{"id":"2a0cbde7-9d86-4b0b-94fe-6d82833196ae","shortId":"m6UKcP","kind":"skill","title":"azure-kubernetes-service","tagline":"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 designing AKS clusters wi","description":"# Azure Kubernetes Service (AKS) Skill\n\nThis 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.\n\n## How to Use This Skill\n\n> **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\n\n> **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)\n\nThis skill requires **network access** to fetch documentation content:\n- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.\n- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.\n\n## Category Index\n\n| Category | Lines | Description |\n|----------|-------|-------------|\n| Troubleshooting | L37-L57 | Diagnosing and fixing AKS cluster issues: networking, DNS, kubelet, GPUs, security/vulns, upgrades, Windows nodes, Fleet CRDs, and agent/log-based troubleshooting. |\n| Best Practices | L58-L102 | AKS reliability, performance, security, and cost best practices: cluster design, upgrades, networking, storage, scheduling, GPU/ML, PCI, and workload resiliency patterns. |\n| Decision Making | L103-L149 | Guidance for planning, choosing, and migrating AKS architectures: VM/node pools, networking, upgrades, pricing, cost optimization, PCI, multi‑cloud comparisons, and Fleet Manager workflows. |\n| Architecture & Design Patterns | L150-L174 | Designing AKS architectures: HA/DR patterns, multi-region and PCI designs, upgrade/rollout strategies, node pool/network isolation, virtual nodes, and Fleet-based multi-cluster management. |\n| Limits & Quotas | L175-L197 | AKS limits, quotas, SLAs, and lifecycle: node/pod/identity caps, CNI/NAT/load balancer scaling, Istio performance, version support/LTS, Fleet limits, and platform support constraints. |\n| Security | L198-L281 | Securing AKS clusters: identity and access (Entra, RBAC, workload identity), network and node hardening, encryption, policies, PCI compliance, and secure integrations with other Azure services. |\n| Configuration | L282-L434 | Configuring AKS clusters and fleets: networking, ingress/egress, storage, GPUs, autoscaling, cost/monitoring, security, add-ons (Istio, Dapr, ACNS), and infrastructure for common data/AI workloads. |\n| Integrations & Coding Patterns | L435-L459 | Patterns and how-tos for integrating AKS with AI agents, KAITO, storage, security (Key Vault/CSI), GPUs, monitoring, GitOps/Fleet, and external Azure/OSS services and tools. |\n| Deployment | L460-L514 | Deploying and upgrading AKS clusters and apps, including CI/CD, service meshes, autoscaling, storage/migration, AI/ML and Wasm workloads, and production-ready infrastructure setup. |\n\n### Troubleshooting\n| Topic | URL |\n|-------|-----|\n| Diagnose and fix common Agentic CLI for AKS issues | https://learn.microsoft.com/en-us/azure/aks/agentic-cli-for-aks-troubleshoot |\n| Support and troubleshooting options for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/aks-support-help |\n| Diagnose AKS network issues using Advanced Container Networking Services | https://learn.microsoft.com/en-us/azure/aks/container-network-observability-guide |\n| Troubleshoot CoreDNS issues in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/coredns-troubleshoot |\n| Use Kubernetes events to troubleshoot AKS clusters | https://learn.microsoft.com/en-us/azure/aks/events |\n| Diagnose GPU node health with NPD in AKS | https://learn.microsoft.com/en-us/azure/aks/gpu-health-monitoring |\n| Collect and view kubelet logs from AKS nodes | https://learn.microsoft.com/en-us/azure/aks/kubelet-logs |\n| Diagnose and fix common Open Service Mesh add-on issues on AKS | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-troubleshoot |\n| AKS security bulletins and vulnerability troubleshooting | https://learn.microsoft.com/en-us/azure/aks/security-bulletins/overview |\n| Troubleshoot Container Network Insights Agent issues on AKS | https://learn.microsoft.com/en-us/azure/aks/troubleshoot-container-network-insights-agent |\n| Troubleshoot SNAT port exhaustion for AKS load balancers | https://learn.microsoft.com/en-us/azure/aks/troubleshoot-source-network-address-translation |\n| Troubleshoot UDP packet drops in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/troubleshoot-udp-packet-drops |\n| Resolve common AKS cluster upgrade issues (FAQ) | https://learn.microsoft.com/en-us/azure/aks/upgrade-aks-faq |\n| Windows Server containers on AKS FAQ and issues | https://learn.microsoft.com/en-us/azure/aks/windows-faq |\n| 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 |\n| Interpret ClusterResourcePlacement and ResourcePlacement status | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-understand-placement |\n| Access and analyze Azure Kubernetes Fleet Manager agent logs | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/view-fleet-agent-logs |\n\n### Best Practices\n| Topic | URL |\n|-------|-----|\n| Enable Artifact Streaming in AKS to reduce image pull time | https://learn.microsoft.com/en-us/azure/aks/artifact-streaming |\n| Apply AKS deployment and cluster reliability best practices | https://learn.microsoft.com/en-us/azure/aks/best-practices-app-cluster-reliability |\n| Implement AKS cost optimization best practices | https://learn.microsoft.com/en-us/azure/aks/best-practices-cost |\n| Apply GPU best practices on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/best-practices-gpu |\n| MLOps best practices for AKS machine learning | https://learn.microsoft.com/en-us/azure/aks/best-practices-ml-ops |\n| Apply proactive monitoring best practices for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/best-practices-monitoring-proactive |\n| Optimize AKS performance and scaling for small to medium workloads | https://learn.microsoft.com/en-us/azure/aks/best-practices-performance-scale |\n| Optimize performance and scaling for large AKS workloads | https://learn.microsoft.com/en-us/azure/aks/best-practices-performance-scale-large |\n| Best practices for AKS ephemeral NVMe disks | https://learn.microsoft.com/en-us/azure/aks/best-practices-storage-nvme |\n| Plan resource and security considerations for AKS pod sandboxing | https://learn.microsoft.com/en-us/azure/aks/considerations-pod-sandboxing |\n| Enforce AKS deployment safeguards and checks | https://learn.microsoft.com/en-us/azure/aks/deployment-safeguards |\n| Implement pod security best practices on AKS | https://learn.microsoft.com/en-us/azure/aks/developer-best-practices-pod-security |\n| Optimize AKS workload resource management practices | https://learn.microsoft.com/en-us/azure/aks/developer-best-practices-resource-management |\n| 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 |\n| Apply AKS network policy security best practices | https://learn.microsoft.com/en-us/azure/aks/network-policy-best-practices |\n| Protect workloads with AKS node auto-drain | https://learn.microsoft.com/en-us/azure/aks/node-auto-drain |\n| Plan node image updates for NAP in AKS | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-upgrade-image |\n| Use AKS node auto-repair for unhealthy nodes | https://learn.microsoft.com/en-us/azure/aks/node-auto-repair |\n| Operate cost-optimized AKS clusters at scale | https://learn.microsoft.com/en-us/azure/aks/operate-cost-optimized-scale |\n| Use advanced scheduler features effectively in AKS | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-advanced-scheduler |\n| Implement cluster isolation strategies in Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation |\n| Apply AKS cluster security and upgrade best practices | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-security |\n| Implement container image security best practices in AKS | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-container-image-management |\n| Best practices for AKS authentication and authorization | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-identity |\n| Apply AKS network configuration best practices | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-network |\n| Apply basic scheduler best practices in AKS | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-scheduler |\n| Apply AKS storage and backup operator best practices | https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-storage |\n| Protect data on AKS for PCI DSS compliance | https://learn.microsoft.com/en-us/azure/aks/pci-data |\n| Apply PCI risk assessment and code practices on AKS | https://learn.microsoft.com/en-us/azure/aks/pci-ra-code-assets |\n| Apply AKS zone-resilient cluster design patterns | https://learn.microsoft.com/en-us/azure/aks/reliability-zone-resiliency-recommendations |\n| Load test and validate MongoDB resiliency on AKS | https://learn.microsoft.com/en-us/azure/aks/resiliency-mongodb-cluster |\n| Use AKS node pool version rollback safely | https://learn.microsoft.com/en-us/azure/aks/roll-back-node-pool-version |\n| Validate MongoDB resiliency during AKS node pool upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-mongodb-cluster |\n| Handle AKS Linux node reboots using kured | https://learn.microsoft.com/en-us/azure/aks/upgrade-node-image-kured |\n| Upgrade AKS node pools and control plane safely | https://learn.microsoft.com/en-us/azure/aks/upgrade-node-pools |\n| Follow best practices for AKS node OS version upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-os-version |\n| Validate Valkey resiliency during AKS node pool upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-valkey-aks-nodepool |\n| Validate and operate PostgreSQL HA deployments on AKS | https://learn.microsoft.com/en-us/azure/aks/validate-postgresql-ha |\n| Load test and validate Valkey cluster resiliency on AKS | https://learn.microsoft.com/en-us/azure/aks/validate-valkey-cluster |\n| Apply best practices for Windows containers on AKS | https://learn.microsoft.com/en-us/azure/aks/windows-best-practices |\n| Control eviction and disruption budgets for Fleet Manager workloads | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-eviction-disruption |\n\n### Decision Making\n| Topic | URL |\n|-------|-----|\n| Plan and execute migration to Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/aks-migration |\n| Choose VM sizes and generations for AKS workloads | https://learn.microsoft.com/en-us/azure/aks/aks-virtual-machine-sizes |\n| Migrate AKS clusters from Availability Sets to VM node pools | https://learn.microsoft.com/en-us/azure/aks/availability-sets-on-aks |\n| Choose between AKS and other Azure container services | https://learn.microsoft.com/en-us/azure/aks/compare-container-options-with-aks |\n| Choose small vs large language models on AKS | https://learn.microsoft.com/en-us/azure/aks/concepts-ai-ml-language-models |\n| Plan IP address space for Azure AKS clusters | https://learn.microsoft.com/en-us/azure/aks/concepts-network-ip-address-planning |\n| Choose and understand legacy CNI options in Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/concepts-network-legacy-cni |\n| Use Azure Advisor recommendations for AKS cost | https://learn.microsoft.com/en-us/azure/aks/cost-advisors |\n| Migrate from Dapr OSS to Dapr extension on AKS | https://learn.microsoft.com/en-us/azure/aks/dapr-migration |\n| Compare AWS and Azure platforms for EDW workloads | https://learn.microsoft.com/en-us/azure/aks/eks-edw-understand |\n| Understand AWS vs Azure differences for web apps | https://learn.microsoft.com/en-us/azure/aks/eks-web-understand |\n| Plan migration off Flatcar Container Linux on AKS | https://learn.microsoft.com/en-us/azure/aks/flatcar-container-linux-for-aks |\n| Select AKS Free, Standard, or Premium pricing tier | https://learn.microsoft.com/en-us/azure/aks/free-standard-pricing-tiers |\n| Adopt and migrate to Gen2 VMs for AKS node pools | https://learn.microsoft.com/en-us/azure/aks/generation-2-vms |\n| Understand support lifecycle and policies for AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-support-policy |\n| 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 |\n| 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 |\n| Choose and manage AKS node OS images | https://learn.microsoft.com/en-us/azure/aks/node-images |\n| Map Open Service Mesh policies to Istio equivalents for migration | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-istio-migration-guidance |\n| Choose strategies to optimize AKS usage and costs | https://learn.microsoft.com/en-us/azure/aks/optimize-aks-costs |\n| Apply PCI customized approach controls in AKS | https://learn.microsoft.com/en-us/azure/aks/pci-customized-approach-guidance |\n| Map AKS controls to PCI DSS 4.0.1 requirements | https://learn.microsoft.com/en-us/azure/aks/pci-requirement-mapping-matrix |\n| Perform targeted PCI risk analysis for AKS workloads | https://learn.microsoft.com/en-us/azure/aks/pci-targeted-risk-analysis |\n| Design application networking for Azure Kubernetes Service workloads | https://learn.microsoft.com/en-us/azure/aks/plan-application-networking |\n| Choose control plane networking options for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/plan-control-plane-networking |\n| Plan networking architecture for Azure Kubernetes Service workloads | https://learn.microsoft.com/en-us/azure/aks/plan-networking |\n| Select node networking models for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/plan-node-networking |\n| Plan pod networking strategies for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/plan-pod-networking |\n| Choose and configure AKS scale-down mode | https://learn.microsoft.com/en-us/azure/aks/scale-down-mode |\n| Add and use Azure Spot node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/spot-node-pool |\n| Migrate AKS from Basic to Standard Load Balancer | https://learn.microsoft.com/en-us/azure/aks/upgrade-basic-load-balancer-on-aks |\n| Choose appropriate AKS cluster upgrade options | https://learn.microsoft.com/en-us/azure/aks/upgrade-options |\n| Select the right AKS upgrade scenario path | https://learn.microsoft.com/en-us/azure/aks/upgrade-scenarios-hub |\n| Use Arm64 node pools in AKS for cost efficiency | https://learn.microsoft.com/en-us/azure/aks/use-arm64-vms |\n| Decide and use Azure Linux node pools on AKS | https://learn.microsoft.com/en-us/azure/aks/use-azure-linux |\n| Use capacity reservation groups with AKS node pools | https://learn.microsoft.com/en-us/azure/aks/use-capacity-reservation-groups |\n| Choose and use AKS Virtual Machines node pools | https://learn.microsoft.com/en-us/azure/aks/virtual-machines-node-pools |\n| Use and migrate from Windows Server Annual Channel on AKS | https://learn.microsoft.com/en-us/azure/aks/windows-annual-channel |\n| Plan Windows vs Linux container workloads on AKS | https://learn.microsoft.com/en-us/azure/aks/windows-vs-linux-containers |\n| Choose the right Azure Kubernetes Fleet Manager configuration | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-choosing-fleet |\n| Select Azure Kubernetes Fleet Manager member cluster types | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-member-cluster-types |\n| 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 |\n| Upgrade Azure Kubernetes Fleet Manager from hubless to hubful | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/upgrade-hub-cluster-type |\n\n### Architecture & Design Patterns\n| Topic | URL |\n|-------|-----|\n| Active-active high availability pattern for AKS | https://learn.microsoft.com/en-us/azure/aks/active-active-solution |\n| Active-passive disaster recovery pattern for AKS | https://learn.microsoft.com/en-us/azure/aks/active-passive-solution |\n| Apply production upgrade patterns for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/aks-production-upgrade-strategies |\n| Use blue-green node pool upgrade strategy in AKS | https://learn.microsoft.com/en-us/azure/aks/blue-green-node-pool-upgrade |\n| Replicate AWS EKS event-driven workflow on AKS | https://learn.microsoft.com/en-us/azure/aks/eks-edw-overview |\n| Rearchitect AWS EDW workload for Azure AKS | https://learn.microsoft.com/en-us/azure/aks/eks-edw-rearchitect |\n| Replicate AWS WAF-protected web app on AKS | https://learn.microsoft.com/en-us/azure/aks/eks-web-overview |\n| Rearchitect AWS EKS web app and WAF for AKS | https://learn.microsoft.com/en-us/azure/aks/eks-web-rearchitect |\n| Isolate AKS node pools with unique subnets | https://learn.microsoft.com/en-us/azure/aks/node-pool-unique-subnet |\n| Passive-cold disaster recovery pattern for AKS | https://learn.microsoft.com/en-us/azure/aks/passive-cold-solution |\n| Design AKS architecture for PCI DSS 4.0.1 workloads | https://learn.microsoft.com/en-us/azure/aks/pci-intro |\n| Review summary of AKS PCI reference architecture | https://learn.microsoft.com/en-us/azure/aks/pci-summary |\n| Use proximity placement groups to reduce AKS latency | https://learn.microsoft.com/en-us/azure/aks/reduce-latency-ppg |\n| Multi-region AKS deployment models and trade-offs | https://learn.microsoft.com/en-us/azure/aks/reliability-multi-region-deployment-models |\n| Use stateful workload upgrade patterns on AKS | https://learn.microsoft.com/en-us/azure/aks/stateful-workload-upgrades |\n| Design and use system vs user node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/use-system-pools |\n| Scale AKS workloads with virtual nodes and ACI | https://learn.microsoft.com/en-us/azure/aks/virtual-nodes |\n| Manage workload drift with Fleet applyStrategy | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-placement-drift |\n| Control Fleet takeover of existing workloads | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-placement-takeover |\n| Design rollout strategies for Fleet resource placement | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-rollout-strategy |\n| Overview and scenarios for Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/overview |\n\n### Limits & Quotas\n| Topic | URL |\n|-------|-----|\n| Create AKS Automatic cluster in custom VNet with SLA | https://learn.microsoft.com/en-us/azure/aks/automatic/quick-automatic-custom-network |\n| Use AKS Automatic pod readiness SLA guarantees | https://learn.microsoft.com/en-us/azure/aks/automatic/quick-automatic-managed-network |\n| Create private AKS Automatic cluster with readiness SLA | https://learn.microsoft.com/en-us/azure/aks/automatic/quick-automatic-private-custom-network |\n| Understand AKS preview API lifecycle and deprecation timing | https://learn.microsoft.com/en-us/azure/aks/concepts-preview-api-life-cycle |\n| Configure static block allocation for Azure CNI Pod Subnet | https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni-static-block-allocation |\n| AKS FAQ with node, pod, and quota limits | https://learn.microsoft.com/en-us/azure/aks/faq |\n| Understand AKS identity binding limits and scale | https://learn.microsoft.com/en-us/azure/aks/identity-bindings-concepts |\n| Compare latency impact across AKS Istio add-on versions | https://learn.microsoft.com/en-us/azure/aks/istio-latency |\n| Understand Istio add-on performance, capacity, and scaling limits on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-scale |\n| Use long-term support channels for AKS Kubernetes versions | https://learn.microsoft.com/en-us/azure/aks/long-term-support |\n| Understand AKS NAT gateway outbound flow limits | https://learn.microsoft.com/en-us/azure/aks/nat-gateway |\n| Understand AKS node resource reservations and capacity | https://learn.microsoft.com/en-us/azure/aks/node-resource-reservations |\n| AKS resource limits, quotas, SKUs, and region availability | https://learn.microsoft.com/en-us/azure/aks/quotas-skus-regions |\n| AKS support policies and platform limitations | https://learn.microsoft.com/en-us/azure/aks/support-policies |\n| AKS supported Kubernetes versions and lifecycle rules | https://learn.microsoft.com/en-us/azure/aks/supported-kubernetes-versions |\n| Scale AKS with multiple Standard Load Balancers | https://learn.microsoft.com/en-us/azure/aks/use-multiple-standard-load-balancer |\n| Kubernetes version support policy for Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-fleet-kubernetes-version-support |\n| Use Fleet placement snapshots and history limits | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-placement-snapshots |\n| Understand lifecycle limits for Fleet Manager preview APIs | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-preview-api-lifecycle |\n\n### Security\n| Topic | URL |\n|-------|-----|\n| Use Conditional Access for AKS control plane and nodes | https://learn.microsoft.com/en-us/azure/aks/access-control-managed-azure-ad |\n| Access private AKS clusters using command invoke and Run command | https://learn.microsoft.com/en-us/azure/aks/access-private-cluster |\n| Configure service account and workload identity for Agentic CLI | https://learn.microsoft.com/en-us/azure/aks/agentic-cli-for-aks-service-account-workload-identity-setup |\n| Set up RBAC permissions for AKS desktop users | https://learn.microsoft.com/en-us/azure/aks/aks-desktop-permissions |\n| Secure AKS API server with authorized IP ranges | https://learn.microsoft.com/en-us/azure/aks/api-server-authorized-ip-ranges |\n| Use service tags for AKS API authorized IP ranges | https://learn.microsoft.com/en-us/azure/aks/api-server-service-tags |\n| Configure TLS for AKS Gateway API with Key Vault | https://learn.microsoft.com/en-us/azure/aks/app-routing-gateway-api-tls |\n| Use Entra groups with Kubernetes RBAC in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-ad-rbac |\n| Configure customer-managed disk encryption keys for AKS | https://learn.microsoft.com/en-us/azure/aks/azure-disk-customer-managed-keys |\n| Manage AKS certificate rotation and autorotation | https://learn.microsoft.com/en-us/azure/aks/certificate-rotation |\n| Harden AKS Azure Linux 2.0 nodes to CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-azure-linux |\n| Harden AKS Azure Linux 3.0 nodes to CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-azure-linux-v3 |\n| Apply CIS Kubernetes benchmark controls in AKS | https://learn.microsoft.com/en-us/azure/aks/cis-kubernetes |\n| Align AKS Ubuntu node image with CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-ubuntu |\n| Align AKS Windows node image with CIS benchmark | https://learn.microsoft.com/en-us/azure/aks/cis-windows |\n| Configure secure ACR authentication for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/cluster-container-registry-integration |\n| Control kubeconfig access using Azure RBAC for AKS | https://learn.microsoft.com/en-us/azure/aks/control-kubeconfig-access |\n| Secure AKS Key Vault access with CSI identity options | https://learn.microsoft.com/en-us/azure/aks/csi-secrets-store-identity-access |\n| Configure custom certificate authorities on AKS nodes | https://learn.microsoft.com/en-us/azure/aks/custom-certificate-authority |\n| Enable AKS-managed Microsoft Entra integration | https://learn.microsoft.com/en-us/azure/aks/enable-authentication-microsoft-entra-id |\n| Enable FIPS 140-2 compliant node pools in AKS | https://learn.microsoft.com/en-us/azure/aks/enable-fips-nodes |\n| Enable host-based encryption for AKS node VMs | https://learn.microsoft.com/en-us/azure/aks/enable-host-encryption |\n| Configure external identity providers for AKS structured authentication | https://learn.microsoft.com/en-us/azure/aks/external-identity-provider-authentication-configure |\n| Understand AKS structured authentication with external IdPs | https://learn.microsoft.com/en-us/azure/aks/external-identity-provider-authentication-overview |\n| Set up identity bindings for AKS workload identity | https://learn.microsoft.com/en-us/azure/aks/identity-bindings |\n| Validate signed container images with AKS Image Integrity | https://learn.microsoft.com/en-us/azure/aks/image-integrity |\n| Restrict AKS pod access to IMDS endpoint | https://learn.microsoft.com/en-us/azure/aks/imds-restriction |\n| Enable Istio CNI for secure Istio add-on workloads on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-cni |\n| Plug external CA certificates into AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-plugin-ca |\n| Configure HTTPS and mTLS secure ingress gateways for AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-secure-gateway |\n| Secure KEDA-based autoscaling on AKS with workload identity | https://learn.microsoft.com/en-us/azure/aks/keda-workload-identity |\n| Enable KMS data encryption for AKS secrets | https://learn.microsoft.com/en-us/azure/aks/kms-data-encryption |\n| Authenticate to AKS using kubelogin and Entra ID | https://learn.microsoft.com/en-us/azure/aks/kubelogin-authentication |\n| Use Microsoft Entra service principals with AKS | https://learn.microsoft.com/en-us/azure/aks/kubernetes-service-principal |\n| Configure Azure RBAC for Kubernetes authorization in AKS | https://learn.microsoft.com/en-us/azure/aks/manage-azure-rbac |\n| Manage AKS local accounts with Entra integration | https://learn.microsoft.com/en-us/azure/aks/manage-local-accounts-managed-azure-ad |\n| Configure and manage SSH access to AKS nodes | https://learn.microsoft.com/en-us/azure/aks/manage-ssh-node-access |\n| Securely connect to AKS cluster nodes for maintenance | https://learn.microsoft.com/en-us/azure/aks/node-access |\n| Configure networking and RBAC for NAP-enabled AKS clusters | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-networking |\n| Lock down AKS node resource groups with deny assignments | https://learn.microsoft.com/en-us/azure/aks/node-resource-group-lockdown |\n| Secure AKS access to Azure OpenAI with Entra | https://learn.microsoft.com/en-us/azure/aks/open-ai-secure-access-quickstart |\n| Implement anti-phishing controls for AKS PCI access | https://learn.microsoft.com/en-us/azure/aks/pci-anti-phishing-social-engineering |\n| Set up continuous security monitoring for AKS PCI | https://learn.microsoft.com/en-us/azure/aks/pci-continuous-security-monitoring |\n| Manage cryptography and keys on AKS for PCI DSS | https://learn.microsoft.com/en-us/azure/aks/pci-cryptography-key-management |\n| Implement enhanced MFA for AKS PCI environments | https://learn.microsoft.com/en-us/azure/aks/pci-enhanced-mfa-implementation |\n| Configure PCI-compliant identity and access for AKS | https://learn.microsoft.com/en-us/azure/aks/pci-identity |\n| Deploy malware protection for PCI workloads on AKS | https://learn.microsoft.com/en-us/azure/aks/pci-malware |\n| Configure PCI-compliant monitoring and logging on AKS | https://learn.microsoft.com/en-us/azure/aks/pci-monitor |\n| Implement PCI-compliant network security for AKS | https://learn.microsoft.com/en-us/azure/aks/pci-network |\n| Define security policies for PCI-regulated AKS clusters | https://learn.microsoft.com/en-us/azure/aks/pci-policy |\n| Plan security awareness training for AKS PCI teams | https://learn.microsoft.com/en-us/azure/aks/pci-security-awareness-training |\n| Secure third-party and supply chain for AKS PCI | https://learn.microsoft.com/en-us/azure/aks/pci-third-party-supply-chain-security |\n| Use built-in Azure Policy definitions for AKS | https://learn.microsoft.com/en-us/azure/aks/policy-reference |\n| Use pre-created kubelet managed identity in AKS | https://learn.microsoft.com/en-us/azure/aks/pre-created-kubelet-managed-identity |\n| Configure network access paths to private AKS clusters | https://learn.microsoft.com/en-us/azure/aks/private-cluster-connect |\n| Configure PIM-based just-in-time access to AKS | https://learn.microsoft.com/en-us/azure/aks/privileged-identity-management |\n| RDP and SSH access to AKS Windows nodes | https://learn.microsoft.com/en-us/azure/aks/rdp |\n| Harden AKS containers with namespaces, AppArmor, seccomp | https://learn.microsoft.com/en-us/azure/aks/secure-container-access |\n| Use Azure Policy regulatory controls for AKS | https://learn.microsoft.com/en-us/azure/aks/security-controls-policy |\n| Configure system-assigned managed identity for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/system-assigned-managed-identity |\n| Configure Trusted Access for secure AKS API access | https://learn.microsoft.com/en-us/azure/aks/trusted-access-feature |\n| Rotate AKS service principal and Entra credentials | https://learn.microsoft.com/en-us/azure/aks/update-credentials |\n| Update Key Vault mode for AKS KMS etcd | https://learn.microsoft.com/en-us/azure/aks/update-kms-key-vault |\n| Use Entra pod-managed identities in AKS | https://learn.microsoft.com/en-us/azure/aks/use-azure-ad-pod-identity |\n| Secure AKS clusters using Azure Policy add-on | https://learn.microsoft.com/en-us/azure/aks/use-azure-policy |\n| Run AKS workloads on Confidential VMs | https://learn.microsoft.com/en-us/azure/aks/use-cvm |\n| Enable GMSA for Windows pods on AKS | https://learn.microsoft.com/en-us/azure/aks/use-group-managed-service-accounts |\n| Configure legacy KMS etcd encryption in AKS | https://learn.microsoft.com/en-us/azure/aks/use-kms-etcd-encryption |\n| Configure AKS network policies to secure pod traffic | https://learn.microsoft.com/en-us/azure/aks/use-network-policies |\n| Configure OIDC issuer and provider for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/use-oidc-issuer |\n| Deploy and use pod sandboxing in AKS | https://learn.microsoft.com/en-us/azure/aks/use-pod-sandboxing |\n| Enable Trusted Launch security for AKS nodes | https://learn.microsoft.com/en-us/azure/aks/use-trusted-launch |\n| Enable user-assigned managed identity for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/user-assigned-managed-identity |\n| Configure cross-tenant workload identity for AKS | https://learn.microsoft.com/en-us/azure/aks/workload-identity-cross-tenant |\n| Configure AKS cluster with Entra Workload ID | https://learn.microsoft.com/en-us/azure/aks/workload-identity-deploy-cluster |\n| Migrate AKS pods from pod identity to Workload ID | https://learn.microsoft.com/en-us/azure/aks/workload-identity-migrate-from-pod-identity |\n| Use Microsoft Entra Workload ID with AKS workloads | https://learn.microsoft.com/en-us/azure/aks/workload-identity-overview |\n| Configure RBAC roles for Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/concepts-rbac |\n| Use managed identities securely with Azure Kubernetes Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/use-managed-identity |\n| Configure legacy Entra integration for AKS via CLI | https://learn.microsoft.com/en-us/previous-versions/azure/aks/azure-ad-integration-cli |\n\n### Configuration\n| Topic | URL |\n|-------|-----|\n| Install and configure Agentic CLI for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/agentic-cli-for-aks-install |\n| Monitor AI inference metrics on AKS with KAITO | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator-monitoring |\n| Create infrastructure for Apache Airflow on AKS | https://learn.microsoft.com/en-us/azure/aks/airflow-create-infrastructure |\n| Configure storage and secrets to deploy Airflow on AKS with Helm | https://learn.microsoft.com/en-us/azure/aks/airflow-deploy |\n| Configure AKS Communication Manager for maintenance notifications | https://learn.microsoft.com/en-us/azure/aks/aks-communication-manager |\n| Manage AKS component versioning and patching strategy | https://learn.microsoft.com/en-us/azure/aks/aks-component-versioning |\n| Configure AKS-managed GPU node pools | https://learn.microsoft.com/en-us/azure/aks/aks-managed-gpu-nodes |\n| Set up custom domains and SSL for AKS application routing | https://learn.microsoft.com/en-us/azure/aks/app-routing-dns-ssl |\n| Configure multiple NGINX ingress controllers and annotations in AKS | https://learn.microsoft.com/en-us/azure/aks/app-routing-nginx-configuration |\n| Monitor AKS NGINX ingress metrics with Prometheus | https://learn.microsoft.com/en-us/azure/aks/app-routing-nginx-prometheus |\n| Install and manage Azure App Configuration extension on AKS | https://learn.microsoft.com/en-us/azure/aks/azure-app-configuration |\n| Configure AKS workloads with App Configuration provider | https://learn.microsoft.com/en-us/azure/aks/azure-app-configuration-quickstart |\n| Tune Azure App Configuration extension settings for AKS | https://learn.microsoft.com/en-us/azure/aks/azure-app-configuration-settings |\n| Configure Azure CNI Overlay networking in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-cni-overlay |\n| Expand pod CIDR space for Azure CNI Overlay in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-cni-overlay-pod-expand |\n| Configure Azure CNI Powered by Cilium in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-cni-powered-by-cilium |\n| Configure Azure NetApp Files for AKS pods | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files |\n| Provision Azure NetApp Files dual-protocol volumes | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files-dual-protocol |\n| Provision Azure NetApp Files NFS volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files-nfs |\n| Provision Azure NetApp Files SMB volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/azure-netapp-files-smb |\n| Create and mount Linux NFS server volumes in AKS | https://learn.microsoft.com/en-us/azure/aks/azure-nfs-volume |\n| Configure and use cluster autoscaler on AKS | https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler |\n| Configure and use AKS Cluster Health Monitor checker | https://learn.microsoft.com/en-us/azure/aks/cluster-health-monitor |\n| Configure scheduler profiles and plugins in AKS | https://learn.microsoft.com/en-us/azure/aks/configure-aks-scheduler |\n| Configure Azure CNI networking for AKS clusters | https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni |\n| Configure Azure CNI Pod Subnet dynamic IP allocation | https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni-dynamic-ip-allocation |\n| Configure dual-stack IPv4/IPv6 networking in AKS | https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack |\n| Configure dual-stack IPv4/IPv6 networking in AKS | https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack |\n| Configure kube-proxy backends on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/configure-kube-proxy |\n| Configure kubenet networking for Azure Kubernetes Service clusters | https://learn.microsoft.com/en-us/azure/aks/configure-kubenet |\n| Configure Standard Load Balancer settings for AKS | https://learn.microsoft.com/en-us/azure/aks/configure-load-balancer-standard |\n| Configure AKS scheduler profiles for node bin packing | https://learn.microsoft.com/en-us/azure/aks/configure-node-binpack-scheduler |\n| Configure static egress gateway for AKS outbound IPs | https://learn.microsoft.com/en-us/azure/aks/configure-static-egress-gateway |\n| Set up container network observability with Prometheus and Grafana | https://learn.microsoft.com/en-us/azure/aks/container-network-observability-how-to |\n| Configure container network logs and component renaming in AKS | https://learn.microsoft.com/en-us/azure/aks/container-network-observability-logs |\n| Configure Cilium mTLS encryption on AKS with ACNS | https://learn.microsoft.com/en-us/azure/aks/container-network-security-cilium-mutual-tls-how-to |\n| Configure Azure Monitor for AKS control plane metrics | https://learn.microsoft.com/en-us/azure/aks/control-plane-metrics-monitor |\n| Configure CoreDNS autoscaling settings in AKS | https://learn.microsoft.com/en-us/azure/aks/coredns-autoscale |\n| Customize CoreDNS behavior in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/coredns-custom |\n| Configure AKS cost analysis for granular allocation | https://learn.microsoft.com/en-us/azure/aks/cost-analysis |\n| Monitor and reduce AKS idle costs with cost analysis | https://learn.microsoft.com/en-us/azure/aks/cost-analysis-idle-costs |\n| Create Azure infrastructure for MongoDB on AKS | https://learn.microsoft.com/en-us/azure/aks/create-mongodb-infrastructure |\n| Configure internal NGINX ingress with private DNS for AKS | https://learn.microsoft.com/en-us/azure/aks/create-nginx-ingress-private-controller |\n| Create and manage AKS node pools via agentPool API | https://learn.microsoft.com/en-us/azure/aks/create-node-pools |\n| Create infrastructure for HA PostgreSQL on AKS with CloudNativePG | https://learn.microsoft.com/en-us/azure/aks/create-postgresql-ha |\n| Create Azure infrastructure for Valkey clusters on AKS | https://learn.microsoft.com/en-us/azure/aks/create-valkey-infrastructure |\n| Configure Azure Disk persistent volumes on AKS | https://learn.microsoft.com/en-us/azure/aks/create-volume-azure-disk |\n| Configure Azure Key Vault CSI provider options on AKS | https://learn.microsoft.com/en-us/azure/aks/csi-secrets-store-configuration-options |\n| Configure AKS node OS and kubelet settings | https://learn.microsoft.com/en-us/azure/aks/custom-node-configuration |\n| Customize resource configuration for AKS managed add-ons | https://learn.microsoft.com/en-us/azure/aks/customize-resource-configuration |\n| Configure Dapr extension settings on AKS and Arc | https://learn.microsoft.com/en-us/azure/aks/dapr-settings |\n| Delete AKS node pools and understand side effects | https://learn.microsoft.com/en-us/azure/aks/delete-node-pool |\n| Schedule and deploy batch jobs with Kueue on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-batch-jobs-with-kueue |\n| Deploy and manage AKS cluster extensions with Azure CLI | https://learn.microsoft.com/en-us/azure/aks/deploy-extensions-az-cli |\n| Configure and deploy a MongoDB cluster on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-mongodb-cluster |\n| Deploy a highly available PostgreSQL database on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-postgresql-ha |\n| Configure and deploy a Valkey cluster on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-valkey-cluster |\n| Configure AKS outbound egress types and behavior | https://learn.microsoft.com/en-us/azure/aks/egress-outboundtype |\n| Configure AKS egress with user-defined routes | https://learn.microsoft.com/en-us/azure/aks/egress-udr |\n| 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 |\n| Configure FQDN filtering policies with ACNS on AKS | https://learn.microsoft.com/en-us/azure/aks/how-to-apply-fqdn-filtering-policies |\n| Configure L7 network policies with ACNS on AKS | https://learn.microsoft.com/en-us/azure/aks/how-to-apply-l7-policies |\n| Configure WireGuard encryption for ACNS on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/how-to-apply-wireguard |\n| Configure and use Container Network Insights Agent on AKS | https://learn.microsoft.com/en-us/azure/aks/how-to-configure-container-network-insights-agent |\n| Set up container network flow logs with Advanced Container Networking | https://learn.microsoft.com/en-us/azure/aks/how-to-configure-container-network-logs |\n| Configure container network metrics filtering in AKS with Cilium | https://learn.microsoft.com/en-us/azure/aks/how-to-configure-container-network-metrics-filtering |\n| Enable eBPF host routing with ACNS on AKS | https://learn.microsoft.com/en-us/azure/aks/how-to-enable-ebpf-host-routing |\n| Configure HTTP proxy settings for AKS nodes | https://learn.microsoft.com/en-us/azure/aks/http-proxy |\n| Configure Image Cleaner to remove stale AKS images | https://learn.microsoft.com/en-us/azure/aks/image-cleaner |\n| Create and use internal load balancers in AKS | https://learn.microsoft.com/en-us/azure/aks/internal-lb |\n| Deploy and configure egress gateways for AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-deploy-egress |\n| Configure external and internal ingress gateways for AKS Istio add-on | https://learn.microsoft.com/en-us/azure/aks/istio-deploy-ingress |\n| Configure Istio Gateway API ingress on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-gateway-api |\n| Configure MeshConfig and supported settings for Istio add-on on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-meshconfig |\n| Enable and configure native sidecar mode for Istio add-on on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-native-sidecar |\n| Configure telemetry and logging for AKS Istio-based service mesh | https://learn.microsoft.com/en-us/azure/aks/istio-telemetry |\n| Configure monitoring and networking for Kafka on AKS using Strimzi | https://learn.microsoft.com/en-us/azure/aks/kafka-configure |\n| Deploy Strimzi and a Kafka cluster on AKS | https://learn.microsoft.com/en-us/azure/aks/kafka-deploy |\n| Prepare Azure infrastructure for Kafka on AKS with Strimzi | https://learn.microsoft.com/en-us/azure/aks/kafka-infrastructure |\n| Monitor AKS legacy KMS etcd encryption metrics | https://learn.microsoft.com/en-us/azure/aks/kms-observability |\n| Manage AKS Kubernetes resources through Azure portal UI | https://learn.microsoft.com/en-us/azure/aks/kubernetes-portal |\n| Install and configure Kueue for batch on AKS | https://learn.microsoft.com/en-us/azure/aks/kueue-overview |\n| Limit AKS egress traffic using Azure Firewall | https://learn.microsoft.com/en-us/azure/aks/limit-egress-traffic |\n| Use public Standard Load Balancer with AKS | https://learn.microsoft.com/en-us/azure/aks/load-balancer-standard |\n| Configure LocalDNS for faster AKS DNS resolution | https://learn.microsoft.com/en-us/azure/aks/localdns-custom |\n| Abort long-running AKS cluster operations via API | https://learn.microsoft.com/en-us/azure/aks/manage-abort-operations |\n| Use managed namespaces to isolate AKS workloads | https://learn.microsoft.com/en-us/azure/aks/managed-namespaces |\n| Configure monitoring for MongoDB clusters on AKS with PMM | https://learn.microsoft.com/en-us/azure/aks/monitor-aks-mongodb |\n| Reference for AKS monitoring data and metrics | https://learn.microsoft.com/en-us/azure/aks/monitor-aks-reference |\n| Create and configure network-isolated AKS clusters | https://learn.microsoft.com/en-us/azure/aks/network-isolated |\n| Configure AKSNodeClass for AKS node auto-provisioning | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-aksnodeclass |\n| Create NAP-enabled AKS clusters in custom VNets | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-custom-vnet |\n| Configure disruption policies for NAP nodes in AKS | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-disruption |\n| Configure AKS node pools for Node Auto-Provisioning | https://learn.microsoft.com/en-us/azure/aks/node-auto-provisioning-node-pools |\n| Snapshot AKS node pools for repeatable environments | https://learn.microsoft.com/en-us/azure/aks/node-pool-snapshot |\n| Download and configure the OSM client binary for AKS | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-binary |\n| Configure cost-optimized add-on scaling in AKS | https://learn.microsoft.com/en-us/azure/aks/optimized-addon-scaling |\n| Configure AKS outbound network and FQDN rules | https://learn.microsoft.com/en-us/azure/aks/outbound-rules-control-egress |\n| Configure planned maintenance windows for AKS upgrades | https://learn.microsoft.com/en-us/azure/aks/planned-maintenance |\n| Configure AKS private API server access across VNets | https://learn.microsoft.com/en-us/azure/aks/private-apiserver-vnet-integration-cluster |\n| Configure and deploy private AKS clusters with CLI/Terraform | https://learn.microsoft.com/en-us/azure/aks/private-clusters |\n| Resize AKS node pools using cordon and drain | https://learn.microsoft.com/en-us/azure/aks/resize-node-pool |\n| Manually and automatically scale AKS node pools | https://learn.microsoft.com/en-us/azure/aks/scale-node-pools |\n| Enable shared health probes for AKS Services | https://learn.microsoft.com/en-us/azure/aks/shared-health-probes |\n| Start and stop AKS node pools to optimize costs | https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools |\n| Use static public IPs with AKS load balancers | https://learn.microsoft.com/en-us/azure/aks/static-ip |\n| Configure AKS upgrades to stop on API breaking changes | https://learn.microsoft.com/en-us/azure/aks/stop-cluster-upgrade-api-breaking-changes |\n| Update AKS clusters to new Azure CNI