The idea was that a host (PC, Desktop, Workstation, Server or any end-system) did not need to wait through the STP process. This was their solution to the problem. I found this
article on cisco's website that talks about PortFast, STP and all other things related. Would be a good read for you. Just remember to put up a sign that says you will be terminated and/or killed if you plug a switch into these ports without permission
*edit*
That article is older than I thought. It was using CatOS syntax. This
article is will show you how to enable it for different switch models.