Vibe Coding Rescue
Turn your AI-generated prototype into a real, production-ready product
Get Your Prototype Assessed →Your AI Prototype Got You 70% There. We’ll Get You the Rest.
You used ChatGPT, Claude, Cursor, or another AI tool to build something. Smart move—you validated your idea quickly and cheaply. But now you’re stuck:
- It works… mostly
- Authentication is sketchy
- It crashes sometimes
- Payments don’t quite work
- The code is a maze you can’t understand anymore
Welcome to the vibe coding plateau. And we specialize in getting you off it.
The Prototype-to-Production Gap
AI tools are incredible at generating working code quickly. But there’s a gap between “working demo” and “product customers pay for”:
🔒 Security AI-generated authentication often has serious vulnerabilities. SQL injection, missing rate limiting, insecure session handling—we’ve seen it all.
📈 Scale Code that works with 10 test users falls apart with 100 real users. Database queries that seem fine become bottlenecks.
💥 Reliability AI writes “happy path” code. When things go wrong—and they will—your app crashes instead of failing gracefully.
💳 Payments Stripe or payment integration that works in test mode but fails with real cards, subscriptions, refunds, and edge cases.
🧪 Testing No tests means every change is risky. No confidence that anything actually works the way you think it does.
Our Rescue Process
Phase 1: Assessment We review your prototype thoroughly:
- What works well? (Keep it)
- What’s risky? (Fix immediately)
- What’s fragile? (Strengthen)
- What’s missing? (Add it)
You get a clear report with recommendations and pricing.
Phase 2: Foundation We fix the critical stuff first:
- Security vulnerabilities
- Error handling
- Database optimization
- Testing infrastructure
- Deployment setup
Phase 3: Production Polish We make it ready for real users:
- Performance optimization
- Edge case handling
- Payment integration
- Monitoring and alerts
- Documentation
Phase 4: Launch & Support We help you go live:
- Production deployment
- Launch monitoring
- Bug fixes and iterations
- Ongoing development support
Pricing
Assessment: Free We review your prototype and give you a detailed report with recommendations.
Rescue Projects: $2,500 - $15,000 Depending on prototype state and scope. Most rescues fall in the $5,000-$10,000 range.
Monthly Support: $500 - $2,000/month Ongoing development hours after launch.
Not Sure If Your Prototype Is Ready?
That’s exactly what the assessment is for. We’ll look at your code and give you an honest evaluation—even if the answer is “keep iterating with AI, you’re not ready for production yet.”
What We Fix
- ✓ Security issues in AI-generated authentication and authorization
- ✓ Performance problems that work with test data but fail at scale
- ✓ Missing error handling that causes crashes in production
- ✓ Payment integration that handles edge cases
- ✓ Proper testing and quality assurance
- ✓ Deployment and infrastructure setup
- ✓ Ongoing maintenance and feature development
"I spent 2 months going in circles with ChatGPT. They took my prototype and had it production-ready in 3 weeks. Wish I'd called sooner."
Get a Free Assessment
Tell us about your prototype and we'll assess what it needs.
We'll reach out within 1 business day to schedule your call.
Frequently Asked Questions
Do you work with any AI-generated code?
Yes! ChatGPT, Claude, Cursor, Copilot, Replit, Bolt—we've seen it all. The patterns are similar regardless of which AI tool created it.
Will you have to start over from scratch?
Usually not. Most AI-generated code has valuable parts we can keep. We assess what's salvageable, what needs fixing, and what needs replacing.
How long does the rescue process take?
Depends on the prototype's state. Simple fixes might take 1-2 weeks. Full rescue and launch might take 4-8 weeks. We'll give you a timeline after assessment.
What if my prototype is really messy?
We've seen it all—nested callbacks, copied code everywhere, security holes you could drive a truck through. No judgment. We fix it.
Stop Going in Circles with AI
Get a professional assessment of your prototype. We'll tell you exactly what it needs to go live.