Firebase moves fast for MVPs, but growth exposes weak document structures, broad listeners, and missing access boundaries quickly.
A scalable setup starts with clearer ownership of collections, deliberate denormalization, and stable patterns for feeds, profiles, and permissions.
Good Firebase architecture is less about cleverness and more about keeping reads predictable, writes intentional, and rules understandable.