Observability

Observability is the measure of how well the internal states of a system can be inferred from knowledge of its external outputs. It is distinct from monitoring as it makes actionable use of data to produce real-time insights, identify anomalies, determine their root cause, and proactively resolve them.

Observability implemented in grafana with alerting being common to observability and monitoring such that it follows a triage and subsequent escalations to domain experts with AI powered learning ability to reconfigure infrastructure environment by interfacing with CI/CD process.