There is no plug-and-play, you need to know if the hardware is there or not. If you poke something and you are on the wrong board, if could free/reboot/brick/whatever.

It is an ARM thing. The good news is, that there is a map and a single kernel can run on multiple boards. It is a recent development, before that, you needed a separately built kernel.