Kiyansh Group gives you a free triage of any AI-generated MVP — apps built with Lovable, Bolt, Cursor, v0, or Replit. A senior US engineer reads your actual code and sends back a plain-English list of what's broken, what's a security or data risk, and what it takes to make it production-ready. It's free, and there's no obligation to hire us afterward.
Get a free MVP triage →A triage is a senior engineer reading your real codebase — not a form or an automated scanner. We look at the things that decide whether an AI-generated app survives real users: exposed API keys and secrets, whether your endpoints have real authentication and authorization, input validation, the data model and how it holds up as records grow, third-party integrations (payments, auth, email), error handling, and whether sensitive logic is sitting on the client where anyone can read it. We also confirm the boring-but-critical part: that you own the code, the repo, and the accounts — not the builder platform.
Send us read access to your repository, or export the project from your AI builder and share that. We don't need your production database, live payment keys, or customer data to do a triage — read access to the code is enough, and you can revoke it the moment we're done. You get back a written, plain-English findings list: what's broken, what's a security or data risk, and what it would take to make it production-ready. It's free, and there's no obligation to hire us afterward.
Tools like Lovable, Bolt, and v0 are built to produce a convincing demo fast, and they're genuinely good at it. The gap shows up the moment real users, real money, or real data arrive. The recurring problems we see are secrets committed into the frontend, endpoints with no auth, missing input validation, security enforced in the browser instead of the server, data models that don't survive edits, and lock-in to the builder's hosting. None of that is visible from clicking around the demo — which is exactly why a human read of the code is the only honest way to know where you stand.
If the fixes are straightforward, we tell you so — sometimes the honest answer is that it's closer than you think. If it needs real work, we scope it as a fixed piece of work quoted after a short call, not open-ended hourly billing, and the delivery method is a senior US engineer directing AI agents, so it moves in days rather than months. Either way you keep ownership of the code and every account from day one — no lock-in to us. We're onboarding our first rescue clients now, so the triage is genuinely free while we do.
It's genuinely free with no obligation to hire us. A senior engineer reads your code and sends back real findings you can act on — even if you take that list and fix it yourself or hand it to another team.
Read-only access to your repository, or an export from your AI builder. We don't ask for your production database, live payment keys, or customer data for a triage, and you can revoke access as soon as it's done.
Lovable, Bolt, Cursor, v0, and Replit, plus generic AI-generated codebases in common web stacks. If a coding agent wrote most of it, we can read it.
We quote a fixed scope after a short call, based on what the triage actually found — no hourly surprises. We don't publish a flat number because the work depends entirely on the state of your app, which is the whole reason to do the review first.
Tell us what you need — a build, a rescue, or a contractor — and we'll come back with a clear next step.
Get a free MVP triage →