For founders and teams with an AI-built app that needs to hold up
Your AI-built app works in the demo. Let’s make it work for customers.
Lovable, Replit, Bolt, and Cursor get an idea on screen fast. Then real users arrive, and the gaps show: open database rules, keys in the browser, no tests, no backups. We review the code, fix what matters first, and hand you an app that is safe to launch.
How it works · Sheet S-02
Sound familiar?
What usually breaks after the prototype.
None of this means the idea was wrong. It means the code was written for a demo, not for strangers on the internet.
- Each new prompt fixes one bug and quietly creates two more.
- API keys or database rules are exposed to anyone who opens dev tools.
- Login, payments, or email work for you but fail for real users.
- Nobody on the team can explain how the code fits together.
What we build
From prototype to production, problem by problem.
The audit ranks these for your app. We fix the ones that could leak data or lose money first.
| Job | Today | After |
|---|---|---|
| Security | Secrets in client code and wide-open Supabase or Firebase rules | Keys moved server-side, row-level security written and tested |
| Authentication | Hand-rolled login with no password reset or roles | A proven auth provider with roles, sessions, and account recovery |
| Data model | Tables invented prompt by prompt, duplicated fields | A clean schema with migrations, so changes stop breaking old records |
| Payments | Stripe checkout that trusts the browser | Webhooks confirm payment on the server before access is granted |
| Testing and deploys | Changes pushed straight to the live app | Automated tests, a staging copy, and one-click rollback |
| Ownership | Code locked inside one builder account | A Git repository, hosting you control, and written notes on how it works |
Published prices for AI app rescue
Know the number before we start.
These are our published ranges. The audit fee is credited toward the project.
Code and config review with a ranked risk list and fix estimates.
Adds hosting, database, auth, and payments review plus a production plan.
Monitoring, backups, patches, and small fixes after launch.
Harden or partly rebuild the app, with tests, staging, and handover.
AI app rescue FAQ
Questions about fixing AI-generated code.
How much does it cost to fix a vibe-coded app?
Start with an audit at $500–$750. It tells you what is wrong and what each fix costs. Taking a full prototype to production is $15,000–$40,000+ on our published price list, and some apps need only targeted fixes well below that.
Do you rewrite the whole app from scratch?
Rarely. Most AI-built apps have a usable interface and a weak foundation. We keep what works and replace the risky parts: auth, data rules, payments, and deploys. A full rebuild is only recommended when patching would cost more.
Can I keep building with Lovable, Replit, or Cursor afterward?
Yes. We move the code into a Git repository you own and add tests, so AI tools can keep helping without silently breaking things. We also write short notes on which files are safe to prompt against and which need a human review.
Is my AI-generated app secure enough to launch?
Probably not yet, if nobody has reviewed it. The most common problems are exposed keys, missing database rules, and payment checks done in the browser. The lite audit looks for these first, before your users find them.

A note from Dean
I've been shipping production software since 2020, including a TypeScript PWA that replaced a legacy Java app for a global convenience-store chain. I know what production code needs that a demo can skip. I'll review yours myself and tell you plainly what it needs.
Dean Whitten
Start here
Send us the link to your prototype.
You'll hear back within two business days with a useful next step, even if that step is a setting you haven't turned on yet. Rather call or text? (478) 954-7760