Paul Bryant 9/10/2026

Operating Kubernetes as a Platform Product: SLOs, Upgrade Gates, Capacity, and Recovery

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This article explains how to operate Kubernetes as a platform product rather than just a cluster. It covers defining supported workload patterns, setting measurable SLOs, using evidence-based upgrade gates, reserving capacity for disruptions, and testing full-service recovery. It emphasizes aligning service promises with operational evidence and starting with one production service profile before expanding.

Operating Kubernetes as a Platform Product: SLOs, Upgrade Gates, Capacity, and Recovery

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