Today's Bite 🧠

Bite 039 Β· Tue 22 Sep 2026
39Total bites
2This week πŸŽ‰
βœ… AI

Count the human touches, not the AI output

Warp’s team pushes roughly 2,000 pull requests a month through an AI pipeline, and the number Zach Lloyd watches isn’t the output β€” it’s how often a human has to intervene per request. Falling interventions mean the system is genuinely learning; flat interventions mean the work moved rather than shrank. Track the touches, and every improvement has somewhere specific to land.

πŸ’‘ Why it matters

Once AI is inside a workflow the volume number always goes up, which hides whether the workflow is getting better or just producing more for you to fix.

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