All this depends critically on one premise: that sometime in near future AI coders will become fully automated and produce senior level code. If not we are wholly fucked because currently they are employing less and less junior coders which means that we will be running very low on number of senior coders in a decade or so. If LLMs still need supervision by then there won't be enough senior coders to do so.