Cat Wu's 100% Rule: Stop Wasting Time on 95% AI Automation
Anthropic's Cat Wu says 95% AI automation is useless. Founders, learn her 100% Automation Rule to truly free up time for high-impact work.
How Anthropic’s product team moves faster than anyone else | Cat Wu (Head of Product, Claude Code)
With Lenny Rachitsky, Cat Wu · Sunday, April 19, 2026
Cat Wu, Head of Product for Claude Code at Anthropic, discusses the incredibly fast pace of product development in AI, the evolving role of Product Managers, and how Anthropic leverages its mission and models to ship features daily. She shares insights into emerging PM skills, practical uses for Anthropic's tools, and advice on effectively automating tasks with AI.
Key takeaways
- AI dramatically increases individual output, but many founders fall short by not seeing automation through to completion. Read more →
- Anthropic's Head of Product for Claude Code, Cat Wu, says "product taste" is now the most valuable skill for PMs building AI, as the cost of writing code drops to near zero. Read more →
- Anthropic's Claude Code team regularly reduces product feature timelines from months to mere days, embodying an unprecedented shipping velocity in AI. Read more →
4 articles from this episode
Cat Wu: AI Makes Product Taste the Most Valuable PM Skill
Anthropic's Cat Wu explains why product taste, not coding, is the essential skill for PMs building AI products, and how to define direction in a fast-moving field.
Anthropic PM: Ship AI Features in Days, Not Months
Cat Wu from Anthropic reveals how PMs slash AI product timelines from months to days, stressing extreme velocity and a 3-step framework for rapid shipping.
Anthropic's Cat Wu: Auto-Generate a 20-Page Deck in One Hour
Stop drafting slide decks from scratch. Anthropic's Cat Wu shows how to use Co-work to synthesize data and generate detailed presentations in an hour.
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