# Azure Kubernetes Service

> Expert knowledge for Azure Kubernetes Service (AKS) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing AKS clusters, node pools/Fleet, service mesh/ingress, GPU/KEDA/AI workloads, or PCI-compliant setups, and other Azure Kubernetes Service (AKS) related development tasks. Not for Azure Container Apps (use azure-container-apps), Azure Container Instances (use azure-container-instances), Azure Red Hat OpenShift (use azure-redhat-openshift), Azure Virtual Machine Scale Sets (use azure-vm-scalesets).

- Skill: `majiayu000/azure-kubernetes-service` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/azure-kubernetes-service`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/azure-kubernetes-service/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/azure-kubernetes-service

---

# Azure Kubernetes Service (AKS) Skill

This skill provides expert guidance for Azure Kubernetes Service (AKS). Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

## How to Use This Skill

> **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file

> **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)

This skill requires **network access** to fetch documentation content:
- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.
- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.

## Category Index

| Category | Lines | Description |
|----------|-------|-------------|
| Troubleshooting | L37-L57 | Diagnosing and fixing AKS and Fleet issues: networking, DNS, GPU, kubelet logs, security, SNAT/UDP, upgrades, Windows containers, agent/CRD problems, and troubleshooting tools/logs. |
| Best Practices | L58-L104 | AKS best practices for reliability, security, cost, performance, networking, storage, upgrades, PCI, MLOps, GPUs, and large-scale operations, including Fleet and workload resiliency. |
| Decision Making | L105-L150 | Guidance for AKS design and migrations: choosing VM/node/network options, pricing and cost optimization, compliance (PCI), multi-cluster/Fleet patterns, and migrating between AKS features and platforms. |
| Architecture & Design Patterns | L151-L175 | Architectural patterns and reference designs for AKS: HA/DR (active-active/passive/cold), upgrades, multi-region/multi-cluster, networking/IP, PCI, AWS migration, and scaling with node pools/Fleet. |
| Limits & Quotas | L176-L194 | AKS limits, quotas, and performance: API lifecycles, supported versions, identity and node capacity, egress and load balancer scaling, Istio add-on limits, and regional/SKU availability. |
| Security | L195-L276 | Securing AKS clusters: identity/RBAC, network and API access, encryption, node hardening, image integrity, PCI/regulatory controls, and secure access to nodes and external services. |
| Configuration | L277-L433 | Configuring AKS clusters, networking, storage, autoscaling, node pools (incl. GPU/NAP), ingress/egress, service mesh, databases, costs, and multi-cluster/Fleet settings. |
| Integrations & Coding Patterns | L434-L456 | Patterns and how-tos for connecting AKS workloads to other services: KAITO/MCP agents, GPU/KEDA, Key Vault/CSI, Istio/OSM, monitoring, GitHub/Fleet automation, and external data stores. |
| Deployment | L457-L513 | Deploying and upgrading AKS clusters and workloads, including CI/CD, service meshes, KEDA, AI/ML and Ray, Wasm platforms, storage migration, and production-ready infrastructure setup. |

### Troubleshooting
| Topic | URL |
|-------|-----|
| Troubleshoot the AKS agentic CLI deployment modes | https://learn.microsoft.com/en-us/azure/aks/agentic-cli-for-aks-troubleshoot |
| Support and troubleshooting options for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/aks-support-help |
| Diagnose AKS network issues using Advanced Container Networking Services | https://learn.microsoft.com/en-us/azure/aks/container-network-observability-guide |
| Troubleshoot CoreDNS issues in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/coredns-troubleshoot |
| Use Kubernetes events to troubleshoot AKS clusters | https://learn.microsoft.com/en-us/azure/aks/events |
| Diagnose GPU node health with NPD in AKS | https://learn.microsoft.com/en-us/azure/aks/gpu-health-monitoring |
| Collect and view kubelet logs from AKS nodes | https://learn.microsoft.com/en-us/azure/aks/kubelet-logs |
| Diagnose and fix common Open Service Mesh add-on issues on AKS | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-troubleshoot |
| Investigate and remediate AKS security vulnerabilities | https://learn.microsoft.com/en-us/azure/aks/security-bulletins/overview |
| Troubleshoot SNAT port exhaustion for AKS load balancers | https://learn.microsoft.com/en-us/azure/aks/troubleshoot-source-network-address-translation |
| Troubleshoot UDP packet drops in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/troubleshoot-udp-packet-drops |
| Resolve common AKS cluster upgrade issues (FAQ) | https://learn.microsoft.com/en-us/azure/aks/upgrade-aks-faq |
| Windows Server containers on AKS FAQ and issues | https://learn.microsoft.com/en-us/azure/aks/windows-faq |
| Troubleshoot common Azure Kubernetes Fleet Manager issues (FAQ) | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/faq |
| Identify and migrate preview Azure Kubernetes Fleet CRDs to supported versions | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-migrate-preview-to-ga-fleets |
| Interpret ClusterResourcePlacement and ResourcePlacement status | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-understand-placement |
| Access and analyze Azure Kubernetes Fleet Manager agent logs | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/view-fleet-agent-logs |

