For founders who built with AI

Your AI-Built App,Made Production-Ready

You built it with Cursor, Lovable, Bolt or ChatGPT — and hit a wall. I audit, fix, and harden AI-generated apps so they can take real users and real payments. 15 years of engineering.

Sound familiar?

The AI keeps “fixing” one thing and breaking another.

It works on your machine, but you can’t get it deployed — or it falls over with the first users.

You’re about to take payments or store user data, and you have no idea if it’s secure.

Each new feature takes longer than the previous one. The codebase fights back.

Formats

Code & Launch Audit

For you if

you want to know exactly where you stand before launch or before investing more.

What’s inside

Read-only access to your repo. I review security, data handling, architecture, and deploy readiness. You get a written report with prioritized fixes and a 60-minute video call walking through it.

Result

a clear, prioritized picture: what’s fine, what’s risky, what must be fixed before real users.

Timeline: 3–5 business days
Most popular

Production Rescue

For you if

you need the app actually fixed, hardened, and launched — not just diagnosed.

What’s inside

Starts with the audit. Then I fix critical issues, set up proper deployment, backups and monitoring, and hand the project back with a walkthrough so you (or your AI tools) can keep building on a solid base.

Result

your app live, stable, and safe to put in front of real users and payments.

Timeline: typically 2–4 weeks, scoped after the audit

The audit price is credited toward Production Rescue if you continue.

How it works

01

You drop a request

A couple of sentences about the app and what’s blocking you.

02

Free 15-minute call

We check the fit and I tell you what I’d look at first.

03

Read-only access & audit

You grant repo access, I deliver the report and the walkthrough call.

04

Fix & launch (optional)

We agree the scope from the report, I fix, harden, and ship.

FAQ

Which stacks do you work with?

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Anything the popular AI tools generate: Next.js/React, React Native, Node.js, Python, Postgres/Mongo, Vercel/AWS and similar. If your stack is exotic, I’ll say so on the free call.

Is my code and idea safe with you?

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Yes. Read-only access from your account, NDA on request, and you can revoke access at any moment. The repo and infrastructure stay yours.

What if it’s cheaper to rebuild than to fix?

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It happens, and the audit will say so honestly — with an estimate for a rebuild. Better to know after an audit than after months of patching.

Will I be able to keep developing with AI tools afterwards?

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That’s the point. You get the project back cleaned up, with a walkthrough and notes on how to direct your AI tools so the codebase stays healthy. If you want to go deeper, there’s mentorship.

What exactly is in the audit report?

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Security issues (auth, data exposure, secrets), reliability risks, architecture problems that will block growth, deploy/infrastructure readiness — each with severity and a recommended fix, ordered by priority.

Stuck? Let’s look at it together.

15 minutes on video. Free. You show what you’ve built, I tell you what I’d check first and whether the format fits.

Drop a quick request

I’ll come back to schedule the free intro call.

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