azure-kubernetes

Azure Kubernetes Service

AUTHORITATIVE GUIDANCE — MANDATORY COMPLIANCE

This skill produces a recommended AKS cluster configuration based on user requirements, distinguishing Day-0 decisions (networking, API server — hard to change later) from Day-1 features (can enable post-creation). See CLI reference for commands.

Quick Reference

Property	Value
Best for	AKS cluster planning and Day-0 decisions
MCP Tools	mcp_azure_mcp_aks
CLI	az aks create, az aks show, kubectl get, kubectl describe
Related skills	azure-kubernetes-app-deploy (deploy an app to an existing cluster), azure-diagnostics (baseline AKS troubleshooting), azure-validate (readiness checks), azure-kubernetes-automatic-readiness (migrate existing cluster to AKS Automatic), optional aks-skills operations add-on (focused incident, advanced cost-efficiency, exact-signature, packet-capture, and GPU Day-2 workflows)

When to Use This Skill

Activate this skill when user wants to:

• Create a new AKS cluster
• Plan AKS cluster configuration for production workloads
• Design AKS networking (API server access, pod IP model, egress)
• Set up AKS identity and secrets management
• Configure AKS governance (Azure Policy, Deployment Safeguards)
• Enable AKS observability (Container Insights, Managed Prometheus, Grafana)
• Define AKS upgrade and patching strategy
• Understand AKS Automatic vs Standard SKU differences
• Get a Day-0 checklist for AKS cluster setup and configuration

Deploying an application to an existing cluster? This skill provisions and configures the cluster. To containerize an app and deploy it to a cluster that already exists (Dockerfile + manifests + Deployment Safeguards), use the azure-kubernetes-app-deploy sub-skill instead.

Deeper operational task? Keep Day-0 planning and basic operations in this base skill. Load optional-aks-operations.md only when a focused optional AKS operational skill could improve the current task.

Rules

1. Start with the user's requirements for provisioning compute, networking, security, and other settings.
2. Use the azure MCP server and select mcp_azure_mcp_aks first to discover the exact AKS-specific MCP tools surfaced by the client. Choose the smallest discovered AKS tool that fits the task, and fall back to Azure CLI (az aks) only when the needed functionality is not exposed through the AKS MCP surface.
3. Determine if AKS Automatic or Standard SKU is more appropriate based on the user's need for control vs convenience. Default to AKS Automatic unless specific customizations are required.
4. Document decisions and rationale for cluster configuration choices, especially for Day-0 decisions that are hard to change later (networking, API server access).

Required Inputs (Ask only what’s needed)

If the user is unsure, use safe defaults.

• AKS environment type: dev/test or production
• Region(s), availability zones, preferred node VM sizes
• Expected scale (node/cluster count, workload size)
• Networking requirements (API server access, pod IP model, ingress/egress control)
• Security and identity requirements, including image registry
• Upgrade and observability preferences
• Cost constraints

Workflow

1. Cluster Type

• AKS Automatic (default): Best for most production workloads, provides a curated experience with pre-configured best practices for security, reliability, and performance. Use unless you have specific custom requirements for networking, autoscaling, or node pool configurations not supported by Node Auto-Provisioning (NAP).
• AKS Standard: Use if you need full control over environment configuration, which requires additional overhead to set up and manage.

2. Networking (Pod IP, Egress, Ingress, Dataplane)

Pod IP Model (Key Day-0 decision):

• Azure CNI Overlay (recommended): pod IPs from private overlay range, not VNet-routable, scales to large environments and good for most workloads
• Azure CNI (VNet-routable): pod IPs directly from VNet (pod subnet or node subnet), use when pods must be directly addressable from VNet or on-prem
  • Docs: https://learn.microsoft.com/azure/aks/azure-cni-overlay

Dataplane & Network Policy:

• Azure CNI powered by Cilium (recommended): eBPF-based for high-performance packet processing, network policies, and observability

Egress:

• Static Egress Gateway for stable, predictable outbound IPs
• For restricted egress: UDR + Azure Firewall or NVA

Ingress:

• App Routing addon with Gateway API — recommended default for HTTP/HTTPS workloads
• Istio service mesh with Gateway API - for advanced traffic management, mTLS, canary releases
• Application Gateway for Containers — for L7 load balancing with WAF integration

DNS:

• Enable LocalDNS on all node pools for reliable, performant DNS resolution

3. Security

• Use Microsoft Entra ID everywhere (control plane, Workload Identity for pods, node access). Avoid static credentials.
• Azure Key Vault via Secrets Store CSI Driver for secrets
• Enable Azure Policy + Deployment Safeguards
• Enable Encryption at rest for etcd/API server; in-transit for node-to-node
• Allow only signed, policy-approved images (Azure Policy + Ratify), prefer Azure Container Registry
• Isolation: Use namespaces, network policies, scoped logging

4. Observability

• Use Managed Prometheus and Container Insights with Grafana for AKS observability (logs + metrics).
• Enable Diagnostic Settings to collect control plane logs and audit logs in a Log Analytics workspace for security monitoring and troubleshooting.
• For other monitoring and troubleshooting tools, use features like the Agentic CLI for AKS, Application Insights, Resource Health Center, AppLens detectors, and Azure Advisors.

