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

Datadog engineers redesigned their PostgreSQL clusters for high availability on Kubernetes using Patroni and synchronous replication, addressing edge cases where naive failover can cause data loss or split-brain scenarios. The post details the architectural decisions, trade-offs, and operational lessons learned from running production HA PostgreSQL at scale.