Vibe-coded app rescue: AI-generated code review and fixes
Built your app with Cursor, Lovable, Bolt, v0, Replit or ChatGPT, and now it breaks, leaks data or can’t go to production? We review the code, fix what matters and leave you with a foundation that is safe to build on.
When to call us
Sound familiar?
- It worked in the demo, but breaks with real users and real data.
- Every new feature breaks something that used to work.
- The AI assistant keeps going in circles on the same bug.
- You are not sure your users’ data and API keys are actually protected.
- You need to launch, raise money or hand the code to a team — and don’t know what you would be handing over.
Typical issues
What usually goes wrong in AI-generated code
Exposed secrets
API keys and credentials committed to the repository or shipped to the browser.
Missing authorization
Any logged-in user can read or change other users’ data by changing an ID.
No validation
User input goes straight into the database, queries or third-party APIs.
Fragile structure
Giant files, duplicated logic and no clear boundaries, so every change has side effects.
No tests, no logs
Nobody knows what broke, when, or why — until a user complains.
Doesn’t scale
Unindexed queries, N+1 problems and blocking calls that work for ten users and fail for a thousand.
Scope
What’s included
Audit
- Code and architecture review
- Security review: secrets, authentication, authorization, input handling
- Data model and database review
- Prioritized findings in plain language
Fixes
- Critical security and data-integrity issues
- Unreliable or broken implementations
- Error handling and logging
- Performance problems that block real usage
Foundation
- Refactoring of the core for maintainability
- Tests for critical user flows
- Project structure and conventions
- Production readiness checklist
Process
How it works
Audit
We read the code, run it and map how it really works, with a focus on security and data.
Report
You get a prioritized list: critical, important, can wait — with an explanation of each item.
Fix
Security first, then stability, then structure. You decide how far to go.
Hand over
Tests, documentation and conventions so you, your team or your AI tools can continue safely.
Deliverables
What you get
- A written audit report that a non-technical founder can understand
- Critical issues fixed and verified
- A cleaner, documented core that is safe to extend
- Tests for the flows that matter most
- A clear list of what is left and why
FAQ
Frequently asked questions
Which tools and stacks do you work with?
It does not matter which AI tool generated the code. Our core expertise is PHP backends (Laravel, Symfony); we also review JavaScript and Python codebases. If your stack is outside our expertise, we will tell you upfront.
Do I have to rewrite everything?
Usually not. We keep what works and fix what is risky. A rewrite is recommended only when it is genuinely cheaper than repair, and we will explain why.
I’m not technical. Will I understand the results?
Yes. The report explains what is wrong, why it matters for your business and what to fix first, without jargon.
Can I keep using AI tools afterwards?
Yes. We set up structure, tests and conventions that make AI-assisted development much safer and more predictable.
How is pricing determined?
Pricing is on request and depends on scope. Project-based work, consulting and contract engagements are all possible — describe the task and we will propose a format.
Let’s look at your app
Describe the situation in a few sentences. We reply by email, usually within two business days. Pricing on request.
Get your app reviewed