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Maybe the zeroth tip is "never go full vibe coder."

It can be tempting, but there's so much impact that even small changes to the code can have, and often in subtle ways, that it should at least be scanned and read carefully in certain critical parts. Especially as you near the point where hosting it on AWS is practical.

Even in Karpathy's original quote that you referenced he says "It's not too bad for throwaway weekend projects, but still quite amusing. I'm building a project or webapp, but it's not really coding." Maybe it should have been called vibe prompting.



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