Unreviewed by anyone
Hundreds of accepted suggestions, zero code review. Individually fine, collectively drifting. We do the full-codebase review the tab key skipped.
Vibe coding rescue · Cursor
Finish the app you built with Cursor.
Cursor puts real engineering power in anyone’s hands, which means Cursor projects get further than most before they stall. They also stall deeper: bigger codebase, more moving parts, and harder to tell which parts to trust.
Businesses we’ve worked with
The Cursor wall
The typical Cursor rescue is not a beginner project. It is a founder or technical PM who got a real product 80% built, accepted a few hundred AI suggestions along the way, and now cannot confidently ship because nobody has actually reviewed the sum of those suggestions. Tests are thin, the architecture drifted with each big refactor prompt, and the deploy story was always going to be next week.
Our job is the review that never happened: read the whole thing with senior eyes, tighten the architecture, add the tests that matter, finish the stalled features, and set up the pipeline that turns it from a repo into a product.
What we fix in Cursor apps.
Architecture drift
Three refactors, three patterns, all still in the codebase. We converge it to one structure so changes stop having surprise blast radius.
No path to production
It runs in dev and passes the demo. Environments, CI, monitoring, and migrations were always the next prompt. We build the path and walk it.
Watch it work
From Cursor project to live product.
Codebase audit212 files read
criticalService key shipped in the client bundlesrc/lib/db.ts
criticalRow-level security disabled on 3 tablesusers · orders · messages
highPermission checks run in the browser onlysrc/routes/admin.tsx
highNo rate limit on public endpoints/api/generate
mediumStripe webhooks never handledpayments
Verdict: 71% of the code is worth keeping.1 fixed price, 48h
How a rescue works.
Fixed price, milestone payments, and a written audit before you commit to anything.
Audit, 48 hours
Send repo or tool access. You get a plain-language report of what is solid, what is dangerous, what is unfinished, and a fixed price for the rest.
Fix and harden
Security first: auth, data access, secrets, rate limits, payments. The invisible work that keeps your launch out of the news for the wrong reason.
Finish and launch
The stalled features get built, the deploy pipeline gets set up, and the app goes live on your domain with monitoring, alerts, and daily backups.
Stay if you want
Every rescue includes 30 days of fixes. Many founders keep us on afterwards for the roadmap, through Resident™, our monthly retainer.
The checklist
What your Cursor app gets before we call it done.
Auth & permissions reviewRow-level security, written and testedSecrets moved out of the clientRate limiting on public endpointsInput validation everywhereStripe live mode + webhooksError tracking wired inUptime monitoring & alertsDaily database backupsCI/CD deploy pipelineCustom domain + SSLStaging environmentPerformance passPrivacy policy & terms pagesDocumented handover30 days of post-launch fixes
Cursor questions
I can code a bit. Can we work together on it?
Yes, and those are some of our favourite rescues. We handle the security, infrastructure, and gnarly refactors; you keep shipping features in Cursor on top of a codebase that finally has structure and CI behind it. The handover includes conventions your AI tools will follow.
Is this a code review or a rebuild?
It starts as a review (the 48-hour audit) and becomes exactly as much rebuild as the findings justify, priced fixed before we start. Most Cursor projects keep the majority of their code.
Can you add tests to an AI-written codebase?
Yes, and it is often the highest-value part. We add tests around the money paths first (auth, payments, data writes), which is what makes future prompting safe rather than roulette.
Send us your Cursor project.
Book a 30-minute call with a founder. Within 48 hours of access you will know what is solid, what is dangerous, and what it costs to launch.
