- Add anomaly detection and predictive analytics
- Include root cause analysis automation
- Add intelligent alert clustering and noise reduction
- Include time series forecasting and capacity planning
- Add NLP for log analysis and MLOps integration
- Comprehensive coverage of 11 observability capability areas
- Supports Prometheus, Grafana, Jaeger, ELK stack, OpenTelemetry
- Includes SLI/SLO management, chaos engineering, and incident response
- Production-ready monitoring strategies and cost optimization
- Follows same quality standards as existing agents
- Addresses critical gap in production reliability expertise