There truly is not. Software engineering is not different in any meaningful way. Sure 30 years ago in waterfall land we were emulating the project management of engineering, with miserably expensive results. But it's all the same now. It's like differentiation between coding and programming, it's different in everyone's head.

“Software developers” and “software engineers” distinction has the same energy when one uses to pat oneself on a back when they call themselves “expat” instead of an “immigrant”. You write code, all the huff and puff around “architecturing”, and “alignment”, and “knowing what to build” is just vapor. I’ve never met “software developer”, outside of online forums, who did “coding” and none of the latter.

Just changing words and saying (perhaps) that one is “just about code” and the other is about “architecture” rings hollow. LLMs can think (like submarines can swim) so the only question is how well.