01
We find the real bugs
Not just the obvious ones, but the edge cases, the security holes, and the race conditions that AI code is most likely to get wrong.
$ ai-built & vibecoded apps
You shipped fast with AI. Now let's make it hold up.
AI coding tools are great at getting an app live. They are not great at telling you what will break when real users show up. We find the bugs, security gaps, and broken edge cases that AI-built apps tend to hide, and we help you fix them.
No credit card. No contract. No vendor lock-in.
Lovable
Bolt
v0
Replit
Cursor
Claude
The shift
The demo worked. Then real users arrived.
Tools like Lovable, Bolt, v0, Replit, and Cursor can turn an idea into a working app in days. That is a real achievement and it is changing who gets to build software. But AI writes the code it thinks you asked for, not the code that survives real traffic. The result is an app that looks finished and falls over in ways you cannot see from the inside.
- !The app works in the demo but breaks the moment two users do something at once.
- !Forms submit, but the data lands in the wrong place or not at all.
- !Auth looks fine until someone finds they can see another user's data.
- !Payments fail silently, and you find out from an angry customer, not a log.
- !The AI rewrote something last week and quietly broke a feature that used to work.
- !You cannot tell which parts are solid and which are held together with tape, because you did not write the code and cannot fully read it.
None of this means you built it wrong. It means the app is ready for the next step, which is making it trustworthy.
Where we come in
We are the QA layer your AI tools do not give you.
We treat an AI-built app the way we treat any product that real people depend on. We map what the app is supposed to do, we test what actually happens, and we hand you a clear list of what is broken, how serious each issue is, and what to fix first. Where you want it, we help fix the problems too, or work alongside whoever does.
02
We tell you what matters
You get a plain, ranked list. What will hurt your users, what can wait, and what is fine. No 40-page dump.
03
We make it stable
We can build a test suite that catches the next regression before your users do, so the AI cannot quietly break things again.
Fit
This is for you if
You're a founder with traction
You built an MVP with AI, got real users, and now there are real bugs you cannot find.
You're a small team shipping fast
You ship fast on AI tools and you need someone to own quality without a full QA hire.
Your AI app touches money or data
You have an AI-built app making money or holding user data, and cannot afford for it to break.
How we start
Start with a free audit.
Send us your app and we will come back with a QA risk audit. We will show you the most serious issues we find and what it would take to fix them, before you commit to anything. If you do not see value, you walk away. No contract, no lock-in.