Best of luck with your startup

Would you say “coming up with architectures that randomly work / don’t work” is a shortcoming of your understanding or of the field in general?

I’m asking because I’m thinking about doing the opposite switch right now - ML interests me deeply and I’m currently in standard cloud development.