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Reviews AI agent Kubernetes configurations for credentials exposed to agents.
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Based on SOC occupation classification
| name | review-security-k8s-agents-credentials |
| description | Reviews AI agent Kubernetes configurations for credentials exposed to agents. |
Review K8s configurations tailored to unique AI agent risks (prompt injection, RCE, credential exfiltration).
env, envFrom, or volume mounts for secrets.automountServiceAccountToken: false. If API access is required, mount token ONLY in the sidecar proxy.serviceAccountName. Flag default.*) in verbs or resources.Autonomously poll, triage, investigate, and resolve unaddressed open issues on our target GitHub repository strictly within authorized scope.
Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators (GPUs/TPUs) or machine families, restricting ComputeClass access, or debugging pending pods related to node pool auto-creation. Do not use for cluster-level Node Auto Provisioning configuration or general GKE cluster creation.
Audit, monitor, and debug the logging, tracing, metrics, and API/dashboard observability of the Platform Agent.
Standard Operating Procedure (SOP) for generating and updating secure, compliant, and cost-effective GKE manifests.
Systematic Standard Operating Procedure (SOP) for diagnosing GKE workload failures, crash loops, resource OOMs, mounting errors, and connectivity timeouts.
Reviews Kubernetes Pod security contexts for workload-level isolation and privilege escalation risks.