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Exactly my take.

I'd further state that LLMs appear to do ok with generating limited amounts of new code. Telling them "Here's a class, generate a bunch of unit tests" works. However, telling them "Generate me a todo application" will give mixed results at best.

Further, it seems like updating and changing code is simply right out of their wheelhouse. That's where I think devs will be primarily valuable. Someone needs to understand the written code for when the feature request eventually bubbles through "Now also be able to do x". I don't think you'll be able to point an LLM at a code repository and instruct it "Update this project so that it can do feature X"




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