This kind of thinking only works as long as the machine can actually fix its own errors.

I've had several bugs that required manual intervention (yes, even with $YOUR_FAVORITE_MODEL -- I've tried them all at this point). After the first few sessions of deleting countless lines of pointless cruft, I quickly learned the benefits of preemptively trimming down the code by hand.