donttrustme.ai
JourdanLabs · Plano, TX · Edition 2026-09-04

Vantage Code — code correctness. Ships labeled “security-tool coverage of a correctness corpus.”

Correctness boards

Pan CONFIRM · GT-first throughout · refused predecessor 0.9315 stays refused

JS+Python (67) — Vantage 0.9041 · CodeQL 0.2195 · SonarQube 0.1333
Fold declined · misses filed-not-fixed · Sonar BUG-scope pre-committed
Go (33) — Vantage 0.8919† · CodeQL 0.1143 · SonarQube 0.0588
0/4/33 baseline → 33/8/0 after Wave C detectors · re-measure 2294511b9
Java (33) — Vantage 0.9429† · CodeQL 0.0930 · SonarQube 0.1143
0/3/33 baseline → 33/4/0, recall 1.0 · re-measure 305a19e77
TypeScript (38) — Vantage 0.6526 · CodeQL 0.186 · SonarQube 0.1
31/26/7 — a win with spray; 15 FPs one recursion over-fire, fixed post-board

† GT-informed disclosure: detectors built with the frozen answer key open, tuned on scorer FN/FP detail; zero GT edits; no GT ids in engine code; independently re-verified by Pan. Travels with the number everywhere. Record: Gate.

Sibling product: Vantage Gate boards →