Modern infrastructure spans containers, microservices, cloud platforms, and hybrid environments, making traditional monitoring approaches inadequate. This report explains how organizations must evolve from isolated monitoring tools to unified observability that correlates metrics, logs, and traces. It highlights the complexity introduced by Kubernetes, autoscaling systems, and ephemeral workloads that constantly change. Effective monitoring requires real-time telemetry collection, automated alerting, and dashboards that reflect service dependencies instead of individual hosts. The guide also emphasizes the importance of distributed tracing and service maps to understand performance across interconnected services. By centralizing telemetry data and automating analysis, engineering teams gai

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