Kagent

Open-source Kubernetes-native framework for building and running AI agents that automate DevOps operations and troubleshooting tasks.

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Evaluation summary

The operational details available for an initial product screen.

Documented capabilities

Capability language comes from cataloged first-party material and is not performance testing.

Runs AI agents, tools, and models as Kubernetes-native resources

Review the linked evidence below before relying on this capability in a pilot.

Ships MCP tooling for Kubernetes, Istio, Helm, Argo, Prometheus, Grafana, and more

Review the linked evidence below before relying on this capability in a pilot.

Supports OpenTelemetry tracing for agent and tool observability

Review the linked evidence below before relying on this capability in a pilot.

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Evidence review pending

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Primary documentation and first-party pages used for this profile.

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Private evaluation workspace

Private notes and evaluations are coming soon.