Distributed systems frequently encounter HTTP 409 due to parallel operations. This article explains conflict detection across services, consistency challenges, and resolution patterns such as retries, merges, and compensating actions that maintain data accuracy without sacrificing scalability. https://indeedseo.com/blog/409-status-code/