I see a general trend for developers to want to put syntax and semantics back into the prompting. This whole idea that we can just get rid of formal languages entirely and replace them with natural languages isn't going to pan out; we have formal languages for a reason -- you don't have to guess the magic spell that will cause the output you want, you can get the output you want because you know how the system works. It's a much less frustrating and consistent way of dealing with computers unless you fancy yourself a bureaucrat.

If this actually happens, I would imagine that talking to an LLM would be a combination of formal syntax and natural language, so the task will look more like software engineering than black magic.