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Agree with the article the way I think of it is basically like before AI good engineers put in effort either currently or over cumulated years of experience.

A bad engineer has been lazy for years and will never change.

You likely have experience with this already first hand. Ever had a lazy day and just hit "yes" "continue" on the AI over and over? I've had to revert entire days of work because I was so burnt out I didn't put effort into the design.

A good rule of thumb though is if an AI can't solve the bug and fixing it creates more you have a bad abstraction and architecture that needs a gutting and rebuild from near scratch.



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