What struck me was how just how little was automated, how stuff that was nominally automated still had quite a bit of manual labor. I had always had in my mind that with CNC machines you just stick the metal in the vise, load the program, hit start, and you're good to go, but there's manual calibration, facing off and the like that needs to be done before every run.
For small, simple pieces I would often forgo the CNC automation and just manually make the piece myself, even when I had already made the piece in SolidWorks (and so could easily generate G code).
I've heard that for really fancy machines it's truly a push button process (as long as you feed it precision milled blanks), but I've never had a chance to actually use those.