Why Microsoft is betting on temporary identities to stop autonomous agents from going rogue

AtKubeCon Europe 2026,Jorge Palmaoutlined how Microsoft is advancing AI operations across cloud and edge environments. He demonstrated an agent capable of diagnosing, mitigating, and explaining application issues in minutes, highlighting the growing role of agentic operations in Kubernetes. Palma emphasized that recent progress in tools likeAzure Kubernetes ServiceandAzure Archas made edge AI more practical by bridging cloud and on-prem systems. Kubernetes now acts as the unifying layer, while fleet management automates deployments that previously required manual GitOps workflows. To address fragmentation in inference engines, Microsoft introducedAI Runway, a standardized API that allows teams to swap underlying engines without changing workflows. Security remains a core challenge. Palma advocates for tightly scoped, temporary permissions and policy validation for agents, enforced through tools like the Agent Governance Toolkit. This reflects a broader shift: applying cloud-native principles—portability, abstraction, and policy control—to manage the unpredictable nature of AI workloads. Learn more from The New Stack about the latest around advancing AI operations across cloud and edge environments The Future of AI: Hybrid Edge Deployments Are Indispensable AI Is Coming to the Edge, but It Will Look Different Join our community of newsletter subscribers to stay on top of the news and at the top of your game.

You can listen to Why Microsoft is betting on temporary identities to stop autonomous agents from going rogue online on Radio and Podcast. Open the player on this page to stream the available audio.

Why Microsoft is betting on temporary identities to stop autonomous agents from going rogue is an episode from The New Stack Podcast by The New Stack Podcast.

This episode is 00:24:37 long.

This episode was published on Apr 21, 2026.

Yes. Use the heart button on the episode page to add it to your favorite episodes list.

Yes. This page shows related episodes from The New Stack Podcast when more episodes are available from the podcast feed.