I find walking to work preferable. Ages ago in a different city I'd bike when it was nice and walk when it wasn't, but here the trip has either tended to be too short, or too much dealing with urban annoyances and not enough just riding.
So when I want to ride I head somewhere with a better enjoyment-to-annoyance ratio and do some serious miles.