Complete Course: Claude for PMs (Cowork + Code + Dispatch)

Pawel Huryn tracked 74 Anthropic releases in 52 days and built a PM skills marketplace with 10,000 GitHub stars. In this episode, he walks through his complete AI PM operating system live. Cowork, Claude Code, Dispatch, self-improving knowledge bases, MCP connectors, and remote work across all devices. Full Writeup: https://www.news.aakashg.com/p/ai-pms-guide-to-claude Transcript: https://www.aakashg.com/ai-pms-guide-to-claude/ --- Timestamps: 0:00 - Intro 0:54 - Cowork Power User Demo 3:08 - Anthropic's Shipping Velocity 6:07 - Why Stop Using Chat 7:48 - Ads 09:56 - Cowork vs Code vs Dispatch 18:44 - Skills and MCP Connectors 25:03 - PM Skills Marketplace 29:06 - Strategy Canvas Demo 35:14 - Skill Iteration Cycle 40:46 - Why PMs Need Code 44:43 - Building a Second Brain 56:00 - Self-Improving Knowledge 1:10:00 - Dispatch and Remote Work 1:21:07 - PM Mistakes and Future --- 🏆 Thanks to our sponsors: 1. Arize - AI observability and evals: https://arize.com/?utm_source=aakashgupta&utm_medium=newsletter&utm_campaign=arize_sponsor_ai --- Key Takeaways: 1. Stop using Claude Chat as your default. Cowork accesses real files, connects to Gmail and Slack via MCP, and runs parallel sub-agents. Chat does none of this. 2. Skills are the highest ROI investment. Install marketplace baselines, iterate 5-6 times with specific feedback, and Claude rewrites from first principles until 99% accuracy. 3. Progressive disclosure keeps context clean. Agent reads skill names and descriptions first. Loads full instructions only when the task matches. Hundreds of skills, minimal overhead. 4. Your CLAUDE.md should route, not store. Project structure and pointers only. Domain knowledge lives in separate files the agent loads on demand. 5. Build self-improving knowledge with three types. Rules are confirmed and applied by default. Hypotheses are tracked with evidence. Rejected patterns are kept to avoid retesting. 6. The three-line self-improving prompt works for any domain. Review rules before starting. Apply confirmed rules. Update after feedback. Testing, marketing, strategy, whatever. 7. Claude Code adds explorer view, hooks, subagents, and local MCP scoping. PMs need it once their system grows past 50 files. 8. Every Product Compass infographic was built in Claude Code. HTML generation, component library, iteration through conversation, PNG export. Zero code written by the human. 9. Use Agent Browser from Vercel instead of Chrome MCP. Chrome MCP screenshots every 0.5s and burns $100/hr. Agent Browser uses headless mode and is token-efficient. 10. Dispatch lets you run multiple tasks from your phone. Start an infographic, check emails, analyze competitors. Each runs as a separate thread. Your system works while you live. --- 👨‍💻 Where to find Pawel Huryn: LinkedIn: https://www.linkedin.com/in/pavelhuryn/ X: https://twitter.com/pavolhuryn Product Compass: https://www.productcompass.pm PM Skills: https://github.com/phuryn/pmskills Quadathon (May 9th): 60 spots to build with Claude Code + n8n 👨‍💻 Where to find Aakash: X: https://x.com/aakashgupta LinkedIn: https://www.linkedin.com/in/aakashgupta/ Newsletter: https://www.news.aakashg.com #claudecode #aipm --- 🧠 About Product Growth: The world's largest podcast focused solely on product + growth, with over 200K+ listeners. 🔔 Subscribe and turn on notifications to get more videos like this.

