Code is the hard part

Agreed. I don't see that Software Developers must "evolve" from coders to architects, or product owners and if not they disappear due to AI. Small mistakes in the code are the ones that cost the most, and hardest to notice. It's not about how much code someone can generate, but how deep and in details one can understand the code, keeping in mind the big picture.