Implement distributed observability infrastructure for production multi-agent AI solutions using OpenTelemetry and Azure Monitor. Design distributed tracing architectures with correlation propagation, implement structured logging for agent decision paths, configure telemetry aggregation, and build anomaly detection for agent behavior patterns.