Monitoring & Ops
In Cloud Admin, Monitoring & Ops → Capacity Planning turns Prometheus signals and Kubernetes inventory into snapshots, forecasts, and fleet-wide roll-ups—so finance and platform teams agree before spend or outages force the conversation.
Screenshots from the live product. Each note explains what you are looking at and when you would open this screen.
Node fleet capacity for CPU, memory, storage, and pods. This is the same interface your team uses in production.
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Capacity planning with headroom and predictive risk overlay. This is the same interface your team uses in production.
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When capacity tiles, forecasts, and tenant overlays reference identical Prometheus series and Kubernetes objects, debates shift from “whose export is right” to “which scenario do we fund.”
Forecasts & actions stay grounded because collectors, schemas, and Prometheus health are visible—not hidden jobs in another portal.
Fleet and scenario tabs compare clusters without stripping virtualization, network, or LLM-specific overlays.
Dedicated tenant lenses translate raw cluster metrics into chargeback-ready narratives.