Distributed architectures promise horizontal scalability and fault tolerance, but they introduce tricky failure modes. When network partitions occur, the CAP theorem reminds us that choices must be made.
Understanding Eventual Consistency
In an eventual consistency model, data replicas may temporarily disagree, but given enough time without new updates, all replicas converge to identical states.