Making Non-Prod Costs Visible: Unified Observability for Hidden Cloud Spend

Non-production environments consume 30-40% of enterprise cloud spending but remain largely invisible to engineering teams. This article demonstrates how to integrate real-time cost data directly into Grafana dashboards using Prometheus and Kubernetes metrics, enabling instant visibility into per-namespace spending and utilization. By surfacing hidden costs alongside performance metrics, organizations can identify idle resources and drive immediate cost optimization actions.