In order for us to see all problems as they occur, we must design and develop our applications and environments so that they generate sufficient telemetry, allowing us to understand how our system is behaving as a whole. When all levels of our application stack have monitoring and logging, we enable other important capabilities, such as graphing and visualizing our metrics, anomaly detection, proactive alerting and escalation, etc.
