Mike Krieger on Building Agent-Native and Malleable Software
Mike Krieger explains why AI sidebars fail, how Anthropic lets Claude build internal UIs, and how to build shared plumbing for agents.
Why Claude can’t be your PM (yet) | Anthropic CPO Panel
Anthropic product leaders Ami Vora and Mike Krieger join Dan Shipper at the Lenny and Friends Summit to discuss the evolving role of product management in the AI era. They explain why human PMs remain indispensable as organizational convenors and decision-makers, how software is shifting toward malleable agent-native architectures, and how Anthropic runs parallel product bets while parking frontier ideas in eval harnesses.
Key takeaways
- Software has moved past the era of bolted-on AI sidebars and mini-windows that answer isolated support questions. Read more →
- Mike Krieger saw a strict power law at Instagram, where 80% of user activity remained on the main feed and all Explore tab improvements only shifted engagement from 10% to 15%. Read more →
- Anthropic runs multiple parallel product tracks instead of forcing teams to pick a single theoretical product roadmap upfront. Read more →
- Mike Krieger built Anthropic's first computer-use prototype in 2024, but the models were too weak to support reliable automation or user education. Read more →
- Mike Krieger tested running projects without a PM at Anthropic, assuming Claude could handle technical coordination, but discovered critical handoffs immediately started dropping. Read more →
5 articles from this episode
Mike Krieger on Why AI Products Suffer from Tab Bloat
Mike Krieger and Ami Vora explain why AI products fail when they hide features in sidebars instead of fixing the main interface.
Why Anthropic Runs Five Overlapping Product Bets at Once
Anthropic leaders Mike Krieger and Ami Vora share how parallel bet leads and shared foundations prevent AI product fragmentation.
Why Anthropic Parks Failed AI Prototypes in Evals
Mike Krieger explains how Anthropic avoids capability blindness by parking failed prototypes into eval suites until newer models pass them.
Why AI Makes Product Managers More Necessary, Not Less
Anthropic leaders Mike Krieger and Ami Vora explain why faster AI tools demand human convenors to hold projects together.
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