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This article emphasizes the critical role of monitoring and metrics in managing complex systems effectively. It introduces the M.E.L.T. framework, elucidating the significance of Metrics, Events, Logs, and Traces in building a robust monitoring strategy. The article delves into the lifecycle of metrics within monitoring systems, from their initial instrumentation to their role in alerting, analysis, and data-driven decision-making. Monitoring, powered by metrics, is an essential practice for ensuring the reliability and performance of modern systems.

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