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Eight human-in-the-loop design patterns for AI products, from approval gates to escalation triggers, with when to use each, what the PM owns, and the AllthingsPM course lessons that teach them.

The best enterprise AI podcast episodes of 2026, from Stripe's internal agent on How I AI to Databricks on a16z and Jen Abel on Lenny's Podcast, with the key takeaways from each and free structured summaries on AllthingsPM.

The Growth Podcast is Aakash Gupta's show on AI and product management. Its best recent episodes open up the real AI stacks of product teams at Together AI, JobNimbus and OLX. AllthingsPM summarizes them into PM lessons you can read in about 13 minutes each.

A free AI agent spec template for product managers: goal, scope, tools, tool contracts, risk levels, stop conditions, escalation and evals, with a worked tool contract and the AllthingsPM course lessons that teach each part.

How I AI is Claire Vo's weekly show where guests screen-share the AI workflows they use at work. Here are the copyable workflows from seven recent episodes, with free full summaries on AllthingsPM.

Thirteen AI agents podcast episodes worth a PM's time, from Lenny's Podcast on Grok Bot to How I AI, a16z and the Growth Podcast, each with its key lesson and a free structured summary on AllthingsPM.
Reading is the easy half.
The course grades the other half.