This. LLMs are terrible at planning/architecture and maintaining clarity of vision across a project. There are lots of tools that mitigate these issues but they're going to keep coming up regardless because of the fundamental nature of LLMs.

If you're not doing the design of the solutions for problems as an engineer or at least making the decisions and owning the maintenance of that architecture/design, what even is your job at that point?