KubeVision

AI-native Kubernetes dashboard that investigates and executes cluster actions with RBAC and approval.

Webfree

KubeVision is an AI-native Kubernetes dashboard whose assistant reads live cluster resources, logs, and Prometheus data to investigate issues and propose changes in natural language, with every mutating action checked against the user's RBAC role and paused for explicit human approval. It also offers multi-cluster monitoring, an integrated recorded pod terminal, resource topology visualization, and a guarded Helm workspace.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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