TODAY'S SIGNAL
The useful update was the weekly Deep Listening selection: Claire Vo's How I AI workflow for risk-tiered code review.
The practical lesson travels beyond software. As AI produces more work, review can become a bottleneck or a rubber stamp. A better starting point is to define what can be cleared automatically, what always needs a person, and what evidence must survive either decision.
WHAT TO WATCH
Independent evidence about where risk-tiered AI review improves quality—and where people still catch what the automated gate misses.
Pilot boundary: Public prototype review copy only. It is not professional advice or an approved service offering.
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