### Best Practices
| Topic | URL |
|-------|-----|
| Enable Artifact Streaming in AKS to reduce image pull time | https://learn.microsoft.com/en-us/azure/aks/artifact-streaming |
| Apply AKS deployment and cluster reliability best practices | https://learn.microsoft.com/en-us/azure/aks/best-practices-app-cluster-reliability |
| Implement AKS cost optimization best practices | https://learn.microsoft.com/en-us/azure/aks/best-practices-cost |
| Apply GPU best practices on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/best-practices-gpu |
| MLOps best practices for AKS machine learning | https://learn.microsoft.com/en-us/azure/aks/best-practices-ml-ops |
| Apply proactive monitoring best practices for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/best-practices-monitoring-proactive |
| Optimize AKS performance and scaling for small to medium workloads | https://learn.microsoft.com/en-us/azure/aks/best-practices-performance-scale |
| Scale large AKS workloads with performance best practices | https://learn.microsoft.com/en-us/azure/aks/best-practices-performance-scale-large |
| Best practices for AKS ephemeral NVMe disks | https://learn.microsoft.com/en-us/azure/aks/best-practices-storage-nvme |
| Fine-tune language models for AKS workflows | https://learn.microsoft.com/en-us/azure/aks/concepts-fine-tune-language-models |
| Plan resource and security considerations for AKS pod sandboxing | https://learn.microsoft.com/en-us/azure/aks/considerations-pod-sandboxing |
| Enforce AKS deployment safeguards and checks | https://learn.microsoft.com/en-us/azure/aks/deployment-safeguards |
| Implement pod security best practices on AKS | https://learn.microsoft.com/en-us/azure/aks/developer-best-practices-pod-security |
| Optimize AKS workload resource management practices | https://learn.microsoft.com/en-us/azure/aks/developer-best-practices-resource-management |
| Use TCP keepalive to improve AKS network resilience | https://learn.microsoft.com/en-us/azure/aks/improve-network-fault-tolerance-in-aks-using-tcp-keepalive |
| Apply AKS network policy security best practices | https://learn.microsoft.com/en-us/azure/aks/network-policy-best-practices |
| Protect workloads with AKS node auto-drain | https://learn.microsoft.com/en-us/azure/aks/node-auto-drain |
| Plan node image updates for NAP in AKS | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-upgrade-image |
| Use AKS node auto-repair for unhealthy nodes | https://learn.microsoft.com/en-us/azure/aks/node-auto-repair |
| Operate cost-optimized AKS clusters at scale | https://learn.microsoft.com/en-us/azure/aks/operate-cost-optimized-scale |
| Use advanced scheduler features effectively in AKS | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-advanced-scheduler |
| Implement cluster isolation strategies in Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation |
| Apply AKS cluster security and upgrade best practices | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-security |
| Implement container image security best practices in AKS | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-container-image-management |
| Best practices for AKS authentication and authorization | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-identity |
| Apply AKS networking best practices for clusters | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-network |
| Apply basic scheduler best practices in AKS | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-scheduler |
| Apply AKS storage and backup operator best practices | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-storage |
| Protect data on AKS for PCI DSS compliance | https://learn.microsoft.com/en-us/azure/aks/pci-data |
| Apply PCI risk assessment and code practices on AKS | https://learn.microsoft.com/en-us/azure/aks/pci-ra-code-assets |
| Apply AKS zone-resilient cluster design patterns | https://learn.microsoft.com/en-us/azure/aks/reliability-zone-resiliency-recommendations |
| Load test and validate MongoDB resiliency on AKS | https://learn.microsoft.com/en-us/azure/aks/resiliency-mongodb-cluster |
| Validate MongoDB resiliency during AKS node pool upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-mongodb-cluster |
| Handle AKS Linux node reboots using kured | https://learn.microsoft.com/en-us/azure/aks/upgrade-node-image-kured |
| Upgrade AKS node pools and control plane safely | https://learn.microsoft.com/en-us/azure/aks/upgrade-node-pools |
| Follow best practices for AKS node OS version upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-os-version |
| Validate Valkey resiliency during AKS node pool upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-valkey-aks-nodepool |
| Validate and operate PostgreSQL HA deployments on AKS | https://learn.microsoft.com/en-us/azure/aks/validate-postgresql-ha |
| Load test and validate Valkey cluster resiliency on AKS | https://learn.microsoft.com/en-us/azure/aks/validate-valkey-cluster |
| Apply best practices for Windows containers on AKS | https://learn.microsoft.com/en-us/azure/aks/windows-best-practices |
| Control eviction and disruption budgets for Fleet Manager workloads | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-eviction-disruption |
| Detect and manage workload drift using Fleet Manager applyStrategy | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-placement-drift |
| Use whenToTakeOver to manage existing workloads in Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-placement-takeover |

