Turn the app you built with AI into software you can actually ship
You described what you wanted to Cursor, Lovable, v0, Replit, or Bolt — and it built something that works. Then real users showed up, the bugs got weird, the data got sensitive, and you realized the prototype that got you here can't take you any further. We rebuild vibe-coded apps into secure, scalable, maintainable production software. Almost nobody else even names this service. We're an engineering shop that added AI to a build practice, so it's work we do regularly — not a one-off experiment.
Vibe coding is genuinely powerful. You can go from an idea to a clickable, working app faster than a traditional team can schedule a kickoff call. That speed is real and it's worth celebrating. But the tool optimized for one thing: making the screen do what you asked in the moment. It did not optimize for the things that decide whether software survives contact with real users — authentication that can't be bypassed, a database that won't corrupt under load, secrets that aren't sitting in the client bundle, and code a human can still read and change six months from now.
That's the gap almost every founder hits. The app looks done. It demos beautifully. Then you try to add a feature and the AI rewrites three unrelated screens. You try to onboard a real customer and discover any logged-in user can read every other user's data. You try to hand it to a developer and they quote you a full rebuild because the state management is a tangle nobody can safely touch. The prototype wasn't wrong — it was never meant to be the final thing.
The expensive mistake is treating the demo as the destination. The smart move is treating it as an exceptionally detailed spec. You've already proven the concept, validated the flows, and shown investors or customers what it does. Now the job is to keep everything that works and rebuild everything underneath it on a foundation that scales, secures your users, and can be maintained by an actual team. That's the entire service — and unlike most firms, we do the rebuild ourselves rather than handing you a list of what's wrong.
This is the one that keeps us up at night on your behalf. AI-generated apps routinely ship with authentication that looks real but isn't enforced on the server, database rules that let any user read any row, and API keys hardcoded straight into the frontend where anyone can grab them from the browser. It all works perfectly in a demo with one user. It fails catastrophically the moment you have two.
Prototypes are built for a demo-sized dataset and a single happy path. Real usage brings concurrent writes, N+1 queries that melt the database, no indexes, no migrations, and a schema that was never designed so much as accreted. We re-architect the data layer so it stays fast and correct as your usage grows instead of falling over at the worst possible moment — right after a launch that finally worked.
The quiet killer of vibe-coded apps is that nobody can maintain them. State is duplicated across components, logic is copy-pasted five times, there are no tests, and asking the AI for one change silently breaks three other things. We refactor into a clean, conventional architecture with real separation of concerns — so your next feature takes an afternoon, not a rewrite, and any competent developer can pick it up.
A preview URL from an AI builder is not production infrastructure. There's usually no separation between staging and live, no CI, no monitoring, no error tracking, and no way to roll back a bad deploy. We stand up a proper pipeline so you can ship confidently, catch problems before your users do, and recover in minutes when something goes wrong.
We keep what works and re-engineer the rest into software you can trust.
Before we touch anything, we go through the whole app — code, data model, auth, and infrastructure — and produce an honest map of what's solid, what's a liability, and what has to change before real users depend on it.
Where auth is bypassable and where user data is exposed.
How the app is really structured and where it will break.
A clear line between what we keep and what we rebuild.
Your prototype is a detailed spec of the product you want — we treat it that way. We preserve the UI, the flows, and the logic that already work, then design the foundation underneath them properly so nothing valuable gets thrown away in the rebuild.
The screens and flows you validated stay intact.
Data model, auth model, and services designed to scale.
A rebuild order that keeps you shippable throughout.
This is the part almost nobody else offers — because it's real engineering, not advice. We re-implement the backend, database, and auth on a production-grade foundation, harden every gap the assessment found, and add the tests and infrastructure the prototype never had.
Backend, schema, and auth rebuilt to hold up under load.
Every exposure from the audit closed and verified.
Automated tests and CI/CD so it ships safely.
We deploy to real infrastructure with monitoring and rollback in place, watch it under live traffic, and leave you with clean code and docs. Whether your team takes it from here or we keep building alongside you, it's genuinely maintainable software now.
Error tracking and uptime alerts live from the first deploy.
Readable code and docs any developer can extend.
We can keep shipping features or support your team.
