The AI judge that called a half-finished audit 'exhaustive'
Article summary
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If you're building anything with an LLM judge in the loop, this is the failure mode that will get you, and you won't see it happen. I didn't, until I went looking for the opposite. The story, in the order it happened. The thing I was building I wanted to measure something specific: can an AI coding agent navigate a real codebase, not just read one file, but answer "what depends on this model, everywhere, before I change it." That's the question a maintainer answers in their head before a risky…
1Key Takeaways
- If you're building anything with an LLM judge in the loop, this is the failure mode that will get you, and you won't see it happen.
- I didn't, until I went looking for the opposite.
- The story, in the order it happened.
- The thing I was building I wanted to measure something specific: can an AI coding agent navigate a real codebase, not just read one file, but answer "what depends on this model, everywhere, before I change it." That's the question a maintainer answers in their head before a risky….
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that if you're building anything with an LLM judge in the loop, this is the failure mode that will get you, and you won't see it happen.
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