A tool called a "biscuit joiner" is used to cut small slots in the edge of the wood - in this case a window sill. The tool has a horizontal saw blade about 3" in diameter, and cuts a slot about 2" wide and 3/4" deep. I got a good action shot here - notice the sawdust flying out of the tube!