Eventual Consistency

This model can improve availability and scalability when immediate consistency is not required. Applications using eventual consistency must account for stale reads, duplicate events, ordering, and user experiences where updates may take time to appear. It matters because architectural choices determine how a system scales, fails, recovers, communicates, and changes as complexity grows.