A fresh blade; I use a utility knfe, one of those with the longer blade that comes out of the handle, yeah, the el cheapo model. But for me, I set the blade at a 45 angle at the top of the cut, and go through the entire thickness of the board in one pass. I've had much better suscess with this method as opposed to "scoring" with several passes.