How do you implement agentic AI for automated database replication monitoring?
Database replication monitoring agents ensure data consistency and performance across primary and replica database instances. Configure agents with access to database replication metrics, server health data, and alerting systems. The agent monitors replication lag, throughput, and error rates across all replica instances. Implement drift detection that identifies data inconsistencies between primary and replica databases. Alert on replication lag exceeding configurable thresholds that may impact read consistency. Monitor replica health including disk space, memory usage, and connection counts. Detect replication topology changes and validate failover readiness. Generate replication health dashboards showing lag trends, throughput metrics, and consistency status per replica. Support automated failover validation testing that verifies replica promotion procedures work correctly.