Forgetting LLMs and coding agents for a second, what OP describes is like watching a Youtube video on how to make a small repair around the house. You can watch that and "know" what needs to be done afterwards. But it is a very different thing to do it yourself.
Ultimately it comes to whether gaining the know how through experience is worth it or not.
Ultimately it comes to whether gaining the know how through experience is worth it or not.