I contacted all of the impressive people in my rolodex [1] with an idea. Of course all the impressive people I knew were doing something impressive, but luckily I found one who was looking to try something new.
[1] If you don't know what a rolodex is, s/rolodex/'contact list'/g
Here is a interesting post on HN with links to past posts on finding co-founder