Blog

Thoughts on AI adoption, building production systems, and the business of technology. Lessons from shipping AI solutions across industries.

System Design from First Principles

A comprehensive guide to system design — from networking fundamentals and distributed system building blocks to scaling patterns, security, and 9 full system design walkthroughs.

Why Most AI Projects Fail (And How to Make Yours Actually Work)

95% of corporate AI projects fail to deliver real value. They get stuck in pilot purgatory. Endless prototypes, impressive demos, and then nothing. Here's how to avoid that fate.

Need help with AI adoption?

I help companies figure out where AI fits and implement it end-to-end. Book a free consultation to discuss your specific situation.

Book Free ConsultationConnect on LinkedIn