Blog

Writing about what it takes to move AI from impressive demos to accountable, production-grade systems.

AI-native teams: scaling through systems, not headcount

Agentic Operating Model Part 5: how AI-native teams scale by encoding expertise into agents, with product vision, evals, telemetry, and platform design.

AI-native company: the real challenge is not adopting AI, it's redesigning the company around it

AI adoption is the wrong frame. The real challenge is redesigning the company around AI — ownership, roles, data, agents, and decision rights.

The AI PM's Job — Own Impact, Not Models

The PM's priority is not to design prompts. It's to own what the agent is supposed to do, how success is measured, and how autonomy expands safely.

Agentic Operating Model — What to Migrate First

Not all workflows are equal candidates for agent ownership. Select by observability, repeatability, and reversibility.

The New Org Chart: Why Your Next Hire Should Be an Agent

An agent is not 'AI in a feature.' It is execution capacity. The right starting point is the org chart, not the model.