### Decision Making
| Topic | URL |
|-------|-----|
| Plan and execute migration to Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/aks-migration |
| Choose VM sizes and generations for AKS workloads | https://learn.microsoft.com/en-us/azure/aks/aks-virtual-machine-sizes |
| Plan migration from AKS Availability Sets to VM node pools | https://learn.microsoft.com/en-us/azure/aks/availability-sets-on-aks |
| Choose between AKS and other Azure container services | https://learn.microsoft.com/en-us/azure/aks/compare-container-options-with-aks |
| Choose small vs large language models on AKS | https://learn.microsoft.com/en-us/azure/aks/concepts-ai-ml-language-models |
| Plan IP address allocation for Azure Kubernetes Service clusters | https://learn.microsoft.com/en-us/azure/aks/concepts-network-ip-address-planning |
| Use Azure Advisor recommendations for AKS cost | https://learn.microsoft.com/en-us/azure/aks/cost-advisors |
| Migrate from Dapr OSS to Dapr extension on AKS | https://learn.microsoft.com/en-us/azure/aks/dapr-migration |
| Compare AWS and Azure platforms for EDW workloads | https://learn.microsoft.com/en-us/azure/aks/eks-edw-understand |
| Understand AWS vs Azure differences for web apps | https://learn.microsoft.com/en-us/azure/aks/eks-web-understand |
| Plan migration off Flatcar Container Linux on AKS | https://learn.microsoft.com/en-us/azure/aks/flatcar-container-linux-for-aks |
| Select AKS Free, Standard, or Premium pricing tier | https://learn.microsoft.com/en-us/azure/aks/free-standard-pricing-tiers |
| Adopt and migrate to Gen2 VMs for AKS node pools | https://learn.microsoft.com/en-us/azure/aks/generation-2-vms |
| Understand support lifecycle and policies for AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-support-policy |
| Plan and execute migration from NPM to Cilium in AKS | https://learn.microsoft.com/en-us/azure/aks/migrate-from-npm-to-cilium-network-policy |
| Migrate from open source Istio to AKS Istio add-on using canary strategy | https://learn.microsoft.com/en-us/azure/aks/migration-from-open-source-istio-to-addon |
| Choose and manage AKS node images and Ubuntu support lifecycle | https://learn.microsoft.com/en-us/azure/aks/node-images |
| Map Open Service Mesh policies to Istio equivalents for migration | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-istio-migration-guidance |
| Choose strategies to optimize AKS usage and costs | https://learn.microsoft.com/en-us/azure/aks/optimize-aks-costs |
| Apply PCI customized approach controls in AKS | https://learn.microsoft.com/en-us/azure/aks/pci-customized-approach-guidance |
| Map AKS controls to PCI DSS 4.0.1 requirements | https://learn.microsoft.com/en-us/azure/aks/pci-requirement-mapping-matrix |
| Perform targeted PCI risk analysis for AKS workloads | https://learn.microsoft.com/en-us/azure/aks/pci-targeted-risk-analysis |
| Design application networking for Azure Kubernetes Service workloads | https://learn.microsoft.com/en-us/azure/aks/plan-application-networking |
| Choose control plane networking options for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/plan-control-plane-networking |
| Plan networking architecture for Azure Kubernetes Service workloads | https://learn.microsoft.com/en-us/azure/aks/plan-networking |
| Select node networking models for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/plan-node-networking |
| Plan pod networking strategies for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/plan-pod-networking |
| Roll back AKS node pool versions after failed upgrades | https://learn.microsoft.com/en-us/azure/aks/roll-back-node-pool-version |
| Choose and configure AKS scale-down mode | https://learn.microsoft.com/en-us/azure/aks/scale-down-mode |
| Add and use Azure Spot node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/spot-node-pool |
| Migrate AKS from Basic to Standard Load Balancer | https://learn.microsoft.com/en-us/azure/aks/upgrade-basic-load-balancer-on-aks |
| Choose appropriate AKS cluster upgrade options | https://learn.microsoft.com/en-us/azure/aks/upgrade-options |
| Select the right AKS upgrade scenario path | https://learn.microsoft.com/en-us/azure/aks/upgrade-scenarios-hub |
| Use Arm64 node pools in AKS for cost efficiency | https://learn.microsoft.com/en-us/azure/aks/use-arm64-vms |
| Decide and use Azure Linux node pools on AKS | https://learn.microsoft.com/en-us/azure/aks/use-azure-linux |
| Use capacity reservation groups with AKS node pools | https://learn.microsoft.com/en-us/azure/aks/use-capacity-reservation-groups |
| Use and migrate from Windows Server Annual Channel on AKS | https://learn.microsoft.com/en-us/azure/aks/windows-annual-channel |
| Plan Windows vs Linux container workloads on AKS | https://learn.microsoft.com/en-us/azure/aks/windows-vs-linux-containers |
| Choose the right Azure Kubernetes Fleet Manager configuration | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-choosing-fleet |
| Select Azure Kubernetes Fleet Manager member cluster types | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-member-cluster-types |
| Migrate Kubernetes update workflows from Terragrunt/Terraform to Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-migrate-updates-from-terraform |
| Upgrade Azure Kubernetes Fleet Manager from hubless to hubful | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/upgrade-hub-cluster-type |

