AI-built app rescue
Your AI-built app deserves real engineering.
Built something with AI but hit a technical wall? We help debug, improve, complete, and launch AI-generated applications with professional software engineering.
You built it with AI. We will help you take it further. That can mean a bug fix, a code review, a missing backend, or a deployment. It does not mean every generated app is broken.
Sound familiar?
These are the situations founders describe when a prototype needs an engineer. They are examples, not quotes from clients.
- My Lovable app works in preview but breaks in production.
- My Cursor-generated project has bugs I cannot fix.
- My Bolt app needs a proper backend.
- I built an MVP with AI, but I need a developer to finish it.
- My application works, but I am concerned about security.
- My Replit prototype needs to become a real product.
Illustrative scenarios. Not testimonials.
What we can fix
Built your app using Lovable, Bolt, Cursor, Replit, or another AI coding tool? We turn that starting point into software you can keep changing.
Bugs and broken features
We trace a failing path from the screen to the API and the database, then fix the behavior you can reproduce.
From vibe coded to production ready
An illustration of the kind of change an engagement can make. It is not a past client result.
generated.tsexport async function saveOrder(body) {
const key = "sk_live_51H..."
const user = await db.query("select * from users where id = " + body.id)
if (user) {
await stripe.charges.create({ amount: body.total, source: body.token })
return { ok: true }
}
}- CheckoutAmount missing
- Sign inLoop on refresh
- DeployEnv var unset
Behavior changes between runs.
Our process
- 01
Share your app
Send a repository, a demo, or a written description. Do not put passwords or API keys in the public form.
- 02
Technical assessment
We review the codebase, name what is failing or unfinished, and recommend the next step. Some apps should be repaired. Some should be partly rebuilt.
- 03
Engineering improvements
We fix the agreed issues, improve the implementation, and complete the features that are in scope.
- 04
Testing and deployment
We test the agreed behavior and help prepare or deploy the application, including environment variables and a repeatable build.
- 05
Ongoing support
Maintenance, dependency updates, and later features are optional after the first piece of work.
Supported workflows
Founders arrive from different tools. We work on the code those tools produce when it is a stack we already engineer. We are not affiliated with these products.
Questions founders ask
Can you fix a Lovable app?
Yes, when we can run the project and the stack is one our team already ships, such as React, Next.js, or a conventional Node API. We start by reading the code. Some generated apps can be repaired in place. Others are clearer to rebuild around the parts that already work.
Can you improve an app built with Cursor?
We can review a Cursor-assisted codebase, fix the bugs you can show us, and refactor the parts that are hard to change. Cursor is a way the code was written. The work after that is ordinary software engineering.
Can you deploy my Bolt.new project?
If the app builds and its services are ones we can host, we can help put it on Vercel, AWS, or Azure, set environment variables, and check the agreed paths after deploy. We do not claim a special Bolt partnership.
Is vibe-coded software safe for production?
It can be, after someone reviews authentication, secrets, data access, and error handling. A generated app is not automatically unsafe, and a review does not make it automatically compliant. We report what we find and fix what is in scope.
Can you add a backend to an AI-generated frontend?
Yes. A common case is a working interface that still needs accounts, a database, and server-side checks. We add those behind the screens you already have when the frontend is stable enough to keep.
Can you continue developing an existing AI-built MVP?
Yes. After the assessment we can keep building features, payments, roles, and integrations on the existing repository, or recommend a narrower rewrite if the current structure will not hold the next features.
Do I need to rebuild my AI-generated application?
Not by default. We say so only when the cost of repairing the current code is higher than replacing a part of it. The assessment is where that call is made.
Can you optimize my AI-generated code?
We can, where there is a measured problem: a slow query, a large bundle, or a page that re-renders too often. We do not rewrite a project only to make it look more professional.
Can you integrate Stripe, authentication, or a database?
Yes. Those are normal product features. We wire them with server-side checks, stored secrets, and a path you can test before launch.
What do you need to review my application?
A repository link or a demo, a short note on what is broken or unfinished, and which tool you used. Do not send passwords or API keys in the form. We will agree a private way to share access if the review needs it.
Stuck with your AI-built app? Let's fix that.
From the first bug to production deployment, Iterix Labs helps you move beyond the prototype.