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I'd actually feel pretty safe with a LLM project

Same. I had a couple LLM's rewrite, harden an anonymous image board. It's not popular but exposed to the internet and the Tor network. Not worried at all.

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This is a false choice. You can pick neither and for all you know you're picking both.
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Unless the model changes and messes half the code base on next iteration. Or Anthropic decides to A/B test your agent.

Or when shit goes sideways and someone actually needs to take a human look at the BF s. I’d rather have the guy who manually with human eyes read the specs.

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