AI PM / INTERVIEWS
GitHub study resources
GitHub Resources for AI PMs: Turn Repositories into Interview Evidence
Seven repositories. A product decision to practise with each one.
Read for freeLibrary / Playbooks
PLAYBOOKS · FREE TO READ
Get clear on your next move.
Understand the AI PM role, work through a product sense answer, and prepare for the conversations ahead. Each playbook tackles one part of the job.
10 resources to explore
AI PM / INTERVIEWS
Role & responsibilities
What is an AI Product Manager?
The job, its variants, and the decisions only this PM makes.
Read for freeAI PM / INTERVIEWS
The shift to AI
AI PM vs Product Manager vs ML PM: what actually changes
Same craft, different definition of done.
Read for freeAI PM / INTERVIEWS
Your next move
How to Become an AI Product Manager: a practical roadmap
What to learn, in what order, and how to prove it.
Read for freeAI PM / INTERVIEWS
Skills that matter
AI Product Manager Skills: what interviews actually test
Eight skills, and the line between a weak and a strong answer.
Read for freeAI PM / INTERVIEWS
Inside the loop
The AI PM Interview Process, round by round
Each conversation, what it tests, and how to prepare.
Read for freeAI PM / INTERVIEWS
Where to apply
Companies hiring AI product managers, and how each type interviews
Four kinds of employer, four different loops.
Read for freeAI PM / INTERVIEWS
Evals & quality
AI Evals for Product Managers: a working guide
Define good, measure it, decide when it is enough.
Read for freeAI PM / INTERVIEWS
Product sense
AI Product Sense: a worked interview answer
One prompt, answered step by step, with the scoring logic.
Read for freeAI PM / INTERVIEWS
Interview mistakes
Why Strong PMs Fail AI PM Interviews
Eight patterns, and the answer that replaces each one.
Read for free