LLMs work well for boring stuff that other people have already done a hundred times. Where the LLMs fail is solving difficult problems that aren't explored as well. The people seeing the 10x speed up are likely just doing CRUD apps or other software that have already been well documented by Stack Overflow or cloned a million times on Github. In my own use, it completely breaks down when for solving actually difficult things.