AI built your prototype. I build the production app.
Tools like Cursor and v0 are incredible for getting off the ground.
But when your 2,000-line
page.tsx
file starts crashing and features become impossible to add, you need a
senior engineer.
Message Received
I’ll review the details and get back to you shortly.
Book a Codebase Audit.
Let's review your AI-generated prototype and map out a production-ready architecture.
Need immediate triage?
Grab a slot on my calendar to walk through the repo together.
Does your codebase look like this?
The classic symptoms of “vibe coding” hitting a wall.
The Monolith
Your entire app logic is stuffed into a single, terrifyingly large file.
Hydration Errors
React complains about UI mismatches every time you reload the page.
Laggy State
You type in an input field and the whole page re-renders and lags.
Ghost Packages
AI imported libraries that don't exist, are deprecated, or conflict.
I untangle the mess without breaking the features.
You don’t need to throw the MVP away. I take your AI-generated codebase and systematically refactor it into a scalable, production-ready architecture.
- Component Extraction: Breaking massive files into clean, reusable React components.
- State Management: Implementing proper Context, Zustand, or Redux to fix performance bottlenecks.
- Database Optimization: Rewriting hallucinated database queries into secure, efficient Prisma/Drizzle calls.
- Security Patching: Fixing exposed API keys, insecure routes, and authentication flaws.
export default function App() {
const [data1, setData1] = useState();
const [data2, setData2] = useState();
/* 50 more unmanaged states */
}
import { useStore } from '@/store';
import { DashboardLayout } from '@/components';
export default function App() {
return (
<DashboardLayout>
<DataGrid />
</DashboardLayout>
);
}
What is vibe coding cleanup?
Refactoring AI-generated code from tools like Cursor, Copilot, or v0 into production-ready, scalable applications. I specialize in stabilizing these codebases without rebuilding from scratch.
How much does a codebase audit cost?
The 48-hour codebase audit is $2,000. That includes a full review of your repository, identification of critical issues, and a step-by-step roadmap for remediation.
Stop fighting the AI. Let’s fix the foundation.
Book a 48-hour codebase audit. I will review your repository and give you a step-by-step roadmap of exactly what needs to be refactored for production scale.
Message Received
I’ll review the details and get back to you shortly.
48-Hour Codebase Audit.
Send your repo and I'll map out what needs to be refactored for production.
Need immediate triage?
Grab the next available slot on my calendar. Let's look at the codebase together.
This service also covers Shopify Hydrogen and custom app codebases built with AI tools like Cursor or v0.