Common sense says to track absolutely everything. Flickr (care of Cal Henderson) have written extensively about metrics and analysis. A framework that lets you

Common sense says to track absolutely everything. Flickr (care of Cal Henderson) have written extensively about metrics and analysis. A framework that lets you track the results of A/B variate (or bucket) testing helps for trying new things, too.