Turn Your Vibe-Coded App Into a Real Product
Most founders today have an AI-built MVP that mostly works.
But under the hood? 😬
I bridge the gap between "it works on my laptop" and "thousands of users rely on this."
I help you go from fragile demo to production-ready product without unnecessary rewrites or overengineering.
Why This Matters
AI tools are incredible for speed. Production is a different game.
When real users show up, things break that never broke before:
- •Edge cases you didn't know existed
- •Auth flows that aren't actually secure
- •Databases that weren't designed to grow
- •Logic that collapses when traffic spikes
That's where I come in.
Clean Architecture
I refactor messy AI or no-code output into clean, maintainable systems. Proper databases. Clear backend structure. Predictable APIs. Code your future team can actually work with.
Real Security
Secure authentication, data protection, rate limiting, and backend best practices. No more fragile "security by obscurity."
Scalable Infrastructure
Infrastructure that doesn't panic when growth happens. Monitoring, backups, logging, and error handling so problems get caught before users notice.
From Vibe to Production
I specialize in making demos survive real users, real traffic, and real expectations.
My process focuses on what actually matters for launch, not endless rewrites.
Audit & Architecture
I review your code, stack, user flows, and risk areas.
You get:
- •A clear risk report ("this will break" vs "this is fine")
- •A production architecture plan
- •A practical roadmap to get you launch-ready
Rebuild & Refactor
I fix the fragile parts without rebuilding what's already good enough.
This includes:
- •Structured backend systems
- •Proper database design
- •Clean API layers
- •Real error handling and logging
The goal: new features don't break old ones.
Launch & Stabilize
We deploy the right way and make sure things stay stable.
You get:
- •Production deployment (Vercel, AWS, or similar)
- •Monitoring and alerts
- •Backups and recovery setup
- •Post-launch fixes for real-world edge cases
What I Actually Do
Practical engineering that turns fragile prototypes into reliable systems.
Prototype → Production (Core Service)
I take AI-generated or no-code logic and turn it into a clean, full-stack architecture built to last. Same product. Same vision. Just no longer held together by hope.
Code Audits
Before you scale or raise, know exactly where you stand. I deliver a clear breakdown of technical risks, scalability issues, security gaps, and what's solid. Perfect for founders, teams, and investor due diligence.
Backend & API Development
Already have a frontend or no-code UI? I build the backend that makes it production-capable. Payments that don't randomly fail. Emails that actually send. File storage that doesn't disappear. Analytics that show real user behavior.
Scalability & Stability Tuning
If your app works… but feels shaky under growth, I harden it. Performance bottleneck fixes, database optimization, caching and load handling, and reliability improvements across the stack.
Client Outcomes
"We had an AI-built MVP that barely held together. After the rebuild, we launched to real users with zero major crashes and finally felt confident pitching investors."
"What used to break every week is now stable. We can ship features instead of fighting fires."
"We went from 'cool demo' to 'real SaaS product' in a couple of months."
Who This Is For
This is a great fit if:
- ✓You built your MVP with AI tools, no-code, or quick hacks
- ✓You're getting real users (or about to)
- ✓You're worried your app won't survive growth
- ✓You want to raise, launch publicly, or scale, but your tech feels shaky
If you need pixel-perfect frontend polish or a brand-new product from scratch, I'm probably not the right person.
If you need your existing product to hold up in the real world, that's exactly my lane.
Common Questions
My app was built with AI. Can it really be made production-ready?
Yes, but usually not by just adding a few fixes. I refactor or rebuild key parts so the system becomes stable, secure, and scalable.
Do I need to throw away my current app?
Not usually. Sometimes we keep the frontend and rebuild the backend. Sometimes we refactor in place. I choose the most cost-effective path based on risk and goals.
Can you work with no-code or low-code tools?
Absolutely. I often connect tools like Bubble or Webflow to custom backends that make them production-capable.
Can you stay on after launch?
Yes. I offer ongoing support, improvements, and scaling help as your product grows.
Ready to Ship Something Real?
Lots of people can build demos.
I specialize in making them survive the real world.
If you've got a vibe-coded app that almost works, let's turn it into a product you're proud to launch.