The QA gate
your CI is missing.

parseFloat() on billing amounts — sub-cent drift becomes fraud at scale. Finds it across JS + Python with safe-harbour for decimal.js / big.js.

Credentials older than 90 days flagged as error. Git-history dated, not guessed. Catches the ones that outlived the breach.

findOne → create with no transaction or ON CONFLICT guard. The duplicate-insert bug you hit only in prod under load.

forEach(async ...) — errors swallowed, events processed out of order. Also catches .filter(async) returning Promise-truthy nonsense.

Unpinned GitHub Actions + write-scope GITHUB_TOKEN + ${{ github.event }} shell injection. The attack chain that hits unattended CI.

Database calls inside map/forEach/for loops across Prisma, TypeORM, Sequelize, Mongoose, Drizzle. Understands Promise.all batching.

Tarjan SCC across your full import graph. Finds the cycle that reproduces randomly depending on module-cache warmth.

httpOnly:false, secure:false, placeholder secrets. Turns XSS into session takeover. Django / Express / FastAPI all covered.

Empty catch blocks, .catch(noop), fire-and-forget .save() with no await. Failure becomes invisible success.

User input flowing into fetch() without hostname validation. Taint-tracks across assignments — not just inline calls.

Nested quantifiers, overlapping alternation, user-controlled regex construction. Catastrophic backtracking before it hits prod.

Invalid field ranges, impossible dates (Feb 30), typo aliases (@weely). The silent-failure class nobody checks.