Generative AI Observability

The book takes you on a step-by-step engineering journey, starting with core observability architectural principles and data-driven monitoring strategies. You will master OpenTelemetry, handling context propagation and advanced tracing techniques across complex microservices and Kubernetes monitoring environments. From there, you will learn to optimize an open-source intelligent monitoring toolchain featuring Prometheus, OpenSearch, Grafana, and Jaeger. We will also learn how generative AI is being applied in real environments to interpret incidents, reduce noise, and support operational judgment, including where it helps and where caution is still needed.