused

Also new: audit-code-check.py, so a client can prove the signed report is about their exact code (until today the README promised this, but the client had no tool to check it); a public sample deliverable; and a README correction (each run writes its own one-record ledger, not a chain across a client's audits).

FIRME AI CORPORATION · CAIN-42 is a Byzantine trust fabric. Numbers marked "our own check" were run by us, not by an independent party. Nothing on these pages is a certification.