Once the Mongols started catapult-launching corpses into the city of Kaffa, a group of Genoese traders decided not to stick around and see how the fight would end. They fled—casually—by sea (although not before picking up one final shipment of slaves from a city where suddenly any pretense of morality had evaporated).
