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Persistence Is a Numbers Game: 150 Startups, One Collapse, and the One That Worked

In The Founder, Ray Kroc lives by a famous line: nothing can take the place of persistence. I co-founded a startup studio that built more than 150 startups, and watched it collapse under its own weight. The research says persistence alone barely moves your odds. My experience says it is the only thing that mattered. Both are true, because persistence buys attempts, and agents just made attempts cheap.

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Claude Reviewing Claude: Anthropic's Code Review Process Has No Second Model

Anthropic published how the Claude Code team reviews code at agent scale: verification first, parallel bug hunters, verifier votes, risk tiers. It is a good process. Every reviewer in it is Claude. I checked my own logs: 51 times a second model reviewed a change Claude had already passed, and 29 times it found a serious bug.

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