Yes. I bought an old used bike and kitted it out fully with lights, fenders, and racks for panniers. Makes the whole thing a bit heavy, but I worry a lot less about theft and general wear & tear (especially in cruddy weather).

My fun racy bike is so amazingly light and fast when I take her out for a Sunday ride.