They made a list of songs they wanted to hear covered, and then one by one bands go into their studio and pick one of the (remaining) songs. The most recent cover is an Archers of Loaf song, done by none other than one of my favorite bands in the entire world, Alkaline Trio.
Check out the previous two installments. Both are great. I'm looking forward to the next 22.