I have today figured out what new AI world would look like for software engineers, specifically for juniors and middle ones: They are going to babysit agents, build tools for them (using ai), etc. Seniors would determine a vector and what to build. Essentially everyone involved would need to build and ship a software factory model where software produces software. Honestly it is not that different from what it was before.