My buddy Weaver ran out of ammo in the weeks following Katrina, while scaring off raiders. It could happen, especially if an incident is prolonged or there isn't a substantial stockpile of ammo.
I have an ammo "storage room"...If I run out, I'd have already melted / warped a few barrels anyway...which is admittedly odd considering I'm a Democrat lol