Most firms will audit your AI-built app, hand you a slide deck of risks, and tell you to go hire engineers. We are the engineers. We're a build shop that added AI to a working development practice, not a consultancy that rebranded around it. The assessment ends in shipped, hardened, production software — not a recommendation you still have to find someone to execute.
Talk to an engineer →You built the whole product yourself in an AI tool and proved people want it. Now you can't add features without breaking things, and you can't put real customer data behind auth you don't trust.
We rebuild the foundation while keeping the product you designed, so you can charge customers and sleep at night — then either hand it back clean or keep building it with you as your fractional engineering team.
Learn more →You raised on a prototype and now the demo has to become a company. Diligence flagged the tech debt, and every week on the vibe-coded base is a week of compounding risk your investors can see.
We convert the prototype into software that survives real users and technical due diligence — proper architecture, security, and tests — so your runway buys growth instead of firefighting.
Learn more →The AI-built MVP found product-market fit faster than anyone expected, and now it's buckling: slow queries, data bugs, and a codebase your first real hire refuses to touch.
We re-architect the data and application layers for multi-tenant scale, untangle the state, and add the test coverage and pipeline a growing SaaS needs to ship without fear.
Learn more →You prototype fast for clients in Lovable or v0 to win the pitch, but you don't have the in-house engineering to turn those prototypes into software you can responsibly deliver and support.
We become your white-label production team — you keep the client relationship and the speed of AI prototyping, we harden and ship the real build behind you.
Learn more →Someone on the ops or finance team vibe-coded a tool that now runs part of the business — but it has no auth, no backups, and lives on a preview link one bad click from disappearing.
We rebuild it as a secure internal application with real access control, a durable database, and proper hosting, so a tool the company now depends on stops being a single point of failure.
Learn more →You spun up a storefront or marketplace with an AI builder and it's taking real payments — which means real money, real PII, and real liability sitting on an untested foundation.
We harden payments, lock down customer data, and re-architect for transaction volume so the store scales through a launch or a busy season instead of collapsing under it.
Learn more →Real server-side auth, per-user data isolation, and secrets out of the bundle — the gaps a demo never shows, closed and verified.
A proper data model, migrations, and infrastructure that stays fast and correct as your usage grows past the demo.
Clean, conventional code with an automated test suite, so the next feature is an afternoon and any developer can take it forward.
Staging, CI/CD, monitoring, and one-command rollback — so you deploy with confidence instead of a preview link and hope.
No — and that's the point. Your prototype is an incredibly detailed spec of the product you want, and we treat it that way. We keep the UI, the flows, and the working logic you already validated, and rebuild the foundation underneath them: the database, the auth, the security, and the infrastructure. You lose the liabilities, not the work.
Usually not what you'd think from looking at it. The common failures are invisible in a demo: authentication that isn't enforced on the server, database rules that let any user read everyone's data, API keys hardcoded into the frontend, no tests, tangled state, and no real deployment pipeline. It all works with one user and breaks the moment you have real ones. We find and fix exactly those gaps.
Because the AI optimizes for making the screen do what you asked right now, not for a coherent architecture. Past a certain complexity, asking it for one change rewrites unrelated parts and reintroduces bugs you already fixed. The problems that matter most — security enforcement, data integrity, scalability — are structural, and structure is precisely what an in-the-moment prompt loop doesn't maintain. Fixing it needs an engineer who holds the whole system in view.
Very few firms even name it. Most agencies are either marketers who can't touch code, or consultancies that will audit your app and hand you a deck telling you to go hire engineers. We're an engineering shop that added AI to an existing build practice, so we do the rebuild ourselves. Converting vibe-coded prototypes into production software is a service we run regularly, not a one-off experiment.
It depends on how much has to change, which is exactly what the assessment tells us. A tool that mostly needs auth and infrastructure hardening can be a couple of weeks; a product that needs its whole data layer re-architected takes longer. We phase the work so you stay shippable throughout, and we give you an honest scope up front — not an open-ended engagement.
Yes. Some clients want a clean, documented handoff to their own team, and we make that straightforward. Others want us to stay on as their engineering team and keep shipping features on the foundation we just built. Both work — the difference from where you started is that it's now genuinely maintainable software either way.
Send us your vibe-coded app and we'll assess it the way an engineer inheriting the codebase would: where it's exposed, where it will break, what's worth keeping, and exactly what it takes to get it production-ready. No deck of problems you have to go solve — a plan we can execute.
