Discussion on answer by Dragongeek: Could a group of survivors realistically find useable ammunition and/or weapons in a post-apocalyptic world?

Imported from a comment discussion on https://worldbuilding.stackexchange.com/questions/176606/could-a-group-of-survivors-realistically-find-useable-ammunition-and-or-weapons/176609#176609