modes | https://learn.microsoft.com/en-us/azure/aks/update-azure-cni |\n| Update AKS clusters to new Azure CNI modes (duplicate) | https://learn.microsoft.com/en-us/azure/aks/update-azure-cni |\n| Configure AKS node pool rolling upgrade settings | https://learn.microsoft.com/en-us/azure/aks/upgrade-aks-node-pools-rolling |\n| Upgrade Windows OS versions for AKS workloads | https://learn.microsoft.com/en-us/azure/aks/upgrade-windows-os |\n| Configure Advanced Container Networking Services on AKS | https://learn.microsoft.com/en-us/azure/aks/use-advanced-container-networking-services |\n| Configure AMD GPU node pools on AKS | https://learn.microsoft.com/en-us/azure/aks/use-amd-gpus |\n| Configure custom CNI plugins for Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/use-byo-cni |\n| Use eTags for concurrency control in AKS APIs | https://learn.microsoft.com/en-us/azure/aks/use-etags |\n| Use Kubernetes node pool labels effectively in AKS | https://learn.microsoft.com/en-us/azure/aks/use-labels |\n| Configure Metrics Server VPA on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/use-metrics-server-vertical-pod-autoscaler |\n| Enable or disable Node Auto-Provisioning on AKS | https://learn.microsoft.com/en-us/azure/aks/use-node-auto-provisioning |\n| Assign instance-level public IPs to AKS nodes | https://learn.microsoft.com/en-us/azure/aks/use-node-public-ips |\n| Configure node taints for workload scheduling in AKS | https://learn.microsoft.com/en-us/azure/aks/use-node-taints |\n| Configure NVIDIA GPU node pools on AKS | https://learn.microsoft.com/en-us/azure/aks/use-nvidia-gpu |\n| Configure Premium SSD v2 disks for AKS workloads | https://learn.microsoft.com/en-us/azure/aks/use-premium-v2-disks |\n| Configure Pod Security Admission in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/use-psa |\n| Configure Pod Security Admission in AKS clusters | https://learn.microsoft.com/en-us/azure/aks/use-psa |\n| Configure and apply Azure tags in AKS | https://learn.microsoft.com/en-us/azure/aks/use-tags |\n| Enable and configure Ultra Disks on AKS | https://learn.microsoft.com/en-us/azure/aks/use-ultra-disks |\n| Deploy and manage Vertical Pod Autoscaler on AKS | https://learn.microsoft.com/en-us/azure/aks/use-vertical-pod-autoscaler |\n| Configure Windows GPU node pools on AKS | https://learn.microsoft.com/en-us/azure/aks/use-windows-gpu |\n| Use Windows HostProcess and privileged containers on AKS | https://learn.microsoft.com/en-us/azure/aks/use-windows-hpc |\n| Reference for AKS Vertical Pod Autoscaler API | https://learn.microsoft.com/en-us/azure/aks/vertical-pod-autoscaler-api-reference |\n| Configure AKS virtual nodes with Azure CLI and CNI | https://learn.microsoft.com/en-us/azure/aks/virtual-nodes-cli |\n| Configure AKS virtual nodes using Azure portal | https://learn.microsoft.com/en-us/azure/aks/virtual-nodes-portal |\n| Create AKS Windows node pools using containerd runtime | https://learn.microsoft.com/en-us/azure/aks/windows-containerd |\n| Access the Kubernetes API of an Azure Kubernetes Fleet hub cluster | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/access-fleet-hub-cluster-kubernetes-api |\n| Set up DNS-based multi-cluster load balancing in Fleet | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-dns-load-balancing |\n| Create and configure Managed Fleet Namespaces with quotas and policies | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-managed-namespaces |\n| Discover and access Managed Fleet Namespaces in Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-managed-namespaces-access |\n| Configure resource overrides for Fleet resource placement | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-use-overrides-customize-resources-placement |\n| Configure resource overrides for Fleet resource placement | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-use-overrides-customize-resources-placement |\n| Configure Azure Policy to enforce AKS fleet enrollment | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-use-policy-to-add-clusters-to-fleet |\n| Configure intelligent cross-cluster resource placement in Fleet | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/intelligent-resource-placement |\n| Configure Layer 4 multi-cluster load balancing in Fleet | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/l4-load-balancing |\n| Use envelope objects for safe Fleet resource propagation | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/quickstart-envelope-reserved-resources |\n| Configure namespace-scoped resource propagation with Fleet Manager | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/quickstart-namespace-scoped-resource-propagation |\n| Configure cluster resource placement to deploy workloads across Azure Kubernetes Fleet clusters | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/quickstart-resource-propagation |\n| Configure auto-upgrade profiles in Azure Kubernetes Fleet | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/update-automation |\n| Configure update runs to orchestrate multi-cluster Kubernetes upgrades | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/update-orchestration |\n| Configure approval gates in Azure Kubernetes Fleet Manager update strategies | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/update-strategies-gates-approvals |\n| Configure taints and tolerations for Fleet resource propagation | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/use-taints-tolerations |\n\n### Integrations & Coding Patterns\n| Topic | URL |\n|-------|-----|\n| Integrate MCP servers with KAITO on AKS | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator-mcp |\n| Configure tool calling for KAITO inference on AKS | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator-tool-calling |\n| Attach AKS extension in VS Code to Azure Container Registry | https://learn.microsoft.com/en-us/azure/aks/aks-extension-attach-azure-container-registry |\n| Connect AKS clusters to AI agents via MCP server | https://learn.microsoft.com/en-us/azure/aks/aks-model-context-protocol-server |\n| Autoscale AKS GPU workloads with KEDA and DCGM | https://learn.microsoft.com/en-us/azure/aks/autoscale-gpu-workloads-with-keda |\n| Integrate Azure HPC Cache with AKS workloads | https://learn.microsoft.com/en-us/azure/aks/azure-hpc-cache |\n| Mount Azure Blob storage in AKS using CSI | https://learn.microsoft.com/en-us/azure/aks/create-volume-azure-blob-storage |\n| Use Azure Files CSI volumes with AKS pods | https://learn.microsoft.com/en-us/azure/aks/create-volume-azure-files |\n| Integrate AKS with Azure Key Vault via CSI driver | https://learn.microsoft.com/en-us/azure/aks/csi-secrets-store-driver |\n| Configure Secrets Store CSI with NGINX TLS on AKS | https://learn.microsoft.com/en-us/azure/aks/csi-secrets-store-nginx-tls |\n| Refactor EDW application code to use Azure services | https://learn.microsoft.com/en-us/azure/aks/eks-edw-refactor |\n| Integrate AKS Istio add-on metrics with Azure Managed Prometheus | https://learn.microsoft.com/en-us/azure/aks/istio-metrics-managed-prometheus |\n| Onboard custom HuggingFace models with KAITO on AKS | https://learn.microsoft.com/en-us/azure/aks/kaito-custom-inference-model |\n| Use KEDA integrations with Azure and OSS services | https://learn.microsoft.com/en-us/azure/aks/keda-integrations |\n| Install and configure NVIDIA GPU Operator on AKS | https://learn.microsoft.com/en-us/azure/aks/nvidia-gpu-operator |\n| Use Azure and OSS integrations with OSM add-on on AKS | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-integrations |\n| Use Telepresence with AKS for local microservice debugging | https://learn.microsoft.com/en-us/azure/aks/use-telepresence-aks |\n| Deploy Mongo Express client to connect to MongoDB on AKS | https://learn.microsoft.com/en-us/azure/aks/validate-mongodb-cluster |\n| Set up Automated Deployments with Fleet and GitHub Actions | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-automated-deployments |\n| Automate Fleet Manager approval gates using Event Grid integrations | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-configure-events-for-gates |\n| Configure Azure Monitor alerts for Kubernetes Fleet update runs | https://learn.microsoft.com/en-us/azure/kubernetes-fleet/howto-monitor-update-runs |\n\n### Deployment\n| Topic | URL |\n|-------|-----|\n| Deploy AI models on AKS using AI toolchain operator | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator |\n| Use AI toolchain operator in Azure portal for AKS | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator-azure-portal |\n| Fine-tune and deploy models on AKS with KAITO | https://learn.microsoft.com/en-us/azure/aks/ai-toolchain-operator-fine-tune |\n| Configure AKS node OS image autoupgrade channels | https://learn.microsoft.com/en-us/azure/aks/auto-upgrade-node-os-image |\n| Set up automated deployments to AKS with CI/CD | https://learn.microsoft.com/en-us/azure/aks/automated-deployments |\n| Provision production-ready AKS infrastructure on Azure | https://learn.microsoft.com/en-us/azure/aks/create-aks-infrastructure |\n| Move Azure Disk PVs between AKS clusters | https://learn.microsoft.com/en-us/azure/aks/csi-disk-move-subscriptions |\n| Migrate AKS in-tree volumes to CSI drivers | https://learn.microsoft.com/en-us/azure/aks/csi-migrate-in-tree-volumes |\n| Install Dapr extension on AKS and Arc-enabled clusters | https://learn.microsoft.com/en-us/azure/aks/dapr |\n| Deploy Dapr Workflow applications on AKS via extension | https://learn.microsoft.com/en-us/azure/aks/dapr-workflow |\n| Programmatically deploy Azure Kubernetes applications with Azure CLI | https://learn.microsoft.com/en-us/azure/aks/deploy-application-az-cli |\n| Deploy Azure Kubernetes applications using ARM templates | https://learn.microsoft.com/en-us/azure/aks/deploy-application-template |\n| Deploy production AKS clusters with Terraform AVM | https://learn.microsoft.com/en-us/azure/aks/deploy-cluster-terraform-verified-module |\n| Deploy AKS clusters with Confidential Containers | https://learn.microsoft.com/en-us/azure/aks/deploy-confidential-containers-default-policy |\n| Deploy Kubernetes applications from Azure Marketplace to AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-marketplace |\n| Deploy a Ray cluster on AKS with KubeRay | https://learn.microsoft.com/en-us/azure/aks/deploy-ray |\n| Deploy Ray with BlobFuse storage on AKS | https://learn.microsoft.com/en-us/azure/aks/deploy-ray-tuning |\n| Deploy SpinKube on AKS for serverless Wasm workloads | https://learn.microsoft.com/en-us/azure/aks/deploy-spinkube |\n| Configure Azure Pipelines CI/CD to deploy to AKS | https://learn.microsoft.com/en-us/azure/aks/devops-pipeline |\n| Install and use Draft extension on AKS | https://learn.microsoft.com/en-us/azure/aks/draft |\n| Deploy and validate AWS EDW workload on Azure AKS | https://learn.microsoft.com/en-us/azure/aks/eks-edw-deploy |\n| Prepare AKS and infrastructure for EDW workload | https://learn.microsoft.com/en-us/azure/aks/eks-edw-prepare |\n| Deploy AWS Yelb web application to Azure AKS | https://learn.microsoft.com/en-us/azure/aks/eks-web-deploy |\n| Prepare production-ready AKS infrastructure for web apps | https://learn.microsoft.com/en-us/azure/aks/eks-web-prepare |\n| Migrate Yelb web application from EKS to AKS | https://learn.microsoft.com/en-us/azure/aks/eks-web-refactor |\n| Enable KEDA add-on on existing AKS clusters | https://learn.microsoft.com/en-us/azure/aks/enable-keda-existing-cluster |\n| Deploy AKS clusters in Azure Extended Zones | https://learn.microsoft.com/en-us/azure/aks/extended-zones |\n| Deploy highly available GitHub Actions runners on AKS | https://learn.microsoft.com/en-us/azure/aks/github-actions-azure-files-deploy-test |\n| Deploy Istio-based service mesh add-on on AKS clusters | https://learn.microsoft.com/en-us/azure/aks/istio-deploy-addon |\n| Uninstall Istio-based service mesh add-on and clean AKS resources | https://learn.microsoft.com/en-us/azure/aks/istio-uninstall-addon |\n| Upgrade Istio-based service mesh add-on revisions on AKS | https://learn.microsoft.com/en-us/azure/aks/istio-upgrade |\n| Deploy KEDA add-on to AKS using ARM templates | https://learn.microsoft.com/en-us/azure/aks/keda-deploy-add-on-arm |\n| Install KEDA add-on on AKS using Azure CLI | https://learn.microsoft.com/en-us/azure/aks/keda-deploy-add-on-cli |\n| Use GitHub Actions to build and deploy to AKS | https://learn.microsoft.com/en-us/azure/aks/kubernetes-action |\n| Install and use Helm to deploy apps on AKS | https://learn.microsoft.com/en-us/azure/aks/kubernetes-helm |\n| Migrate AKS from cluster autoscaler to node auto-provisioning | https://learn.microsoft.com/en-us/azure/aks/migrate-from-autoscaler-to-node-auto-provisioning |\n| Migrate AKS KMS v2 to infrastructure encryption | https://learn.microsoft.com/en-us/azure/aks/migrate-key-management-service-platform-managed-key-customer-managed-key |\n| Deploy OpenAI-based applications on AKS | https://learn.microsoft.com/en-us/azure/aks/open-ai-quickstart |\n| Install Open Service Mesh add-on on AKS using Azure CLI | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-deploy-addon-az-cli |\n| Deploy Open Service Mesh add-on on AKS using Bicep templates | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-deploy-addon-bicep |\n| Uninstall Open Service Mesh add-on and clean up AKS resources | https://learn.microsoft.com/en-us/azure/aks/open-service-mesh-uninstall-add-on |\n| Deploy and use OpenFaaS on Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/aks/openfaas |\n| Overview of deploying Ray clusters on AKS | https://learn.microsoft.com/en-us/azure/aks/ray-overview |\n| Track AKS release rollout status by region | https://learn.microsoft.com/en-us/azure/aks/release-tracker |\n| Upgrade the AKS control plane independently | https://learn.microsoft.com/en-us/azure/aks/upgrade-aks-control-plane |\n| Plan and manage AKS cluster and component upgrades | https://learn.microsoft.com/en-us/azure/aks/upgrade-cluster-components |\n| Understand AKS rolling upgrade process for clusters | https://learn.microsoft.com/en-us/azure/aks/upgrade-conceptual |\n| Automate AKS node upgrades using GitHub Actions | https://learn.microsoft.com/en-us/azure/aks/upgrade-github-actions |\n| Use Azure Dedicated Hosts for AKS nodes | https://learn.microsoft.com/en-us/azure/aks/use-azure-dedicated-hosts |\n| Run Flyte data and ML pipelines on AKS | https://learn.microsoft.com/en-us/azure/aks/use-flyte |\n| Migrate AKS clusters from KMS v1 to v2 | https://learn.microsoft.com/en-us/azure/aks/use-kms-v2 |\n| Deploy wasmCloud 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