October 26, 2026
Treat agent uncertainty as a review hint
A coding agent’s uncertainty can help direct review, but tests, diffs, and human judgment—not confidence—must determine whether its work is sound.
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October 26, 2026
A coding agent’s uncertainty can help direct review, but tests, diffs, and human judgment—not confidence—must determine whether its work is sound.
Read article
October 19, 2026
AI review can surface defects faster than a team can resolve them; I argue for managing findings as work with explicit triage and release capacity.
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