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Cloud Security

When Configuration Is the Vulnerability: Microsoft's May 2026 Look at Exposed AI Apps on Kubernetes

Microsoft's May 14, 2026 research found AI frameworks shipping Helm charts that expose web UIs on internet-facing LoadBalancers with no authentication and cluster-admin service accounts. Mage AI on port 6789 was the headline, but it was far from alone.

May 15, 202612 min read

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