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You don't need a human to review every AI-generated PR — AI-reviewed code ships faster and is less likely to need fixing.

Intercom shows AI-approved PRs move five times faster than human-reviewed ones with a lower revert rate, so letting AI review AI code may be the smarter operating model. ✦ AI generated

Claire · Lenny's Newsletter · 2026-08-10 · original ↗

You don't need a human to review every AI-generated PR. That may sound reckless, but it's increasingly looking like the smarter operating model. Intercom has already shown this can work at scale: PRs approved by its AI system move five times as fast as human-reviewed ones and have a lower revert rate. In other words, the AI-reviewed code isn't just shipping faster—it's less likely to need fixing after it reaches production.

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