Writing

Thoughts on product management, building in public, and lessons from shipping.

The Loop Got Faster, Not Different

What eleven days from raw idea to shipped actually looked like — and how the doc, the design and the code each turned out to be wrong in a different direction.

product managementAIdesignengineering

Don't Bet the Guarantee on the Model

Trustworthy AI products don't come from a smarter model, but from minimising how much of the guarantee depends on it.

AIproduct managemententerpriseAI architecture

Nothing Fundamentally Changes in Product Management — Even With AI

Why product management isn’t fundamentally changing with AI — and why understanding value creation remains the core of the role.

product managementAIcareerbusiness

The Cost of Assuming Context in Platform Design

Why powerful platforms must guide, not just enable — and how assuming context introduces a subtle risk in the product experience.

platform designproduct managementUXenterprise