Comes from throwing down the gauntlet, which was a medieval practice in which knights challenging each other would happen. A common saying among the people of the streets these days would be shortened to throw down
Guy A "d'ya think there will be a terror attack today C? I'm scared?"
Guy C " rules are rules A, if there is a showdown we must throw down"