Vibe Rescue
You built it with AI.
Do you trust it?
A production review service for founders who used Cursor, Lovable, Bolt, or Replit to ship something real — and want to know if it holds up.
The vibecoding wall
You got far enough to attract real users. That part worked. The AI helped you move fast, build things you couldn't have built otherwise, and ship something that does what you said it would.
The problem is what didn't come with that speed: the review layer. No one checked whether your auth actually protects anything. No one verified your webhooks. No one looked at what your API exposes or who can see whose data.
AI doesn't know to second-guess itself. It builds what you ask for. False confidence is the real risk — not that it failed to build, but that it built something that looks right and isn't.
What a real audit finds
These are representative findings — the kind that come up in nearly every AI-built app review.
API keys exposed in client bundle
Three Stripe and OpenAI keys visible in browser source. Any visitor can extract them.
No rate limiting on auth endpoints
/api/auth/login accepts unlimited requests. Brute-force attack surface fully open.
Webhook signatures not verified
Payment webhooks accept any payload without checking Stripe signature. Easily spoofed.
User data accessible without row-level security
Supabase queries return all rows. Auth check happens client-side only — easily bypassed.
* Representative findings. Based on patterns from real audits.
Three ways in
The paid audit is the recommended path. The free review is limited and narrow by design.
Production Audit
Full 7-area review of your app. Written report covering what's critical, what can wait, and what's already solid. Specific fixes you can hand to any developer. Delivered in 5 business days.
What you receive
- ✓Async Loom walkthrough of findings
- ✓Written report with prioritized issues
- ✓Plain-English explanations + specific fixes per issue
- ✓Risk severity ratings (Critical / High / Medium)
- ✓Optional: implementation path to next steps
Production Hardening Sprint
For founders who want fixes delivered, not just a report. One week, working code in a PR — not a document.
What typically gets done in a week
- —Auth hardening (session management, route protection)
- —Webhook signature verification
- —Database access controls and row-level security
- —Environment config and secret rotation
Access needed
Read access to repo + env vars. No write access until you approve a PR.
What gets delivered
Working code in a PR + a plain-English summary of every change made and why.
Free Production Review
A 15-minute async Loom teardown of one critical area of your app — your choice of auth, payments, or data exposure. Narrow by design — it's a sample, not a full audit.
5 spots total. In exchange for a written testimonial if it's useful.
Remaining: 5
Seven things that break apps.
We check all of them.
Who can log in, who can see what, whether your admin-only routes are actually admin-only.
What your API returns vs. what it should. Whether user A can see user B's data.
Connection security, access controls, backup config. Whether your data survives someone poking at it.
Webhook verification, price manipulation, refund logic. The stuff that costs real money when it's wrong.
Secrets management, exposed variables, production vs. dev settings.
Load times, query efficiency, asset sizes. Whether your app works for one user or a thousand.
Broken flows, dead ends, confusing states. The things that make users leave.
Questions
React, Next.js, Node, Python, Supabase, Firebase, Vercel, Netlify — most of what AI tools generate. If you're unsure, just ask.
The audit ($349) gives you a full written report — what's broken, why, and how to fix it. The sprint ($2,500) means we actually do the fixing. One week, working code delivered in a PR.
Full written report in 5 business days. The sprint is a 1-week engagement.
Read-only access only. I don't copy, store, or share your code. Once the review is done, I revoke access. Happy to sign an NDA.
Yes. If the audit turns up issues you'd rather have fixed than just documented, we can discuss the sprint. The audit cost applies toward it.