Users often face security and
manageability challenges when diagnostic agents inherit broad user permissions,
such as cluster-admin rights, and when each user must deploy their own
instance. Cluster mode for the agentic CLI for AKS, now in public preview, brings
expert-level AI diagnostics directly into your AKS cluster with tighter
security controls and faster performance. This gives teams a shared, always‑available AI assistant that understands
real cluster state, correlates signals across Kubernetes and Azure, and can
guide troubleshooting or remediation using live data pulled in a secure and
managed way. Cluster mode provides the following benefits over the existing
client-side experience:
- Fine-grained RBAC control with Azure and
Kubernetes RBAC
- Shared AKS Agent instances deployed to a
namespace of your choosing
- Faster CVE detection and fixes with a
centrally managed image, sourced from MCR
Learn more.