The Growth Podcast

PM's Guide to Claude - When to use Chat vs Cowork vs Code, with Pawel Huryn

The Growth Podcast·May 15, 2026

OVERVIEW

This episode provides a comprehensive guide for product managers on effectively utilizing Claude's suite of AI tools, including Chat, Cowork, Code, and Dispatch. Pawel Huryn breaks down how AI is transforming product management, emphasizing the need for PMs to broaden their technical skills, build self-improving AI systems, and leverage Claude's advanced features for enhanced productivity and remote work.

KEY TOPICS

  • Limitations of Claude's Chat interface for complex tasks
  • Capabilities of Claude's Cowork for file management and multi-agent workflows
  • Importance of Claude's Code for product managers working with codebases
  • The role of AI in redesigning product management processes
  • How to create self-improving AI systems and agent skills
  • Utilizing Claude's remote work features: Dispatch, Web Sessions, and Channels
  • Navigating the Claude ecosystem for product discovery and strategy
  • Overhyped versus underhyped aspects of the AI/Claude ecosystem
  • Future of product management in an AI-driven world
  • Best practices for building production-grade AI automation

MAIN TAKEAWAYS

  • Claude Chat is insufficient for most complex product management tasks due to restrictions in context, continuity, and integration with other tools.
  • Cowork is a powerful tool for organizing work into projects and folders, manipulating real files on your desktop, and orchestrating multi-step workflows with sub-agents that can run in parallel, automate complex tasks like invoice processing or email management, and generate dynamic outputs.
  • Claude Code is essential for product managers working closely with engineers, as it provides an IDE-like environment to interact with codebases, execute scripts, and integrate with system commands, facilitating coding and debugging tasks. PMs must become comfortable with technical tools.
  • AI is not just replacing steps in existing processes but redesigning entire workflows, making it crucial for product managers to understand technology and cross-functional skills (engineering, design, marketing).
  • Building self-improving systems is key; create agent skills (procedures or domain knowledge in markdown format), give explicit feedback on AI outputs, and let the system iterate and learn to refine its performance, rather than hoping for perfect prompts.
  • Claude's "Skills Marketplace" allows PMs to leverage predefined or community-contributed skills for various tasks like product discovery, strategy, and market research, significantly boosting productivity.
  • Remote work features like Dispatch (for delegating background tasks to AI agents from any device), Web Sessions (for controlling remote browsing), and Channels (for integrating with external apps like Gmail or Slack) enable seamless, distributed AI-powered workflows.
  • The biggest mistake PMs make is failing to organize their knowledge effectively for AI agents to learn from and not actively improving their AI skills through iterative feedback loops.
  • The future of product management involves "super individual contributors" who orchestrate multiple AI agents, focusing on high-level strategic thinking, customer understanding, and driving revenue, while delegating trivial tasks.
  • Everything in the current Claude ecosystem (especially agentic capabilities and self-improvement) is underhyped; PMs should invest heavily in learning and applying these tools.
  • For building production-grade automation, using code and defining explicit rules in the Anthropic API is more secure, controllable, and scalable than relying on text-based instructions that agents might interpret vaguely.

NOTABLE QUOTES

"There's no good reason to talk to Claude just over a normal web chat anymore."
"You basically get a McKinsey level output in a minute or two."
"There is no excuse to walk into a meeting with a bad presentation anymore."
"The future is super PM or super individual contributor with maybe a PM focus, maybe engineering focus, but having skills from multiple areas not just one."
"Everything is underhyped right now, guys, in the Claude ecosystem, go learn what we've showed you right now."

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