Saw this on my way to work the other day. A worker in the morning light on his way to install a sink. While many workers have their white minivans, you still see many heading to and fro work on their bicycles.
This one handed holding of baggage is quite popular. I find myself doing it all the time.
Or you can just hold your bag casually while you ride.