Vibe code audit
Production readiness for AI-built apps
You make it work. We make itsafe to run.
AI got you a working app using Claude Code, Cursor, Bolt, or Lovable. We are the software engineers who audit your AI-generated codebase so it survives real users, real load, and real money.
What breaks
Technical debt in vibe-coded apps: demo-safe, production-fatal.
Stability
Fine in the demo, falls over on real load.
Scale
Fine at 1 user, dies at 10,000.
Cost
Unbounded paid-API calls, the surprise invoice.
Security
Keys in the frontend, secrets in the repo.
Money
Order logic that can't be undone.
The villain isn't AI, and it isn't you. It's the false confidence of “it works”.
What we check
AI Codebase Audit: “safe to run” is a checklist, not a promise.
Review Gate & Audit
Automated review gate on every pull request; senior engineers manually review payment, auth, and database paths.
Capped Blast Radius
Dollar limits on LLM and API spend, rate caps, feature flags, scoped permissions, staged rollouts.
Fast Kill Switch
Instant rollback, a kill switch, and live health and cost alerts.
Data & Secret Hygiene
No secrets in the frontend or the repo, isolated API keys, strict access scoping.
Cost Governance
Rate limits, caching, and hard budget ceilings on external APIs and compute.
Load & Scale Hardening
Query optimization, pagination, concurrency, and stress tests against real load.
The honest difference
Honest engineering for AI-generated code.
Anyone can tell you “it's fine, ship it”. We tell you exactly where your Claude Code, Codex, or Bolt app can break, cap its blast radius, and hand you the switch to kill it fast.
You go from unknown, unbounded technical debt to known, bounded, and monitored risk. That honesty is the engineering.
Who it's for
Who needs a vibe code security audit?
Founders & Solo Builders
You built an MVP in days with Lovable, Bolt, or Cursor. Now you need a senior engineer to make sure it won't break or leak customer data at launch.
Engineering Teams & CTOs
You ship thousands of AI-written lines weekly with Claude Code or Codex. You need a review gate and a human sanity check on dependencies and security.
Agencies & Dev Hand-Offs
Someone hands you a vibe-coded repo and asks: can you deploy this? We audit and refactor it so you can host it safely.
How we engage
Productized audit services & ongoing safety.
One-time
Production Readiness Review
A hardening pass on an AI-built app: the review gate, the audit, the caps. Fixed scope, fixed price.
Ongoing
Safety Retainer
The gate stays on: monitoring, caps, kill switch, and client issues acknowledged within 1 hour.
Per deployment
Gate-as-a-Service
The automated review, cap, and monitor layer for every “deploy my app” request.
FAQ
Frequently Asked Questions
What AI development tools do you audit?
We audit apps built with any tool, including CLI/Agentic environments (Claude Code, OpenAI Codex, Aider) and visual web builders (Bolt.new, Lovable, v0, Cursor, Replit).
How does this differ from automated code scanners?
Static code scanners miss business logic flaws, unhandled API cost spirals, and bad database architecture. We combine automated checks with manual review by senior software engineers.
Can you fix the vulnerabilities found during the audit?
Yes. Following our initial audit report, our team can directly refactor your codebase, set up proper Row-Level Security (RLS), and implement circuit breakers.
Stop guessing whether it'll hold.
We'll show you the failure modes and how to close them.
Book a reviewyou keep the kill switch ✍️
