You can hire a bike cheaply from the station at Bruges, so you can see a lot more of the city very easily.
My top tip though, would be don't carry your shopping on the handle-bars, get your carrier bag tangled up in your front wheel and spread the contents of your bag all over the road!
Cyclists do get priority over other road users, but not that much!