A senior programmer does not suggest adding more complexity/abstraction layers just to say something. An LLM absolutely does, every single time in my experience.

You might not, but every "senior" programmer I have met on my journey has provided bad answers like the LLMs - and because of them I have an inbuilt verifier that means I check what's being proposed (by "seniors" or LLMs)