What's next from Grafana Labsbreadcrumb arrow Kubernetes Monitoring will give AI agents access to its queries
What's next from Grafana Labs
What's next from Grafana Labs
Behavior change
Kubernetes Monitoring AI
Announcement
2026-08-04
Planned rollout in Cloud
Kubernetes Monitoring, release to be confirmed
Targeted self-managed release
No self-managed release

Kubernetes Monitoring will give AI agents access to its queries

Kubernetes Monitoring will let you give an AI agent access to the queries behind its own pages, such as the ones that count Nodes, total the CPU used by a namespace, and calculate cost. A new AI agent access tab in the Configuration page will hold a prompt you copy into your agent’s configuration.

An agent that uses these queries returns the same numbers you see on the page. Without access to these queries, the agent can get incorrect results. Ask an agent to count the Nodes in a Cluster that has three, and it can answer six, because more than one source reports each Node.

An agent gets no permissions of its own. It signs in with a token, reads exactly the data that token allows, and can’t create, change, or delete anything.


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