The age of humans reviewing code directly is largely over, argues @0xdoug

StefanoGogioso · x · 2026-10-25

A widely circulated take: humans should still review software, but the right way is to converse with the LLM about the code rather than read it line by line. The argument: our brains are bad at math/code reasoning; natural language is the mind's native protocol, and modern LLMs make far fewer mistakes translating code to/from language than humans make lowering semantic reasoning into code. The quoted tweet adds field evidence: Opus 5.5 writes better code than humans given right direction and context—PR reviews are now about high-level architecture and direction.

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