When failover isn't safe: Building high-availability PostgreSQL on Kubernetes

A Datadog gameday simulating a zonal failure on Kubernetes-based PostgreSQL clusters exposed that network latency caused replication lag, making failover unsafe. Primaries continued accepting writes while replicas drifted, risking data loss and leaving no safe recovery path.