Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security audit, BEFORE running azqr (compliance cli tool), Azure best practices, Key Vault expiration check, expired certificates, expiring secrets, orphaned resources, compliance assessment.
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| Property | Details |
|---|---|
| Best for | Compliance scans, security audits, Key Vault expiration checks |
| Primary capabilities | Comprehensive Resources Assessment, Key Vault Expiration Monitoring |
| MCP tools | azqr, subscription and resource group listing, Key Vault item inspection |
az login| Assessment | Reference |
|---|---|
| Comprehensive Compliance (azqr) | references/azure-quick-review.md |
| Key Vault Expiration | references/azure-keyvault-expiration-audit.md |
| Resource Graph Queries | references/azure-resource-graph.md |
| Tool | Purpose |
|---|---|
mcp_azure_mcp_extension_azqr | Run azqr compliance scans |
mcp_azure_mcp_subscription_list | List available subscriptions |
mcp_azure_mcp_group_list | List resource groups |
keyvault_key_list | List all keys in vault |
keyvault_key_get | Get key details including expiration |
keyvault_secret_list | List all secrets in vault |
keyvault_secret_get | Get secret details including expiration |
keyvault_certificate_list | List all certificates in vault |
keyvault_certificate_get | Get certificate details including expiration |
| Priority | Guidance |
|---|---|
| Critical | Immediate remediation required for high-impact exposure |
| High | Resolve within days to reduce risk |
| Medium | Plan a resolution in the next sprint |
| Low | Track and fix during regular maintenance |
| Error | Message | Remediation |
|---|---|---|
| Authentication required | "Please login" | Run az login and retry |
| Access denied | "Forbidden" | Confirm permissions and fix role assignments |
| Missing resource | "Not found" | Verify subscription and resource group selection |
For programmatic Key Vault access, see the condensed SDK guides:
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Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
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Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy model to AKS", "GPU inference on AKS", "KAITO setup on AKS", "run LLM on AKS", "vLLM on AKS", "set up model serving on AKS", "AI Runway controller".
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Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load OOM, DCGM/VRAM, KAITO Workspace not ready, or GPU autoscaling. DO NOT USE FOR: setup (airunway-aks-setup), non-GPU incidents (aks-troubleshooting), standalone VM quota (azure-quotas), or generic cost (cost-analysis or cost-optimization from the optional azure-cost plugin).
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Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk; NodePoolMcVersionIncompatible; 'NodeImageVersion is not accepted'; AKS SkuNotAvailable with size, location, and zone; ZonalAllocationFailed with insufficient zone capacity; OverconstrainedAllocationRequest with listed constraints; nested AKS vmssCSE/CSE VMExtensionError_OutboundConnFail, VMExtensionError_K8SAPIServerConnFail, or VMExtensionError_K8SAPIServerDNSLookupFail; or AllocationFailed with the full cataloged internal-error or insufficient-regional-capacity message. Never use for quota errors, code-only or bare wrappers, generic symptoms, incomplete signatures, or failures outside AKS; use aks-troubleshooting or azure-diagnostics.
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Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: "capture packets on an AKS node", "take a pcap", "run tcpdump on AKS", "prove where packets drop". Use for explicit packet-capture intent after read-only diagnostics, not general AKS connectivity or ingress troubleshooting.
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Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff, OOMKilled, ImagePullBackOff, node NotReady, DNS or ingress failure, connectivity timeout, network policy, SNAT exhaustion, node-pool scaling blocked by QuotaExceeded or InsufficientVCPUQuota, upgrade stuck, spot or zone disruption, a bare VMExtensionProvisioningError or AllocationFailed wrapper, an uncataloged capacity symptom, or 'investigate my AKS cluster'. DO NOT USE FOR: packet capture (use aks-network-capture); GPU or model-serving issues (use aks-gpu-inference); cluster creation or provisioning (use azure-kubernetes); cost (use cost-analysis from the optional azure-cost plugin); pod rightsizing (use azure-kubernetes); a fully qualified documented AKS signature with every required nested qualifier (use aks-known-issues); standalone failures on non-AKS Azure resources (use azure-diagnostics). Unqualified errors and open-ended incidents stay here only for AKS.
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