PM's Guide to Claude - When to use Chat vs Cowork vs Code, with Pawel Huryn
From The Growth Podcast by Aakash Gupta
May 14, 2026 · 1h 33m
About this episode
The episode discusses how to effectively use the Claude ecosystem for product management.
Today’s episode When do you use Claude chat vs Cowork vs Code? No one has created a resource that helps you get the most out of the Claude ecosystem. Until now. I’ve brought back Pawel Huryn, the guest behind our most popular episode ever, the Complete Course on AI Product Management. Today we’re covering everything you need to know to get the most out of the Claude Ecosystem. Most PMs open Claude chat. Ask something. Get an answer. Close the tab. Tomorrow, same thing. Fresh context. Zero memory. The PM who tracked Anthropic’s 74 releases in 52 days stopped doing this entirely. He built a system where Claude organizes its own knowledge, extracts its own rules from data, promotes hypotheses when evidence confirms them, and demotes them when it does not. The system improves without him telling it what went wrong. I sat down with Pawel Huryn, creator of the Product Compass newsletter. He has defined 60+ PM skills , built a PM skills marketplace that hit 10,000 GitHub stars , and runs his entire content operation across Cowork, Claude Code, and Dispatch. In this episode, he walks through every screen live. Real files. Real agent workflows. Real self-improving knowledge bases…
People in this episode
Host: Aakash Gupta
Guest: Pawel Huryn
Topics covered
- Claude ecosystem
- AI product management
- PM skills
- knowledge management
- self-improving systems
Keywords
- Claude
- AI
- product management
- knowledge base
- workflow
Sponsors
Bolt, Amplitude, Jira Product Discovery, Product Faculty
Mentioned in this episode
Organizations: Anthropic, Product Compass
More episodes of The Growth Podcast
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- How to Use Codex Like an OpenAI PM | Abhi Muchhal, PM OpenAI (ex-Meta and Nubank) · June 3, 2026 · 1h 7m
- How PMs Ship 100K Lines of Code at OpenAI with Ryan Lopopolo, Member of Technical Staff · May 25, 2026 · 1h 15m
- How to Run Evals in Claude Code with Aparna Dhinakaran, Founder and CPO of Arize · May 22, 2026 · 1h 20m
- Claude Code for Non-Technical PMs, with Andre Albuquerque · May 18, 2026 · 1h 10m
- How to Build a Full AI Dev Team in Claude Code | Guide from Google PM Gabor Meyer · April 30, 2026 · 2h 15m
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