### Architecture & Design Patterns
| Topic | URL |
|-------|-----|
| Active-active high availability pattern for AKS | https://learn.microsoft.com/en-us/azure/aks/active-active-solution |
| Active-passive disaster recovery pattern for AKS | https://learn.microsoft.com/en-us/azure/aks/active-passive-solution |
| Apply production upgrade patterns for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/aks-production-upgrade-strategies |
| Use blue-green node pool upgrade strategy in AKS | https://learn.microsoft.com/en-us/azure/aks/blue-green-node-pool-upgrade |
| Plan Azure CNI Overlay architecture and IP addressing in AKS | https://learn.microsoft.com/en-us/azure/aks/concepts-network-azure-cni-overlay |
| Replicate AWS EKS event-driven workflow on AKS | https://learn.microsoft.com/en-us/azure/aks/eks-edw-overview |
| Rearchitect AWS EDW workload for Azure AKS | https://learn.microsoft.com/en-us/azure/aks/eks-edw-rearchitect |
| Replicate AWS WAF-protected web app on AKS | https://learn.microsoft.com/en-us/azure/aks/eks-web-overview |
| Rearchitect AWS EKS web app and WAF for AKS | https://learn.microsoft.com/en-us/azure/aks/eks-web-rearchitect |
| Isolate AKS node pools with unique subnets | https://learn.microsoft.com/en-us/azure/aks/node-pool-unique-subnet |
| Passive-cold disaster recovery pattern for AKS | https://learn.microsoft.com/en-us/azure/aks/passive-cold-solution |
| Design AKS architecture for PCI DSS 4.0.1 workloads | https://learn.microsoft.com/en-us/azure/aks/pci-intro |
| Review summary of AKS PCI reference architecture | https://learn.microsoft.com/en-us/azure/aks/pci-summary |
| Use proximity placement groups to reduce AKS latency | https://learn.microsoft.com/en-us/azure/aks/reduce-latency-ppg |
| Multi-region AKS deployment models and trade-offs | https://learn.microsoft.com/en-us/azure/aks/reliability-multi-region-deployment-models |
| Use stateful workload upgrade patterns on AKS | https://learn.microsoft.com/en-us/azure/aks/stateful-workload-upgrades |
| Design and use system vs user node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/use-system-pools |
| Scale AKS workloads with virtual nodes and ACI | https://learn.microsoft.com/en-us/azure/aks/virtual-nodes |
| Design DNS-based multi-cluster load balancing with Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-dns-load-balancing |
| Implement multi-cluster layer-4 load balancing with Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-l4-load-balancing |
| Overview and scenarios for Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/overview |

