I don't carry much under the seat, mainly just ID, documents, some tools, and groceries (when need be). I keep a milk crate and bungies if I need to carry extras.
@Boo, I'm working on getting a GoPro for just that purpose. I'm not a fan of the "hold it in your hand while riding" trick (plus, it'll get you pulled here).