AI product management
Use AI to move faster without skipping problem framing, customer evidence, or evaluation.
Practical guides for founders, first PMs, product engineers, and product builders: discover customer problems, decide what to build, and ship with AI.
Field guides for small teams building software, AI products, and better product habits.
Use AI to move faster without skipping problem framing, customer evidence, or evaluation.
Go from a real customer problem to an AI feature you can evaluate, release carefully, and improve.
Practical workflows for people close to the code: learn from users, choose a small bet, and give coding agents useful context.
Turn customer signals into a focused plan, and test whether people value what your team is building.

A practical interview script for founders, product engineers, and PMs testing an AI product problem. Ask about recent behavior, workarounds, trust, and the evidence that would change your next build decision.

Practical guides, product frameworks, and Specky updates — sent when it’s worth your time.
When AI makes prototypes cheap, discovery becomes the work that keeps small teams building the right thing. Use this two-week loop to test a real user problem before expanding a build.