### Limits & Quotas
| Topic | URL |
|-------|-----|
| Understand AKS preview API lifecycle and deprecation timing | https://learn.microsoft.com/en-us/azure/aks/concepts-preview-api-life-cycle |
| Configure static block allocation for Azure CNI Pod Subnet | https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni-static-block-allocation |
| AKS frequently asked questions and service limits | https://learn.microsoft.com/en-us/azure/aks/faq |
| Understand AKS identity binding limits and scale | https://learn.microsoft.com/en-us/azure/aks/identity-bindings-concepts |
| Compare latency impact across AKS Istio add-on versions | https://learn.microsoft.com/en-us/azure/aks/istio-latency |
| Understand Istio add-on performance, capacity, and scaling limits on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-scale |
| Use long-term support channels for AKS Kubernetes versions | https://learn.microsoft.com/en-us/azure/aks/long-term-support |
| Use NAT Gateway limits for AKS egress scaling | https://learn.microsoft.com/en-us/azure/aks/nat-gateway |
| Understand AKS node resource reservations and capacity | https://learn.microsoft.com/en-us/azure/aks/node-resource-reservations |
| AKS resource limits, quotas, SKUs, and region availability | https://learn.microsoft.com/en-us/azure/aks/quotas-skus-regions |
| AKS support policies and platform limitations | https://learn.microsoft.com/en-us/azure/aks/support-policies |
| Understand supported Kubernetes versions and lifecycles in AKS | https://learn.microsoft.com/en-us/azure/aks/supported-kubernetes-versions |
| Scale AKS with multiple Standard Load Balancers | https://learn.microsoft.com/en-us/azure/aks/use-multiple-standard-load-balancer |
| Kubernetes version support policy for Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-fleet-kubernetes-version-support |
| Understand lifecycle limits for Fleet Manager preview APIs | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-preview-api-lifecycle |

