Cat Wu: Real AI value requires building everyday apps, not prototypes
Cat Wu · How Anthropic’s product team moves faster than anyone else | Cat Wu (Head of Product, Claude Code) · Apr 23, 2026 · at 1:12:17
Cat Wu, Head of Product for Claude Code at Anthropic, discusses how knowledge workers should approach building AI workflows and applications.
0:00 / 0:20exact quote · 20.3s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“I would really push people towards building apps that you're actually using every single day. Cause I think only through that usage, are you actually getting the value? Like if you build a prototype app that. Isn't helping you get more done, then the AI isn't really adding value to your day.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Cat Wu
Wu: Internal AI models do not explain Anthropic's high shipping velocity
“We've been moving pretty fast for Several quarters now, so I think it, it's not fully Mythos. Mythos is an incredibly powerful model. We do use the models internally, and I think this has increased our rate of shipping a little bit, but I don't think it explai…”
Wu: As AI makes code cheap, product taste becomes the ultimate skill
“I still think it comes back to product taste. Like as code becomes much cheaper to write, the thing that becomes more valuable is deciding what to write.”
Wu: Anthropic is prioritizing first-party Claude products over third-party offerings
“I think one of the most important things for Anthropic is to grow the number of users that we're able to reach. One of the ways that we're able to do this is with the cloud subscriptions with our first party products. And so we just very much want to double do…”
Anthropic PM lead: Teams only need 10 great evals, not hundreds
“You don't need to build hundreds of evals for them to be useful. Just building 10 great evals is important for helping the team quantify what the goal is and what their progress towards it is and what they're missing.”
Anthropic ships almost all Claude Code features as Research Previews
“So for Cloud Code, what we do is we actually ship almost all of our features in Research Preview. We clearly brand this when we ship something so that users know that this is an early product, this is just an idea, this is just something that we're trying to g…”
Wu: Claude Code leak stemmed from human error despite two human reviews
“We realized that this was the result of human error. There is a human working with Claude to write a PR. This was just an update to how we release our packages. And it actually went through two layers of human review. And so this was a result of human error an…”