Writing

Essays, observations, and working notes on product, AI, and data.

Sabbaticalism

A year-long sabbatical, AI exploration, and why context engineering is the evolution of product management.

The journey from product management to building the Semantic Operations Framework.

Using 'Ox Framing' to explore why AI hasn't transformed business yet—and what actually matters for practitioners.