Risk map
What can ship, what blocks launch, what can wait.
AI Codebase Audit
Find the AI-generated code risks before users do.
For founders with AI-built or vibe-coded apps: senior review of architecture, security, data, UX, release path, and launch blockers.
$5k–$15k 1–2 weeks audit or audit + fixes
Why this exists
Generated code can look finished while hiding launch risk.
The audit gives you evidence before you rewrite, ship, or show the app to users: what is safe, what is brittle, and what needs human judgment.
Fix queue
Ordered fixes by risk, impact, effort, and dependency.
Go/no-go call
A direct launch decision and next move.
Review surface
What gets checked
Structure
Architecture, boundaries, duplicated logic.
Security
Secrets, auth, permissions, unsafe defaults.
Data
Schema, migrations, validation, deletion paths.
UX gaps
Broken states, dead ends, incomplete flows.
Release
Deploy, envs, rollback, logs, monitoring.
AI debt
Hallucinated abstractions, brittle glue, untested paths.
Best fit
Use this before the rewrite conversation
AI app
Demo works. Code confidence is low.
Pre-launch
Users, investors, or customers are about to see it.
Handoff
Founder, agency, or contractor output needs senior review.
Not a fit
Do not use an audit if there is no working prototype, no codebase to inspect, or you already know you need implementation instead of a risk memo.
Need confidence before you ship?
We’ll find the risks, rank them, and tell you the shortest path to production.