AI written code is a function of the human created constraints around it.

That is why I believe the most senior engineers on the team with the most scars and most experience need to shift into writing those constraints instead of writing code.

In writing those constraints, they can multiply their effect across a tireless fleet of agents that generally want to copy existing patterns and can be guided to use skills.