
Prometheus and Thanos: Metrics at Scale
You can’t fix what you can’t see. You can’t optimize what you can’t measure. Prometheus is the standard for Kubernetes metrics. It works beautifully — until you need long-term storage, or multiple clusters, or high availability. Then you hit its limits. Thanos extends Prometheus without replacing it. Keep your existing setup, add Thanos components, get unlimited retention and global querying. The Problem with Standalone Prometheus Prometheus has built-in limitations: Single node — No native clustering or HA Local storage — Retention limited by disk size Single cluster view — Can’t query across clusters No downsampling — Old data takes as much space as new For a single small cluster with 2 weeks retention, these aren’t problems. For production multi-cluster environments with compliance requirements, they’re blockers. ...

