Stop Spending Hours Checking AI Hallucinations

I have led dozens of product managers. I hired them, reviewed them, promoted them, and saw where they got stuck. I worked in startup, scaleup and corporate environments, both B2B and B2C.

Almost every PM is strong in four or five areas and quietly weak in the rest, and the weak ones are rarely the ones you would guess. So I built a scored PM competency matrix that names your real gaps, and my sessions close them one by one.

Problem definition, discovery, scoping, shipping, metrics, experimentation, strategy, stakeholders, writing, and of course AI. The whole job, not the fashionable parts.

And I never stopped building. docs2mcp.com is live, Bouncer is on Google Play, both mine and both built alone. The technical half of the course is delivered first-hand.