Writing on AI, agents,
and building systems

The gap between a working demo and a production system is wider than most teams expect.

Persistent memory isn't a feature — it's the foundation of useful autonomous systems.

AI isn't a product you buy. It's an operation you run. Here's why that distinction changes everything.

What we learned running coordinated agent systems across multiple platforms at scale.