I would disagree that you can replace scanning tools with just human review though. You need both.

Static analysis and software composition analysis are good at flagging possible problems, but there's a lot of noise. You ideally want an application security engineer to be reviewing the code and scan results. And also conducting threat modelling with the devs, so you prevent problems even earlier.