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Dev · simonwillison.net · Monday, 24 August 2026

Coding agents demand a new skill: verifying output, not just reviewing it

The skill that separates productive agent users is the confidence to direct a change and then confidently confirm it landed correctly. Willison argues that eyeballing every generated line has never been the best check on a software change. Real verification means knowing what else you can inspect — tests, behavior, diffs — when line-by-line review isn't the practical move. It reframes code review as a verification mindset, not an exhaustive read.

Read the source: simonwillison.net ↗In the 24 August issue →