Use when requests involve race conditions, load spikes, duplicate processing, hot rows, lock contention, or making systems behave safely under concurrent access. Design concurrency control and load safety for applications and services: contention management, idempotent writes, locks, optimistic concurrency, backpressure, queue depth, admission control, and shared resource protection under parallel traffic.
