Cursor is a code editor with AI built in, so a Cursor app can use any stack. That's a strength: the code is yours, in your own repository, from day one.
The risk is that nobody sets the rules. Each prompt solves the problem in front of it, so the same thing ends up done four ways, tests never get written, and security depends on what the AI happened to remember.
The problems we look for first. Most apps have two or three of them.
Data fetching, error handling and validation look different in every file, so each change takes longer and breaks more.
Sign-up, payments and anything that writes data have no tests, so every release is a gamble.
API keys in the code or a committed environment file, sometimes already in the git history.
Custom auth code with gaps: tokens that never expire, routes that only check if someone is logged in, not what they're allowed to do.
Deploys happen from someone's laptop, with no checks before code reaches production.
Review first, then a fixed quote, then the work, with a demo every week. How a rescue works
We read the code first and agree the few patterns the app should follow, then bring the risky parts into line instead of rewriting everything.
We add tests to sign-up, payments and data writes, remove secrets from the code and its history, and fix permissions on every route.
We set up a deploy pipeline with checks, so your team, or your next AI session, can keep shipping safely.
The same fixed prices for every Cursor app. The review ends with a fixed quote for anything bigger.
$149
3 working days
A senior engineer reads your code and tells you what stands between it and launch.
$249
2 working days
One blocking problem fixed: login, payments, a failed deploy or exposed data.
From $1,299
1–2 weeks
Everything critical fixed and the app live on proper hosting.
From $3,999
2–4 weeks
The missing features built, the whole app hardened, and launched.
Prices in US dollars, taxes added where they apply. All prices
Practical write-ups on the problems this work solves, from the AlgoSmiths blog.
Common questions about fixing a Cursor app