This is a pretty great description (disclosure: I currently work at Amazon writing software used inside the Fulfilment Centers). I think an important point is there is big variance between facilities throughout the network. For instance, the use of Kiva robots as mentioned by others here.  Meaning if you were to go on tours of other facilities you would definitely see new things at each (and of course many similarities).