Thoughts & Essays
On AI systems, enterprise architecture, and building products that scale.
AI Systems
Why Most AI Implementations Fail (And How to Fix It)
After 17 years in enterprise systems, I've seen the same patterns destroy AI projects over and over. Here's what actually works.
Enterprise
The Architecture of Scale: Lessons from Building for Billions
What I learned during my time at Microsoft about building systems that don't break when reality hits.
Product
The Psychology of Persuasion in Product Design
How understanding human behavior transformed my approach to building products that people actually use.