I layer up. My commute is about twenty minutes also. The winter forum is a good place to start. Some threads give a good perspective of what is needed in certain temperature ranges.

I usually start off feeling a little cold, but halfway through I don't really notice it much. I try to keep my head, face, feet, and hands warm though.