5. Upgrades & Patching

• Configure Maintenance Windows for controlled upgrade timing
• Enable auto-upgrades for control plane and node OS to stay up-to-date with security patches and Kubernetes versions
• Consider LTS versions for enterprise stability (2-year support) by upgrading your AKS environment to the Premium tier
• Fleet upgrades: Use AKS Fleet Manager for staged rollout across test to production environments

6. Performance

• Use Ephemeral OS disks (--node-osdisk-type Ephemeral) for faster node startup
• Select Azure Linux as node OS (smaller footprint, faster boot)
• Enable KEDA for event-driven autoscaling beyond HPA

7. Node Pools & Compute

• Dedicated system node pool: At least 2 nodes, tainted for system workloads only (CriticalAddonsOnly)
• Node Auto Provisioning (NAP) is enabled per cluster and can reduce cost when dynamic capacity fits workload demand; savings are not guaranteed. Enable NAP for new clusters. For existing clusters, use optional AKS operations to invoke aks-cost-optimization when available for NAP readiness. Otherwise, continue with base NAP readiness.
• Use latest generation SKUs (v5/v6) for host-level optimizations
• Avoid B-series VMs — burstable SKUs cause performance/reliability issues
• Use SKUs with at least 4 vCPUs for production workloads
• Set topology spread constraints to distribute pods across hosts/zones per SLO

8. Reliability

• Deploy across 3 Availability Zones (--zones 1 2 3)
• Use Standard tier for zone-redundant control plane + 99.95% SLA for API server availability
• Enable Microsoft Defender for Containers for runtime protection
• Configure PodDisruptionBudgets for all production workloads
• Use topology spread constraints to ensure pod distribution across failure domains

9. Cost Controls

• Use Spot node pools for batch/interruptible workloads (up to 90% savings)
• Stop/Start dev/test clusters: az aks stop/start

Focused AKS Cost Workflows

For a focused request, load only the relevant reference file.

Scenario	Trigger Keywords	Reference
Pod Rightsizing	over-provisioned pods, CPU requests, memory requests, rightsize workloads	azure-aks-rightsizing.md
VPA Setup	vertical pod autoscaler, VPA recommendations, VPA enable	azure-aks-vpa.md
Cluster Autoscaler	idle nodes, CAS off, enable autoscaler, scale-down profile, node utilization	azure-aks-autoscaler.md
Spot Node Pools	Spot VMs, Spot nodes, batch workloads, cheaper nodes	azure-aks-spot.md
Advanced AKS Cost Efficiency	NAP readiness, node-pool bin packing, blocked scale-down, Kubernetes storage cost	optional AKS operations

Disambiguation: If a prompt matches multiple rows (e.g., "cheaper nodes" could suggest both Spot and autoscaler), prefer the most specific match. If ambiguous, ask the user to clarify their intent before loading a reference file.

Comprehensive AKS Cost Review

When the user requests an overall AKS cost assessment rather than one focused workflow, this skill owns triage and coordinates one unified review:

1. Confirm the target subscription, resource group, and AKS cluster. If cost-analysis is available, collect one billed-cost baseline for that scope and reuse it throughout the review.
2. Evaluate the applicable rightsizing, VPA, Cluster Autoscaler, and Spot workflows.
3. Invoke aks-cost-optimization when available for NAP readiness, node-pool bin packing, node-scaling bottlenecks, or Kubernetes-to-Azure storage optimization.
4. Check for stable non-Spot demand. If present, invoke cost-optimization when available for commitment analysis. If the capability or evidence is unavailable, report commitment analysis as a gap. Do not recommend a purchase from this review alone.

Investigate applicable levers and return one ranked report. Rank by comparable estimated cost impact when available; keep unknown monetary impact unknown rather than zero. Do not present one narrow analysis as the complete review. Mark unavailable capabilities or evidence as gaps.

Rank	Lever	Evidence	Estimated cost impact and basis	Risk	Approval needed	Confidence

Guardrails / Safety

• Do not request or output secrets (tokens, keys).
• Do not ask the user to paste subscription IDs. Discover subscription and resource scope via MCP tools (e.g., list subscriptions, list resource groups) or az account show / az account list so the agent can resolve context without exposing identifiers.
• If requirements are ambiguous for day-0 critical decisions, ask the user clarifying questions. For day-1 enabled features, propose 2–3 safe options with tradeoffs and choose a conservative default.
• Do not promise zero downtime; advise workload safeguards (PDBs, probes, replicas) and staged upgrades along with best practices for reliability and performance.

MCP Tools

Tool	Purpose	Key Parameters
mcp_azure_mcp_aks	AKS MCP entry point used to discover the exact AKS-specific tools exposed by the client	Discover the callable AKS tool first, then use that tool's parameters

Error Handling

Error / Symptom	Likely Cause	Remediation
MCP tool call fails or times out	Invalid credentials, subscription, or AKS context	Verify az login, confirm the active subscription context with az account show, and check the target resource group without echoing subscription identifiers back to the user
Quota exceeded	Regional vCPU or resource limits	Request quota increase or select different region/VM SKU
Networking conflict (IP exhaustion)	Pod subnet too small for overlay/CNI	Re-plan IP ranges; may require cluster recreation (Day-0)
Workload Identity not working	Missing OIDC issuer or federated credential	Enable --enable-oidc-issuer --enable-workload-identity, configure federated identity