It mostly feels like manual testing.

It's already ok at describing tasks. Not great yet, but it wasn't great at coding a year ago. I can see, in 2 or 3 years, AI taking over management tasks fully.

At this point, I don't think we're far from it being able to look at some non-technical descriptions of a problem and come up with its own plan to execute.