Security improvements
Scanner regressions fixed, provider stability work, and changes that made scans complete reliably.
Scanner record
Vibe Check, built with Chat.
The security layer has its own build record: scanner fixes, findings caught, ensemble hardening, and operating changes.
What this record shows
Scanner history with the same proof standard.
Findings caught
Public examples of scanner output tied to real repositories, with severity and a verification path.
Ensemble changes
How AI compute reviewers moved from architecture into production scanner behavior.