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Dogfooding Is the New Code Review
AI agents can ship code faster than humans can review it. Correct code still needs human time to become good software.
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An Update on Codex's Gremlins
OpenAI explained why Codex kept talking about goblins. Of course it was reward hacking.
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There are Gremlins lurking in Codex GPT-5.5
Codex GPT-5.5 apparently needed an explicit, repeated reminder not to talk about certain creatures unless they are actually relevant.
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LLMs Are Cowboy Coding
Anthropic's harness engineering article highlights what's missing from most AI coding: scrutiny and evaluation.