Articles on autonomous PM workflows, context engineering,
and Claude Code for product teams.
Two competing product teams in the same market. One runs a PM operating system. One does not. Here is what happens at Day 1, Month 1, Month 3, Month 6, and Year 1 — and why the gap between them only widens.
Every Claude Code setup guide is written for one PM. This is the guide for rolling it out to a product team — shared context, consistent skills, and onboarding that takes 30 minutes instead of 3 weeks.
Ben Horowitz wrote 'Good Product Manager, Bad Product Manager' in 2002. Here's the 2026 version — what separates great AI product managers from the rest, written in the same spirit as the original.
A PM operating system is the persistent infrastructure layer — context, skills, integrations, and intelligence — that makes every PM on your team consistently productive. Here's what it includes, how it differs from PM tools, and how to evaluate whether your team needs one.