What Kubegrade is (and isn’t)

what kubegrade is kubegrade is a kubernetes operations platform focused on day 2 operations , including upgrade management troubleshooting drift detection visualization and dependency mapping gitops based remediation guided/agentic workflows with human approval alert sorting fleet management it combines cluster state, configuration context, and workflow automation to help teams move from detection to action faster what kubegrade isn’t kubegrade is not a replacement for your kubernetes provider (eks/gke/aks/openshift) a cluster provisioner by default a generic ci/cd platform a pure observability tool a “black box” auto remediator that bypasses human review a simple “ai wrapper” or generic chatbot ui kubegrade is designed to work with your existing tooling and processes, not replace them the platform emphasizes human in the loop approvals and gitops execution