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The Changelog · November 4, 2026 · 2h 27m

We now have Kerr’s Law (Interview)

Dave Kerr, creator of Hacker Laws, returns to The Changelog after six years to discuss what he sees as the core limitation on modern development teams: the struggle to keep everyone's mental model synchronized with the system they're building. Adam Stacoviak coins this 'Kerr's Law' during the conversation. Dave explains how his team treats code review as a deliberate slowdown for synchronization, how their tool Shellwright lets AI agents bring evidence to pull requests, and what living with bipolar disorder has taught him about recognizing when the excitement of agentic tools crosses into unhealthy territory.

This summary was generated from show notes and public descriptions, not from a full transcript review. Details may contain inaccuracies.

Preview

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Kerr's Law
Dave Kerr observes that a team's ability to scale is limited by its capacity to keep a shared mental model in sync with the system it builds, which Adam Stacoviak immediately names 'Kerr's Law.'
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Code review as deliberate slowdown for mental model sync
Dave's team treats code review not as a gatekeeping step but as a deliberate slowdown designed to synchronize every team member's understanding of what was built and why.

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