The main takeaway is that llms can't code to a professional level yet. But with improvement they probably will. It doesn't even have to be LLMs the coding part of our job will eventually be automated to a much larger degree than it is.
Anything might happen in the future. My issue is with people claiming we're already in this future, and their only proof is "I generated this one-off NextJS application with LLMs".
Cool for you but a lot of us actually iterate on our work.
Or not. The point is that we don't know.