Vibe-coded app to productionYour Lovable, Bolt or Replit app works.
Let’s make it safe to launch.
A senior developer audits the app your AI tool generated, fixes security, data and money-math, and rebuilds only what won’t survive real users — so you keep your momentum without shipping a liability.
- Lovable
- Bolt
- Replit
- Cursor
- v0
- Supabase
- Firebase
- Stripe
For AI-built apps that are about to meet real users — and real money.
AI-built apps break in the same predictable places.
The production-readiness checklist
These are the checks that matter most before launch.
Database access rules
Row-level security and permissions so users only see their own data.
Secrets & API keys
Keys moved out of the browser and rotated; environment config fixed.
Authentication & roles
Login, password reset, sessions and admin routes locked down.
Payments & webhooks
Stripe webhooks verified, idempotent, and reconciled to your records.
Money & data correctness
Exact decimals, validation and consistent rounding rules.
Performance at real scale
Indexes, pagination and queries that hold up with real data.
AI cost & reliability
Rules first, AI second; caching, limits and fallbacks.
Tests, backups & monitoring
Tests on critical flows, backups you’ve restored, and error alerts.
Your options for an AI-built app
Keep prompting the tool, or harden what you have — here’s the honest trade-off.
| Factor | Keep prompting the AI tool | Harden it with The Forge |
|---|---|---|
| Security review | None — the tool doesn’t know what it missed | Line-by-line audit of access, keys and data |
| Money & data | Floating point, inconsistent rules | Exact decimals, validated and tested |
| What happens to your app | Keeps changing with every prompt | Keep what works, fix or rebuild the rest |
| Cost | Cheap now, expensive after an incident | Fixed quote after the audit |
| After launch | You’re on your own | Launch support and a codebase a developer can maintain |
An AI deal-finder that ran at roughly 75% lower cost than the original approach.
A founder wanted to surface promising real-estate deals from a constant stream of listings — and the early version was expensive to run.
Read the ai real-estate deal-finder pipeline case study →From first call to live — with a fixed quote
Call
Show me the app and what it needs to do for real users.
Audit & Build Plan
Every finding ranked keep / fix / rebuild, with a fixed quote.
Fix the dangerous parts
Security, money-math and data first — then performance and cost.
Ship with confidence
Tests, monitoring and launch support, in accounts you own.
Vibe-Coded App to Production: common questions
Yes. I work with the code these tools generate — typically React or Next.js on the front end with Supabase, Firebase or a Node/Python backend — and keep it in your repository.
Usually not. The audit marks each part keep, fix or rebuild. Most apps keep their UI and core flows; the fixes go into security, data and money handling.
It starts with an audit and Build Plan (from $500, credited in full if we continue). You then get a fixed quote based on what the audit finds — no open-ended hourly billing.
Yes, with guardrails. I’ll show you which parts are safe to keep prompting and which should only change through reviewed code.
That’s my specialty — I build fintech and real-estate products where the numbers have to reconcile exactly.
You do. Everything stays in your repository and accounts.