LP The AI-Built App Audit.
Live Pre-Launch Engine / v2.4 · Replit, Lovable, Cursor, Bolt

I kept seeing the same problems in AI-built apps: credits burning on debug loops, apps that crash at 100 users, public databases, and no clean way to move your code out.

So I turned it into a 50-point audit:

· · ·
audit_case_01.log — cost inspection LIVE CHECK
COMMON FAILURE Uncapped LLM retry loops burning $300+/hr in background debug calls
50-POINT AUDIT CHECK Audit checks #01–#12: Token budget caps, circuit breaker fallback & timeout guards

Whether you vibe-coded it or shipped it properly — run this before you launch.

Auditing code from
Replit Lovable Cursor Bolt.new v0
Himanshu Kumar Himanshu KumarSecurity & product builder
12+apps delivered
★★★★★5-star rating
inLinkedIn CContra
If the checklist surfaces questions, request an audit conversation or book directly on Contra before exposing the app to real users, payments, or sensitive data.