I've previously mentioned what a coding dojo is but never really covered why you should go. I wish I could just direct you to this lightning talk from 2009. The slides are in English but the talk is in Swedish. I guess a summary of the lightning talk is that you go to a coding dojo to learn and share knowledge. Or at least that is why I like to go to coding dojos.