Did they ever explain why there's almost no firearms in this setting? They still have metalwork, since pretty much every nameless thug carries medieval weapons. And everybody knows how to make gunpowder.
Probably no industrial machinery survived the nuclear war so no one is able to manufacture weapons and bullets.
Add to that how a metallic rod is far more reliable to murder someone than a homemade gun.