What is Vibe Code Cleanup?

Vibe Code Cleanup is the practice of taking an AI-generated prototype (built with Cursor, Bolt, Claude, Lovable, v0, or similar tools) and turning it into production-ready software: real logins, live payments, a managed database, automatic safe deployments, and alerts when something breaks. A typical cleanup takes about two weeks.

We coined the term because we kept doing the same engagement over and over: a founder arrives with an app that works perfectly on their laptop and cannot be given to a single paying customer.

Why vibe code breaks in the same ways every time

AI coding tools optimize for the demo. They are extraordinarily good at getting something on screen that works when you click through the happy path (the one route where everything goes right). But the gaps they leave are consistent enough that we check for the same list on every codebase:

• Secrets in the code. API keys (the passwords apps use to talk to each other) pasted straight into the code, saved in the project's history, sometimes visible to anyone who opens the site.
• Auth that isn't auth. Login status kept in the browser's memory, never verified by the server, and admin pages hidden by the interface instead of actually locked.
• Payments in test mode with no webhook handling (webhooks are the messages Stripe sends when money moves), which means subscriptions that never renew, refunds that never match up, and revenue you can't account for.
• No database story. Data in loose files, a database that only exists on one laptop, or a free-tier database with no backups and no safe way to make changes.
• No way to know when things break. When something breaks in production, the first report comes from a customer, not a system.
• No deployment pipeline. "It runs when I type npm run dev" is not a deployment story.

What a cleanup actually involves

The two-week engagement follows the same arc for almost every project:

1. Audit (days 1–2). Full read of the codebase. Where are the secrets, the security holes, the architecture decisions that break at 100 users.
2. Foundations (days 3–7). Real login (Clerk, Supabase Auth, or NextAuth), a managed database with backups and safe database changes, and payments wired for live mode, with webhooks handled and double-charges made impossible.
3. Ship (days 8–12). Automatic, safe deployments to Vercel, AWS, or Cloudflare. Error tracking with Sentry. A separate environment for testing. Every approved change ships itself.
4. Handover (days 13–14). Documentation, account transfers, and a walkthrough. You own everything.

Should you feel bad about your vibe code?

No. The prototype was the right move. You validated an idea for the cost of a subscription instead of a $50K build. The mistake isn't the vibe code. It's either shipping it to customers as-is, or throwing it away and paying an agency to rebuild from scratch. The prototype is a spec that runs (a plan you can actually click through). Treat it that way.

The short version: vibe coding gets you 80% of the way for 5% of the cost, and the remaining 20% is a known, fixable checklist. If you have a codebase in this state, send it over and we'll return a fixed-scope plan in 48 hours.