For vibe coders who've hit the wall
Your App Is Breaking.
The AI Isn't the Problem.
You don't need a better prompt. You need a system around the prompts. The AI Software Factory gives vibe coders a governed build process β so your app ships clean, stays stable, and doesn't live entirely inside your head.
AI Coding Tools Promise Speed.
They Deliver Chaos.
You've tried AI coding assistants. They're fastβincredibly fast. You can generate entire functions in seconds, scaffold features in minutes, and shipβ¦ well, that's where things get messy.
Because fast code isn't the same as production-ready code.
- β Bugs you can't trace because you didn't write the code yourself
- β Security vulnerabilities hidden in auto-generated functions
- β Technical debt piling up faster than you can ship features
- β Production failures that take hours to debug and fix
- β No systematic approach β every feature is a new gamble
I Had No Coding Experience.
I Nearly Quit.
A few months ago I was building my startup with Cursor and Claude. No coding background. No team. Just me, the AI, and what felt like magic.
Then it started breaking.
One fix would create two new problems. I'd ask the AI to patch something and it would quietly unravel something else. I was copying error messages into ChatGPT at midnight, getting different answers every time, implementing all of them, making it worse.
The AI wasn't the problem. I was giving it chaos and expecting order.
Every session started from scratch. No structure. No sequence. No record of why we'd made the decisions we had. The AI had no memory of what we'd built β and honestly, neither did I anymore.
I built the AI Software Factory because I needed it to exist.
It's a governed sequence of prompts β Spec β Audit β Normalization β Plan β held together by a board that preserves context between sessions. Slower, deliberately. But the results are completely different.
Bugs became traceable. Features shipped cleanly. I stopped being the only thread holding everything together.
If you're stuck in bug loops right now, this was built for you.
Introducing
AI Software Factory
The framework that makes AI development predictable, reliable, and fast.
AI Software Factory isn't another code generator. It's a complete system for building AI features the right way.
Transform AI development from unpredictable experimentation into a reliable system.
Speed Without Sacrifice
Speed Without Sacrifice
Ship AI features in hours instead of weeks β without the technical debt and hidden bugs that come with rushed AI-generated code.
Production-Ready from Day One
Every feature built with the framework includes quality controls, error handling, and visibility baked in. No more "it works on my machine" surprises.
A System You Can Scale
Stop rebuilding infrastructure for every new AI feature. Use the same proven patterns across your entire product.
Confidence to Ship
Deploy AI features knowing they're reliable, maintainable, and won't blow up in production at 3 AM.
Everything You Need to Build
AI Features the Right Way
The Framework
The AI Software Factory GitHub Repository
- Complete, production-ready codebase
- Proven architecture patterns for AI integration
- Built-in quality controls and error handling
- Real-world examples and use cases
- Comprehensive documentation
Live Workshop
Exclusive Implementation Workshop
- Live session on implementing the framework
- Adapt patterns to your specific needs
- Ship your first AI feature fast
- Q&A with direct access to the creator
Ongoing Updates
The framework grows as AI tools evolve
- Continuous improvements
- New patterns as they're battle-tested
- Community of builders
- Early access to what's next
This Is For You Ifβ¦
- βYou're tired of AI tools that generate fast but unreliable code
- βYou want to ship AI features without accumulating technical debt
- βYou need a systematic approach instead of constant experimentation
- βYou're building AI features that need to work in production, not just demos
- βYou want to understand and control what your AI is actually doing
Ready to Stop Firefighting
and Start Shipping?
Join the waitlist and I'll send you the framework when it's ready.
And if you've got a half-built app that's breaking right now β reply to my first email. I'm working directly with a small group of founders over the next few weeks to implement the system on real codebases. Free. No catch. I need the case studies.
Click the button below
Check your inbox β I'll introduce myself
If you want direct help now, reply and tell me where you're stuck
Ship something that actually works
Free Β· Limited spots Β· No spam, ever
