Indeed. I think it's a much bigger issue for juniors, who haven't yet had a chance to build that systems design muscle.
When an LLM is making a bad design decision but the engineer doesn't have the experience to spot it AND the consequences don't become apparent until much later (which is often the case) -- it's kinda hard to learn.
Seniors will be able to stay in the game much longer than before, mark my words.