### Security
| Topic | URL |
|-------|-----|
| Use Conditional Access for AKS control plane and nodes | https://learn.microsoft.com/en-us/azure/aks/access-control-managed-azure-ad |
| Access private AKS clusters using command invoke and Run command | https://learn.microsoft.com/en-us/azure/aks/access-private-cluster |
| Set up RBAC permissions for AKS desktop users | https://learn.microsoft.com/en-us/azure/aks/aks-desktop-permissions |
| Secure AKS API server with authorized IP ranges | https://learn.microsoft.com/en-us/azure/aks/api-server-authorized-ip-ranges |
| Use service tags for AKS API authorized IP ranges | https://learn.microsoft.com/en-us/azure/aks/api-server-service-tags |
| Configure TLS for AKS Gateway API with Key Vault | https://learn.microsoft.com/en-us/azure/aks/app-routing-gateway-api-tls |
| Use Entra groups with Kubernetes RBAC in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-ad-rbac |
| Use customer-managed keys for AKS managed disks | https://learn.microsoft.com/en-us/azure/aks/azure-disk-customer-managed-keys |
| Manage AKS certificate rotation and autorotation | https://learn.microsoft.com/en-us/azure/aks/certificate-rotation |
| Harden AKS Azure Linux 2.0 nodes to CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-azure-linux |
| Harden AKS Azure Linux 3.0 nodes to CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-azure-linux-v3 |
| Apply CIS Kubernetes benchmark controls in AKS | https://learn.microsoft.com/en-us/azure/aks/cis-kubernetes |
| Align AKS Ubuntu node image with CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-ubuntu |
| Align AKS Windows node image with CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-windows |
| Configure secure ACR authentication for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/cluster-container-registry-integration |
| Control kubeconfig access using Azure RBAC for AKS | https://learn.microsoft.com/en-us/azure/aks/control-kubeconfig-access |
| Secure AKS Key Vault access with CSI identity options | https://learn.microsoft.com/en-us/azure/aks/csi-secrets-store-identity-access |
| Configure custom certificate authorities on AKS nodes | https://learn.microsoft.com/en-us/azure/aks/custom-certificate-authority |
| Enable AKS-managed Microsoft Entra integration | https://learn.microsoft.com/en-us/azure/aks/enable-authentication-microsoft-entra-id |
| Create FIPS-compliant node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/enable-fips-nodes |
| Enable host-based encryption for AKS node VMs | https://learn.microsoft.com/en-us/azure/aks/enable-host-encryption |
| Configure external identity providers for AKS structured authentication | https://learn.microsoft.com/en-us/azure/aks/external-identity-provider-authentication-configure |
| Understand AKS structured authentication with external IdPs | https://learn.microsoft.com/en-us/azure/aks/external-identity-provider-authentication-overview |
| Set up identity bindings for AKS workload identity | https://learn.microsoft.com/en-us/azure/aks/identity-bindings |
| Validate signed container images with AKS Image Integrity | https://learn.microsoft.com/en-us/azure/aks/image-integrity |
| Restrict AKS pod access to IMDS endpoint | https://learn.microsoft.com/en-us/azure/aks/imds-restriction |
| Enable Istio CNI for secure Istio add-on workloads on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-cni |
| Plug external CA certificates into AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-plugin-ca |
| Configure HTTPS and mTLS secure ingress gateways for AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-secure-gateway |
| Secure KEDA-based autoscaling on AKS with workload identity | https://learn.microsoft.com/en-us/azure/aks/keda-workload-identity |
| Enable KMS data encryption for AKS secrets | https://learn.microsoft.com/en-us/azure/aks/kms-data-encryption |
| Authenticate to AKS using kubelogin and Entra ID | https://learn.microsoft.com/en-us/azure/aks/kubelogin-authentication |
| Use Microsoft Entra service principals with AKS | https://learn.microsoft.com/en-us/azure/aks/kubernetes-service-principal |
| Configure Azure RBAC for Kubernetes authorization in AKS | https://learn.microsoft.com/en-us/azure/aks/manage-azure-rbac |
| Manage AKS local accounts with Entra integration | https://learn.microsoft.com/en-us/azure/aks/manage-local-accounts-managed-azure-ad |
| Configure and manage SSH access to AKS nodes | https://learn.microsoft.com/en-us/azure/aks/manage-ssh-node-access |
| Securely connect to AKS cluster nodes for maintenance | https://learn.microsoft.com/en-us/azure/aks/node-access |
| Configure networking and RBAC for NAP-enabled AKS clusters | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-networking |
