Your vibe coded app got you started. We'll get you to the finish line.
Speed got you to market. Now you need reliability, security, and scale.
We transform AI-built prototypes into software you can bet your business on.
We've seen this story before.
And it usually goes something like this...
The Spark
You had a great idea. ChatGPT, Cursor, or Claude helped you build a working prototype in days, not months.
The Validation
Users loved it. You got traction. Maybe even funding. The MVP did its job.
The Reality Check
Now you need to scale. Handle real traffic. Pass security audits. The code that got you here won't get you there.
Common AI Code Pitfalls
Sound familiar? These are the symptoms. We treat the cause.
Security is an afterthought
API keys in the frontend. No input validation. Auth that "mostly works." Your app is one script kiddie away from disaster.
It works... until it doesn't
10 users? Fine. 1,000? It crashes. There's no caching, no optimization, and the database schema would make a DBA cry.
The codebase is chaos
No tests. No documentation. Five different ways to do the same thing. Your future developers will quit.
Errors just... disappear
No logging. No monitoring. No alerts. When things break, you find out from angry tweets, not dashboards.
Deployment is terrifying
No CI/CD. No staging environment. Every deploy is a prayer. Rollbacks? You mean "fix it live."
It doesn't scale
Everything is tightly coupled. Adding features means rewriting features. Technical debt compounds daily.
The Vibe Coding Clinic
Dr. Linfield will see you now. Step into the examination room.
useEffect dependency loop with complications of infinite re-renders.
localhost:3000 into the production build.
Self-Diagnosis Tool
Select your symptom to see the prognosis:
Prognosis: Terminal bloat. We need to perform an emergency tree-shaking procedure immediately.
Prognosis: Version Control Denial Syndrome. You need a Git intervention before v4 appears.
Prognosis: Delusional Optimism. Spoiler alert: You won't. Let us automate that for you.
We understand software.
We understand business.
Vibe coding isn't the problem. Stopping there is.
Speed to market matters. But so does staying in market. We don't rebuild from scratch—we find what's working and make it bulletproof.
Assess, Don't Judge
We audit your codebase without the superiority complex. Every line shipped was a problem solved. We just solve the next ones.
Business-First Priorities
We fix what matters to your users and your bottom line first. Perfect code that ships in 2027 helps no one.
Incremental Transformation
No "big bang" rewrites. We ship improvements continuously so you see value from day one.
Our Code Rescue Services
Practical solutions to the problems keeping you up at night.
Security Hardening
- Authentication & authorization overhaul
- Input validation & sanitization
- Secrets management
- OWASP Top 10 remediation
- Penetration testing prep
Performance & Scale
- Database optimization & indexing
- Caching strategy implementation
- Query performance tuning
- Load balancing & CDN setup
- Async processing for heavy tasks
Code Quality & Architecture
- Code review & refactoring
- Type safety implementation
- Test coverage (unit, integration, e2e)
- Documentation that developers read
- Design pattern implementation
DevOps & Infrastructure
- CI/CD pipeline setup
- Infrastructure as Code
- Monitoring & alerting
- Backup & disaster recovery
- Zero-downtime deployments
Our Audit & Refactoring Process
A clear path from chaos to confidence.
Free 30-min initial audit · €999 full audit & action plan
Free 30-Minute Initial Audit
No cost, no commitment. We spend 30 minutes understanding your codebase, your stack, and your goals. You get honest feedback on whether we can help—and what to do next.
Full Audit & Action Plan — €999
We dive into your codebase and run a full analysis: security, performance, architecture, and technical debt. You receive a detailed report plus a prioritized action plan so you know exactly what to fix first.
Roadmap & Estimate
We present a phased plan that balances urgency with budget. Critical security fixes first, then performance, then polish.
Transformation
We work in 2-week sprints with weekly demos. You see progress constantly. We ship improvements to production regularly—not in one big bang at the end.
We've been on both sides.
We've shipped vibe coded MVPs at 2am. We've also inherited codebases that made us question humanity. We've felt the pressure of "just ship it" and the weight of "this needs to work forever."
That's why we don't lecture. We don't rewrite everything because we can. We partner with you to build something that serves your business today and tomorrow.
Frequently Asked Questions
Do you judge our code?
Never. Shipping beats perfection. Your code got you customers—that's success. We're here to build on that foundation, not tear it down.
Will you rewrite everything?
Only if truly necessary (rare). We prefer incremental improvement. You keep shipping features while we shore up the foundation.
What if we built with no-code tools?
We'll assess your setup and consult you honestly. Depending on your goals and what's feasible long term, we'll advise whether to continue and optimize where you are—or plan a migration to a more flexible stack. No pressure either way.
How long does this take?
Critical security fixes: 1-2 weeks. Full stabilization: 4-8 weeks. Complete transformation: 2-4 months. Every project is different.
What does this cost?
The initial audit is free—30 minutes, no obligation. The full audit and action plan is €999. Transformation work is scoped and quoted after that. We're transparent about pricing from day one.
Can we do this in-house?
Maybe. If you have senior engineers with time. We're often faster because this is all we do—and we've seen every antipattern.
Ready to stop worrying about your code?
Book a free 30-minute assessment. We'll tell you honestly if we can help.