PRTOTYPE.COM · Production studioAudit · Build · Maintain
PRoTOTYPE.COM
Rescue & hardeningCursor rescue & hardening

Built it in Cursor? We’ll make it consistent enough to ship.

Cursor isn't a one-prompt app generator, it's an AI-assisted IDE, which means your codebase is usually bigger and older than a typical vibe-coded app. That's an advantage, and also the problem: months of AI pair-programming tend to leave behind inconsistent patterns and quiet architectural drift that only surface under real load. Usually fixable without a rebuild.

Show us what’s creaking
Symptoms

These might sound familiar.

01

The codebase has grown over months of Cursor sessions, and three different parts of it solve the same problem three different ways.

02

Nobody, including whoever's been driving Cursor, can fully explain why a given piece was built the way it was.

03

Real users have arrived and things are slowing down or falling over.

04

An investor or client just asked for a technical due-diligence review, and you don't know what to show them.

05

The AI tool keeps “fixing” things by breaking other things.

06

You've been quoted a five-figure rebuild, and the people quoting it made you feel foolish for asking.

How it works

We take it over, rather than start again.

We start with a fixed-price production audit: $7,500, one week. For a Cursor-built codebase that means mapping where architectural patterns diverge across the project and which of the accumulated technical debt actually matters before you ship. You get a written specification: every fix as a module with acceptance criteria and its own fixed price. Keep what deserves to live; replace only what doesn’t.

No judgement. Long AI pair-programming sessions build up debt for every team, not just yours.

No lock-in. You own the code, the design and the spec, always.

No open-ended bills. Every number is fixed before we start.

Ongoing

And afterwards, if you want: Maintain.

Monitoring, patching, model migrations and evals with a named monthly report, from $1,500/month. Your app stays shipped.

From $1,500/monthYour app stays shipped
Book a Production Consultation
Free 30-minute call

Free 30-minute call. Honest answer.

Worst case, you leave with a clearer picture of what you've built. Best case, it's less broken than you think.

No specs required · No commitment
Show us what's creaking