The difference is you don't read sheet music to look for errors (tonal imbalance, wrong notes, what have you), you play it and listen if it sounds "right".

Much the same you can't read code (code review) to look for errors, you'll miss most. You need to run and test the code to really find the errors.

I think that is the take away from the OP.