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    the quality of produced code and the medium
A thought I have been tossing around in my head as the models get better is that it really may not matter what the code looks like.

If the observed behavior of the software is good, then the software is good. If a bug, of whatever kind, can be fixed by a model on a vibe-coded codebase, then that's a fixable bug. If there are no exploitable vulnerabilities, then the code is secure. If the performance is adequate, then the code is performant.

It simply does not matter what the code looks like if, from the outside, it does what its supposed to, and, from the inside, a model can fix the issue if one is found.

More than ever, software engineering is now really a job about making sure the code is doing what its supposed to.

And even if it DOES matter what the code looks like, you can have a model fix that too.

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