Most of the time my pannier is almost entirely empty. It's got a container of leftovers (lunch), a sandwich (breakfast), a quart ziplock that contains all my regular items (wallet, thumb drive, leatherman knife, cell phone), and a camera. Once a week or so I cram it full of some new clothes to swap out at work.
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Work: the 8 hours that separates bike rides.