Observability has evolved from physical server indicator lights to modern dashboards and OpenTelemetry. Early systems used LED lights on physical servers to indicate system health and activity levels—fast blinking meant high traffic and revenue, slow meant low activity, and off meant failure. This visual monitoring approach was

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