Senior engineers take your AI-built app and turn it into software a real team can ship on. You don't need to know what a repo is — share a link to your project (Lovable, Bolt, Cursor, GitHub, anything) and we'll take it from there.
Any size One AI-generated function or a full SaaS — we fix everything in between. Send a messy function, a broken screen, a flaky API route, or the whole app and we'll tell you what's worth fixing.
You shipped an MVP with AI. Now investors, customers or your own dev hire are asking hard questions you can't answer.
You inherited a vibe-coded build from a client and have to make it production-ready without rewriting from scratch.
Your codebase grew faster than your engineering. You need a senior pair of eyes before the next funding round or launch.
Top-to-bottom review: arch, data model, auth, security, perf.
We rewrite the rotten parts. Tests on the way in. No vibes.
Auth, RLS, secrets, rate limiting, observability, CI/CD.
Docs, runbooks, onboarding. You own the code, completely.
// useDashboard.tsx — 412 lines
export function useDashboard() {
const [data, setData] = useState<any>(null);
useEffect(() => {
fetch("/api/everything").then(r => r.json())
.then(d => {
setData(d);
// @ts-ignore
window.__data = d;
});
}, []);
useEffect(() => {
if (data) {
setInterval(() => {
fetch("/api/everything").then(/* ... */);
}, 1000);
}
}, [data]);
// ...380 more lines
}// dashboard.queries.ts
export const dashboardQuery = queryOptions({
queryKey: ["dashboard"],
queryFn: () => getDashboard(),
staleTime: 30_000,
});
// route loader
loader: ({ context }) =>
context.queryClient.ensureQueryData(dashboardQuery),
// component
const { data } = useSuspenseQuery(dashboardQuery);Directional estimates from Lovable, Bolt, v0, Replit Agent, Cursor & GitHub repo telemetry. The drop-off is the market we serve.
of vibe-coded apps never reach production-grade. They stall on auth, data, perf, or a security finding the founder can't fix.
median time from "first paying user" to "we need to rewrite half of this" when the codebase was vibe-coded end-to-end.
cheaper to refactor before scale than to untangle after. We bridge the gap between "it demoed" and "it ships".
No RLS, no constraints, no migrations. One curious user reads every other user's rows.
Roles checked in the client. Secrets shipped to the browser. Password resets that don't rate-limit.
No error reporting, no backups you've tested, no CI. First outage arrives via an angry tweet.
Vibe check a live URL, scan a public repo, or answer a few questions. Pick any — we'll come back with the same quote.
Paste the URL of any deployed app. We check it live — right now — for leaked API keys in the bundle, missing security headers, exposed source maps, default titles, and other classic vibe-code tells. No install, no repo access. 10 seconds.
We had 3 months of AI-generated code and zero confidence. Refactor turned it into something our new CTO actually wanted to inherit.
They didn't rewrite anything. Just clean PRs, every day, with explanations a non-engineer could follow. Worth every dollar.
Found a security hole in week one that would have ended us. The audit alone paid for itself ten times over.
Your code never leaves your repo.
No surprise invoices, ever.
Written so a founder can read them.
Code, docs, runbooks. No lock-in.