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How AI product teams ship fast (Anthropic's Cat Wu)

Cat Wu, Head of Product for Claude Code, on how Anthropic's team ships at an unusual pace. Quotes are verbatim; sign in to read the full transcript.

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Six-month timelines collapsed to one day

The timelines for a lot of our product features have gone down from six months to one month and sometimes to even one day.

How Anthropic's product team moves faster than anyone else · Lenny's Podcast

Taste matters more as code gets cheap

As code becomes much cheaper to write, the thing that becomes more valuable is deciding what to write.

How Anthropic's product team moves faster than anyone else · Lenny's Podcast

Build for the current model, not the imagined one

It's very easy to build the product for the super AGI strong model. The hard thing is figuring out for the current model, how do you elicit the maximum capability.

How Anthropic's product team moves faster than anyone else · Lenny's Podcast

Remove every barrier to shipping

We want to remove every single barrier to shipping things.

How Anthropic's product team moves faster than anyone else · Lenny's Podcast

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FAQ

How does Anthropic ship product so fast?

By removing barriers to shipping and building for what the current model can do — compressing feature timelines from six months toward one month or even one day.

How is the PM role changing with AI?

As code becomes cheap to write, deciding what to build — product taste — becomes the more valuable skill.

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