Aakash GuptahostPawel Hurynguest

May 13, 20261h 32mWatch on YouTube ↗

EPISODE INFO

Released: May 13, 2026
Duration: 1h 32m
Channel: Aakash Gupta
Watch on YouTube: ▶ Open ↗

EPISODE DESCRIPTION

Pawel Huryn tracked 74 Anthropic releases in 52 days and built a PM skills marketplace with 10,000 GitHub stars. In this episode, he walks through his complete AI PM operating system live. Cowork, Claude Code, Dispatch, self-improving knowledge bases, MCP connectors, and remote work across all devices. Full Writeup: https://www.news.aakashg.com/p/ai-pms-guide-to-claude Transcript: https://www.aakashg.com/ai-pms-guide-to-claude/ --- Timestamps: 0:00 - Intro 0:54 - Cowork Power User Demo 3:08 - Anthropic's Shipping Velocity 6:07 - Why Stop Using Chat 7:48 - Ads 09:56 - Cowork vs Code vs Dispatch 18:44 - Skills and MCP Connectors 25:03 - PM Skills Marketplace 29:06 - Strategy Canvas Demo 35:14 - Skill Iteration Cycle 40:46 - Why PMs Need Code 44:43 - Building a Second Brain 56:00 - Self-Improving Knowledge 1:10:00 - Dispatch and Remote Work 1:21:07 - PM Mistakes and Future --- 🏆 Thanks to our sponsors:
1. Arize - AI observability and evals: https://arize.com/?utm_source=aakashgupta&utm_medium=newsletter&utm_campaign=arize_sponsor_ai --- Key Takeaways:
1. Stop using Claude Chat as your default. Cowork accesses real files, connects to Gmail and Slack via MCP, and runs parallel sub-agents. Chat does none of this.
1. Skills are the highest ROI investment. Install marketplace baselines, iterate 5-6 times with specific feedback, and Claude rewrites from first principles until 99% accuracy.
1. Progressive disclosure keeps context clean. Agent reads skill names and descriptions first. Loads full instructions only when the task matches. Hundreds of skills, minimal overhead.
1. Your CLAUDE.md should route, not store. Project structure and pointers only. Domain knowledge lives in separate files the agent loads on demand.
1. Build self-improving knowledge with three types. Rules are confirmed and applied by default. Hypotheses are tracked with evidence. Rejected patterns are kept to avoid retesting.
1. The three-line self-improving prompt works for any domain. Review rules before starting. Apply confirmed rules. Update after feedback. Testing, marketing, strategy, whatever.
1. Claude Code adds explorer view, hooks, subagents, and local MCP scoping. PMs need it once their system grows past 50 files.
1. Every Product Compass infographic was built in Claude Code. HTML generation, component library, iteration through conversation, PNG export. Zero code written by the human.
1. Use Agent Browser from Vercel instead of Chrome MCP. Chrome MCP screenshots every 0.5s and burns $100/hr. Agent Browser uses headless mode and is token-efficient.
1. Dispatch lets you run multiple tasks from your phone. Start an infographic, check emails, analyze competitors. Each runs as a separate thread. Your system works while you live. --- 👨‍💻 Where to find Pawel Huryn: LinkedIn: https://www.linkedin.com/in/pavelhuryn/ X: https://twitter.com/pavolhuryn Product Compass: https://www.productcompass.pm PM Skills: https://github.com/phuryn/pmskills Quadathon (May 9th): 60 spots to build with Claude Code + n8n 👨‍💻 Where to find Aakash: X: https://x.com/aakashgupta LinkedIn: https://www.linkedin.com/in/aakashgupta/ Newsletter: https://www.news.aakashg.com #claudecode #aipm --- 🧠 About Product Growth: The world's largest podcast focused solely on product + growth, with over 200K+ listeners. 🔔 Subscribe and turn on notifications to get more videos like this.

SPEAKERS

Aakash Gupta
host
Product management educator and creator (host of the Aakash Gupta channel) focused on AI/product workflows and PM career systems.
Pawel Huryn
guest
AI-focused product management creator known for extensive Claude/Cowork workflows and a large PM/AI audience via newsletter and LinkedIn.

EPISODE SUMMARY

In this episode of Aakash Gupta, featuring Aakash Gupta and Pawel Huryn, Complete Course: Claude for PMs (Cowork + Code + Dispatch) explores how PMs use Claude Cowork, Code, Dispatch for 10x workflows The speakers argue traditional web chat is now a poor default because it cannot persist work across devices, smoothly switch modalities (files → code → artifacts), or maintain long-running, resumable workflows.

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