Discuss your projectContact
Vibe-Coded App Support and Modernization

Support for apps built with AI tools

You shipped quickly with Cursor, Lovable, Bolt or Claude. Now there are real users, and every change seems to break something else. We pick up the code as it is and get it under control.

Sound familiar?

Every fix breaks something

There are no tests, so nobody knows what a change will touch until users report it.

Keys in the repository

API keys in the frontend, open database rules, no rate limits. Common in generated code and easy to miss.

The AI tool stopped helping

The codebase outgrew what the assistant can keep in mind. Each new prompt leaves it messier, and nobody can say why things were built the way they were.

How we take it over

  1. Audit

    We read the code, check security and dependencies, and send you a written report with the risks ranked by what they could cost you.

  2. Stabilize

    Tests around the parts that matter most, CI, error monitoring and secrets moved out of the code. Then refactoring in small steps while the product stays live.

  3. Keep building

    New features, hosting and support, or engineers who join your team.

We use AI tools too

There’s nothing wrong with starting this way. Our engineers work with Cursor and Claude every day. What usually goes missing is code review, tests and a person who owns each merge. That’s what we bring to your project.

We rarely suggest a rewrite. When we do, it’s because the audit showed it would cost less than fixing what’s there.

Send us the repository. We’ll tell you what we find

Request a code audit

Frequently asked questions

Which AI-built apps can you take over?

We work with apps built with Cursor, Lovable, Bolt, Claude and similar AI coding tools, and we take the code in whatever state it is in; you do not need to clean it up first. The usual case is a product that already has real users, where every change seems to break something else and the AI tool has stopped helping.

What does the code audit include?

We read the code, check security and dependencies, and send you a written report that ranks the risks by what they could cost you. From it you can see what is urgent, what can wait and what stabilizing the product would take, before you commit to any further work with us.

Will you rewrite our app from scratch?

Rarely. We suggest a rewrite only when the audit shows it would cost less than fixing what is already there. Usually it is faster and safer to keep the existing product and improve it step by step: tests around critical parts first, then refactoring, while work on what your users need continues.

Can the product stay live while you stabilize it?

Yes. We start by adding tests around the parts that matter most, setting up CI and error monitoring and moving secrets out of the code. Refactoring then happens in small steps while the product stays live. Each change is verified before it reaches users, so problems do not first show up in their bug reports.

What security problems do you usually find in AI-generated code?

The most common are API keys in the frontend or the repository, open database rules and missing rate limits. These are typical of generated code and easy to miss because the app appears to work. The audit report lists what we find, ranked by the damage it could do, and stabilization fixes the most dangerous issues first.

Can our team keep using AI tools after you take over?

Yes. Building this way is fine, and our engineers work with Cursor and Claude every day. What these projects usually lack is code review, tests and a person who owns each merge, and we add those. After stabilization we can keep building features, run hosting and support, or provide engineers who join your team.

Related case studiesAll case studies
From our blogAll insights

Read the full case study Discuss your project