this post was submitted on 14 Mar 2026
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So when do I stop asking the LLM to take another look? If it finds a new issue on the second or third or fourth check am I supposed to just sit here and keep asking it to "pretty please take another look and don't miss anything this time"?
I'm not saying it's a useless tool, it's just not a replacement for a human code review at all.
Stop when you feel like it, just like any other verification method. You don't really prove that there are no problems with software development, it's more of a "try to think of any problem you can and do your best to make sure it doesn't have any of those problems" plus "just run it a lot and fix any problems that come up".
An LLM is just another approach to finding potential problems. And it will eventually say everything looks good, though not because everything is good but because that happens in its training data and eventually that will become the best correlated tokens (assuming it doesn't get stuck flipping between two or more sides of a debated issue).