Always on

Can beaglebone black start on power up, meaning it’s always turned on?

Why not. As long as the SW holds up it should be fine. I suggest you look at voltage and frequency scaling so that you can conserve power and run at 1GHz when needed. Not sure what you application is, but generally speaking that is good practice.