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I've been using LLMs a lot lately to generate code, and code quality is a mixed bag. Sometimes it will run straight out of the box or with a few manual tweaks, and others it just straight up won't compile. Keen to hear what workarounds others have used to solve this (e.g. re-prompting, constraining generations, etc).