I second a fatbike for riding in any environment.
Potholes and sewer grates mean nothing, riding on the beach is unique to them too.
Of course they are polar opposite to a folding bike since they are huge and often heavy.
Sometimes I think of getting a kid's 20" fatbike and converting it to a carefree urban minivelo with BMX bars and a long seatpost.