Architecture Decision
Redis was chosen for fast transient state, coordination and latency-sensitive operational workflows.
It supported caching, queue coordination, operator presence, temporary state and other short-lived workloads where speed mattered more than permanence. This kept core systems responsive without overloading primary databases.