What Kubegrade is (and isn’t)
2 min
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.