Flags are hung in remote, elevated positions around the city. You get a small Agility XP bonus for collecting them. Try not to look down once you’re up there! There are 30 Flags total—15 in the Slums and 15 in Old Town. (Flags 14 & 15 cannot be mapped because they are accessed via the portal to the Slums Antenna area.)
