Those who get the best results from AI point out that it takes real engineering to get there. It is not a matter of “AI working well” or “AI not working well”, but a matter of making AI work well:
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I have not personally had the opportunity to try this pattern yet on a larger, more serious codebase. So far, I have only been using this workflow for testing and for documenting manual processes, but I am thrilled by its application there.
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