I help developers ship production-ready AI-native software—without the vibe-coding chaos.
I’m Cengiz Han, and I’ve spent 20+ years building distributed systems at scale. Now I’m focused on what’s actually reshaping software development: AI-native engineering—the production-ready kind, not the demo hype.
Currently leading AI-Native Engineering practices at a leading global consultancy company and building fabriqa.ai (my personal ai-native product management SaaS, coming soon), where I turn frameworks like my Pizza Principle for spec-driven development into real products.
What You’ll Learn Here
Real-world frameworks for shipping AI-generated code to production:
Spec-driven development as the antidote to vibe-coding
Context engineering beyond prompt tricks
Production patterns for AI-native workflows
Team transformation strategies (I’m leading AI-Native Engineering transformation initiatives at a global leading consultancy, creating training for 1000+ engineers)
Distributed systems, microservices, event-driven architecture
Not theory. Not hype. Just what actually works when you’re shipping to production.
Who This Is For
You’re a developer or engineering leader who:
Knows AI changes the game but isn’t sure how to play it yet
Wants to use AI tools without creating technical debt bombs
Cares about craft, quality, and maintainable systems
If you want “5 amazing prompts to 10x your productivity,” this isn’t that. If you want to understand how AI-native development really works—where it helps, where it hurts—you’re in the right place.
Current Projects
fabriqa.ai - My AI-native product management SaaS (launching soon). Turning frameworks like the Pizza Principle into production software.
Global AI Transformation - Leading AI-Native Engineering practices and curriculum development for 1000+ engineers at a leading consultancy.
Connect
Find me on:
GitHub: github.com/hancengiz
Twitter/X: @hancengiz
LinkedIn: linkedin.com/in/cengizhan
Chat on Substack: https://www.cengizhan.com/chat
“Ready to level up? Subscribe above for weekly insights. Or drop a comment on any post—I read and respond to every one.”
