I'm still of the opinion that coding will be the last thing to go. LLMs are an enabler, sure, but until they integrate some form of neuroplasticity they're stuck working on Memento-guy-sized chunks of code. They need a human programmer to provide long context.

Maybe some new technique will change that, but it's not guaranteed. At this point I think we can safely surmise that scaling isn't the answer.