Don't Be a 'Meat Proxy': Mindlessly Relaying AI Output Ruins Code Review

emax · x · 2026-08-03

The author discusses an anti-pattern in the AI era: the 'meat proxy'. This refers to people blindly copy-pasting verbose AI-generated responses (like from Claude) into Slack threads or code reviews without digesting them.

This adds no value and instead creates reading overhead filled with plausible nonsense. The author argues that a proper workflow requires humans to read, validate, and rewrite AI's output in their own words. If you just feed requirements into an AI coding agent and relay reviewer feedback back to it, the reviewers and the AI are doing the actual implementation work—you are merely acting as a pointless relay.

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