I think we need to accept that in the not too far future LLMs will be able to do most of the mundane tasks we have to do every day. I don't see why an AI can't set up kubernetes, caching layers, testing, databases, scaling, check for security problems and so on. These things aren't easy but I think they are still very repetitive and therefore can be automated.

There will always be a place for really good devs but for average people (most of us are average) I think there will be less and less of a place.