Integrating Charmed Kubeflow (CKF) with Canonical Observability Stack (COS) enables monitoring resources for CKF charms.
This integration involves Prometheus, that provides metrics and alerts, Grafana, that provides dashboards, and Loki, that provides logs.
See Integrate with COS for more details.