Echoing wallee,

This task: "I have to constantly be on my toes to follow what the LLMs are proposing"

and "understanding, then solving the specific problems you are being paid to solve"

are not the same thing. It's been linked endlessly here but Programming as Theory Building is as relevant today as it was in '85: https://pages.cs.wisc.edu/~remzi/Naur.pdf