| Lock down AKS node resource groups with deny assignments | https://learn.microsoft.com/en-us/azure/aks/node-resource-group-lockdown |
| Secure AKS access to Azure OpenAI with Entra | https://learn.microsoft.com/en-us/azure/aks/open-ai-secure-access-quickstart |
| Implement anti-phishing controls for AKS PCI access | https://learn.microsoft.com/en-us/azure/aks/pci-anti-phishing-social-engineering |
| Set up continuous security monitoring for AKS PCI | https://learn.microsoft.com/en-us/azure/aks/pci-continuous-security-monitoring |
| Manage cryptography and keys on AKS for PCI DSS | https://learn.microsoft.com/en-us/azure/aks/pci-cryptography-key-management |
| Implement enhanced MFA for AKS PCI environments | https://learn.microsoft.com/en-us/azure/aks/pci-enhanced-mfa-implementation |
| Configure PCI-compliant identity and access for AKS | https://learn.microsoft.com/en-us/azure/aks/pci-identity |
| Deploy malware protection for PCI workloads on AKS | https://learn.microsoft.com/en-us/azure/aks/pci-malware |
| Configure PCI-compliant monitoring and logging on AKS | https://learn.microsoft.com/en-us/azure/aks/pci-monitor |
| Implement PCI-compliant network security for AKS | https://learn.microsoft.com/en-us/azure/aks/pci-network |
| Define security policies for PCI-regulated AKS clusters | https://learn.microsoft.com/en-us/azure/aks/pci-policy |
| Plan security awareness training for AKS PCI teams | https://learn.microsoft.com/en-us/azure/aks/pci-security-awareness-training |
| Secure third-party and supply chain for AKS PCI | https://learn.microsoft.com/en-us/azure/aks/pci-third-party-supply-chain-security |
| Use built-in Azure Policy definitions for AKS | https://learn.microsoft.com/en-us/azure/aks/policy-reference |
| Configure network access paths to private AKS clusters | https://learn.microsoft.com/en-us/azure/aks/private-cluster-connect |
| Create and configure private AKS clusters with Private Link | https://learn.microsoft.com/en-us/azure/aks/private-clusters |
| Configure PIM-based just-in-time access to AKS | https://learn.microsoft.com/en-us/azure/aks/privileged-identity-management |
| RDP and SSH access to AKS Windows nodes | https://learn.microsoft.com/en-us/azure/aks/rdp |
| Harden AKS containers with namespaces, AppArmor, seccomp | https://learn.microsoft.com/en-us/azure/aks/secure-container-access |
| Use Azure Policy regulatory controls for AKS | https://learn.microsoft.com/en-us/azure/aks/security-controls-policy |
| Configure Trusted Access for secure AKS API access | https://learn.microsoft.com/en-us/azure/aks/trusted-access-feature |
| Rotate AKS service principal and Entra credentials | https://learn.microsoft.com/en-us/azure/aks/update-credentials |
| Update Key Vault mode for AKS KMS etcd | https://learn.microsoft.com/en-us/azure/aks/update-kms-key-vault |
| Use Entra pod-managed identities in AKS | https://learn.microsoft.com/en-us/azure/aks/use-azure-ad-pod-identity |
| Secure AKS clusters using Azure Policy add-on | https://learn.microsoft.com/en-us/azure/aks/use-azure-policy |
| Run AKS workloads on Confidential VMs | https://learn.microsoft.com/en-us/azure/aks/use-cvm |
| Enable GMSA for Windows pods on AKS | https://learn.microsoft.com/en-us/azure/aks/use-group-managed-service-accounts |
| Configure legacy KMS etcd encryption in AKS | https://learn.microsoft.com/en-us/azure/aks/use-kms-etcd-encryption |
| Configure managed identities and kubelet identity in AKS | https://learn.microsoft.com/en-us/azure/aks/use-managed-identity |
| Secure AKS pod traffic with network policies | https://learn.microsoft.com/en-us/azure/aks/use-network-policies |
| Configure OIDC issuer and provider for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/use-oidc-issuer |
| Deploy and use pod sandboxing in AKS | https://learn.microsoft.com/en-us/azure/aks/use-pod-sandboxing |
| Enable Trusted Launch security for AKS nodes | https://learn.microsoft.com/en-us/azure/aks/use-trusted-launch |
| Configure cross-tenant workload identity for AKS | https://learn.microsoft.com/en-us/azure/aks/workload-identity-cross-tenant |
| Deploy AKS cluster configured for Entra Workload ID | https://learn.microsoft.com/en-us/azure/aks/workload-identity-deploy-cluster |
| Migrate AKS pods from pod identity to Workload ID | https://learn.microsoft.com/en-us/azure/aks/workload-identity-migrate-from-pod-identity |
| Use Microsoft Entra Workload ID with AKS workloads | https://learn.microsoft.com/en-us/azure/aks/workload-identity-overview |
| Configure Azure RBAC roles for Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-rbac |
| Use managed identities securely with Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/use-managed-identity |
| Configure legacy Entra integration for AKS via CLI | https://learn.microsoft.com/en-us/previous-versions/azure/aks/azure-ad-integration-cli |

