Having spent years doing software dev myself and now months with the latest frontier models, I don't see a path forward in any software-development capacity that values productivity where AI is not featured.

So I hope for your sake that you and others like you are pure hobbyists. Because anyone paying you to do this job is going to be firing you pretty soon in favor of those who lean on frontier LLMs, otherwise.