3 Observations from our The AI-Powered PM Workshop


Linked Better Practices over Stacked Best Practices

PUBLISHED

Oct 23, 2026

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​HERBIG.CO​

​Dear Reader,​

Last week, Julia and I taught our new The AI-Powered PM: From Hype to Agentic Application workshop, and I wanted to share my top three takeaways across our material and participants' takeaways:

#1 Effortless Agentic Building Enables True Product Creativity

Once everyone locked in on the fundamental agent components of user prompt, system prompt, context, and output, everyone was SO eager to get to work.

It was inspiring how ambitious people were, and how much they loved speeding up the creation process by leveraging dictation after the structured thinking task we had them go through.

Leave alone the wall with 30+ items of which agents they want to put into practice next.

#2 AI lets you and forces you to re-imagine your Product Strategy

With the fundamental questions strategy must answer staying the same, a few things must be reimagined in this much wider solution space. Among the parts we worked through, the impact on UI for humans vs. agents as well as the possibilities (and consequences) of true Outcome-aligned pricing got people (and me) thinking the most.

Across industries and businesses, I love the openings for strategic thinking.

#3 Evals TRULY are the new Discovery Habit

Which metrics determine your agent's success? Hopefully something more nuanced than revenue or thumbs up/down. It was fun to see how inspiring simple but powerful tactics like ground truths or golden rules were for people who wanted to put AI products into their customers' hands. With tools like Langfuse or Lovelaice becoming more and more powerful allies for product teams.

​If you're interested in the next public dates of the workshop or want to upskill your entire team, check out the full workshop description.​

Thank you for Practicing Product,

​Tim​

Ways we can work together

1️⃣ Order my book: Real Progress: How to Connect the Dots of Product Strategy, OKRs, and Discovery, which readers call "a practical guide you can return to again and again."

2️⃣ Learn about my in-house training and coaching options for product teams, with a focus on creating strategic clarity, setting pragmatic goals, and implementing real-life discovery practices to reduce risk

​

Who is Tim Herbig?

As a Product Management Coach, I guide Product Teams to measure the real progress of their evidence-informed decisions.

I focus on better practices to connect the dots of Product Strategy, Product OKRs, and Product Discovery.

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1 tip & 3 resources per week to improve your Strategy, OKRs, and Discovery practices in less than 5 minutes. Explore my new book on realprogressbook.com

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