Comprehensive monitoring covers physical layer health (link status, power, environment), network layer performance (latency, jitter, packet loss, utilization), routing behavior (BGP state, path changes), and application-level metrics for the workloads using the network. Most monitoring deployments cover the first two well but miss the latter two, which is where many production issues actually originate. End-to-end visibility is what separates effective monitoring from box-checking.
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