### Configuration
| Topic | URL |
|-------|-----|
| Install and configure the agentic CLI for AKS | https://learn.microsoft.com/en-us/azure/aks/agentic-cli-for-aks-install |
| Monitor AI inference metrics on AKS with KAITO | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator-monitoring |
| Create infrastructure for Apache Airflow on AKS | https://learn.microsoft.com/en-us/azure/aks/airflow-create-infrastructure |
| Configure storage and secrets to deploy Airflow on AKS with Helm | https://learn.microsoft.com/en-us/azure/aks/airflow-deploy |
| Configure AKS Communication Manager for maintenance notifications | https://learn.microsoft.com/en-us/azure/aks/aks-communication-manager |
| Manage AKS component versioning and patching strategy | https://learn.microsoft.com/en-us/azure/aks/aks-component-versioning |
| Configure AKS-managed GPU node pools | https://learn.microsoft.com/en-us/azure/aks/aks-managed-gpu-nodes |
| Configure AKS API Server VNet Integration | https://learn.microsoft.com/en-us/azure/aks/api-server-vnet-integration |
| Set up custom domains and SSL for AKS application routing | https://learn.microsoft.com/en-us/azure/aks/app-routing-dns-ssl |
| Configure multiple NGINX ingress controllers and annotations in AKS | https://learn.microsoft.com/en-us/azure/aks/app-routing-nginx-configuration |
| Monitor AKS NGINX ingress metrics with Prometheus | https://learn.microsoft.com/en-us/azure/aks/app-routing-nginx-prometheus |
| Install and manage Azure App Configuration extension on AKS | https://learn.microsoft.com/en-us/azure/aks/azure-app-configuration |
| Configure AKS workloads with App Configuration provider | https://learn.microsoft.com/en-us/azure/aks/azure-app-configuration-quickstart |
| Tune Azure App Configuration extension settings for AKS | https://learn.microsoft.com/en-us/azure/aks/azure-app-configuration-settings |
| Configure Azure CNI Overlay networking in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-cni-overlay |
| Expand pod CIDR space for Azure CNI Overlay in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-cni-overlay-pod-expand |
| Configure Azure CNI Powered by Cilium in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-cni-powered-by-cilium |
| Configure Azure NetApp Files for AKS pods | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files |
| Provision Azure NetApp Files dual-protocol volumes | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files-dual-protocol |
| Provision Azure NetApp Files NFS volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files-nfs |
| Provision Azure NetApp Files SMB volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files-smb |
| Create and mount Linux NFS server volumes in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-nfs-volume |
| Configure and use cluster autoscaler on AKS | https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler |
| Manage AKS cluster extensions lifecycle via ARM | https://learn.microsoft.com/en-us/azure/aks/cluster-extensions |
| Configure scheduler profiles and plugins in AKS | https://learn.microsoft.com/en-us/azure/aks/configure-aks-scheduler |
| Configure Azure CNI networking for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni |
| Configure Azure CNI Pod Subnet dynamic IP allocation | https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni-dynamic-ip-allocation |
| Configure dual-stack IPv4/IPv6 networking in AKS | https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack |
| Configure dual-stack IPv4/IPv6 networking in AKS | https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack |
| Configure kube-proxy backends on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/configure-kube-proxy |
| Configure kubenet networking for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/configure-kubenet |
| Configure Standard Load Balancer settings for AKS | https://learn.microsoft.com/en-us/azure/aks/configure-load-balancer-standard |
| Configure AKS scheduler profiles for node bin packing | https://learn.microsoft.com/en-us/azure/aks/configure-node-binpack-scheduler |
| Configure static egress gateway for AKS outbound IPs | https://learn.microsoft.com/en-us/azure/aks/configure-static-egress-gateway |
| Set up container network observability with Prometheus and Grafana | https://learn.microsoft.com/en-us/azure/aks/container-network-observability-how-to |
| Configure container network logs and component renaming in AKS | https://learn.microsoft.com/en-us/azure/aks/container-network-observability-logs |
| Configure Cilium mTLS encryption on AKS with ACNS | https://learn.microsoft.com/en-us/azure/aks/container-network-security-cilium-mutual-tls-how-to |
| Configure Azure Monitor for AKS control plane metrics | https://learn.microsoft.com/en-us/azure/aks/control-plane-metrics-monitor |
| Configure CoreDNS autoscaling settings in AKS | https://learn.microsoft.com/en-us/azure/aks/coredns-autoscale |
| Customize CoreDNS behavior in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/coredns-custom |
| Configure AKS cost analysis for granular allocation | https://learn.microsoft.com/en-us/azure/aks/cost-analysis |
| Monitor and reduce AKS idle costs with cost analysis | https://learn.microsoft.com/en-us/azure/aks/cost-analysis-idle-costs |
| Create Azure infrastructure for MongoDB on AKS | https://learn.microsoft.com/en-us/azure/aks/create-mongodb-infrastructure |
| Configure internal NGINX ingress with private DNS for AKS | https://learn.microsoft.com/en-us/azure/aks/create-nginx-ingress-private-controller |
| Create and manage AKS node pools via agentPool API | https://learn.microsoft.com/en-us/azure/aks/create-node-pools |
| Create infrastructure for HA PostgreSQL on AKS with CloudNativePG | https://learn.microsoft.com/en-us/azure/aks/create-postgresql-ha |
| Create Azure infrastructure for Valkey clusters on AKS | https://learn.microsoft.com/en-us/azure/aks/create-valkey-infrastructure |
| Configure Azure Blob storage volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/create-volume-azure-blob-storage |
| Configure Azure Disk persistent volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/create-volume-azure-disk |
| Configure Azure Files persistent volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/create-volume-azure-files |
| Configure Azure Key Vault CSI provider options on AKS | https://learn.microsoft.com/en-us/azure/aks/csi-secrets-store-configuration-options |
| Configure CSI storage drivers for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/csi-storage-drivers |
| Customize AKS node OS and kubelet configuration | https://learn.microsoft.com/en-us/azure/aks/custom-node-configuration |
| Customize resource configuration for AKS managed add-ons | https://learn.microsoft.com/en-us/azure/aks/customize-resource-configuration |
| Configure Dapr extension settings on AKS and Arc | https://learn.microsoft.com/en-us/azure/aks/dapr-settings |
| Delete AKS node pools and understand side effects | https://learn.microsoft.com/en-us/azure/aks/delete-node-pool |
| Schedule and deploy batch jobs with Kueue on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-batch-jobs-with-kueue |
| Deploy and manage AKS cluster extensions with Azure CLI | https://learn.microsoft.com/en-us/azure/aks/deploy-extensions-az-cli |
| Configure and deploy a MongoDB cluster on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-mongodb-cluster |
| Deploy a highly available PostgreSQL database on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-postgresql-ha |
| Configure and deploy a Valkey cluster on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-valkey-cluster |
| Customize AKS egress using outbound types | https://learn.microsoft.com/en-us/azure/aks/egress-outboundtype |
| Configure AKS egress with user-defined routes | https://learn.microsoft.com/en-us/azure/aks/egress-udr |
| Create infrastructure for highly available GitHub Actions on AKS with Azure Files | https://learn.microsoft.com/en-us/azure/aks/github-actions-azure-files-create-infrastructure |
| Create multi-instance GPU node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/gpu-multi-instance |
| Configure FQDN filtering policies with ACNS on 

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