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They’re pretty great for printf debugging. Yesterday I was confounded by a bug so I rapidly added a ton of logging that the LLM wrote instantly, then I had the LLM analyze the state difference between the repro and non repro logs. It found something instantly that it would have taken me a few hours to find, which led me to a fix.



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