| name | azure-architecture |
| description | Azure landing zone design, Entra ID patterns, compute selection, networking with Private Endpoints, and cost optimization for enterprise workloads |
| version | 1 |
Azure Architecture Expert Reference
Non-Negotiable Standards
- Managed Identities over Service Principals everywhere possible. For Azure-to-Azure authentication, system-assigned or user-assigned Managed Identity is mandatory. Service Principals are permitted only for non-Azure external systems, and only with certificate credentials — never password/client secret.
- Private Endpoints for all PaaS services in production. Azure SQL, Storage Accounts, Key Vault, Azure OpenAI, Service Bus, Event Hubs, Azure Container Registry — all accessed via Private Endpoint.
publicNetworkAccess: Disabled enforced via Azure Policy.
- Azure Policy at Management Group scope. Policies enforcing encryption, allowed regions, SKU restrictions, and tag requirements assigned at the Platform or Workloads management group — not at subscription level. Deny effects for security policies; DeployIfNotExists for remediation.
- NSG on every subnet, no exceptions. Default-deny inbound from internet. NSG flow logs enabled and sent to Log Analytics. Application Security Groups for east-west rules instead of IP-based rules inside a VNet.
- PIM for all privileged roles. No standing Global Administrator, Subscription Owner, or Key Vault Administrator assignments. All privileged access via Entra ID Privileged Identity Management with approval workflow and 8-hour maximum activation.
- Log Analytics workspace is the single-pane backbone. All Azure Monitor diagnostic settings point to the centralized workspace. Workspace-based Application Insights only (classic is deprecated). Retention: 90 days hot, 2 years archive tier via workspace data export.
Decision Rules
IF workload is Azure-only IaC → USE Bicep. It has first-class Azure resource coverage, no state file management, and direct ARM API access. Terraform for Azure adds a provider lag of 3-6 months on new services and requires remote state management.
IF IaC spans multiple clouds (Azure + AWS or GCP) → USE Terraform. AzureRM provider is production-grade; use azurerm_resource_group_template_deployment as escape hatch for unsupported resources.
IF workload is HTTP-triggered, runs < 5 minutes, stateless, low sustained traffic → USE Azure Functions (Consumption Plan). Flex Consumption for predictable cold start with per-instance concurrency control.
IF workload is containerized, stateless, needs scale-to-zero, no K8s API required → USE Azure Container Apps. Built on KEDA and Envoy; handles HTTP and event-driven scaling natively. Cheaper than AKS for teams that don't need K8s primitives.
IF workload needs K8s-native APIs, Helm ecosystem, service mesh, or multi-tenancy via namespaces → USE AKS. Use System node pools (taint: CriticalAddonsOnly) separate from User node pools. Enable Workload Identity (replaces Pod Identity v1).
IF workload is a traditional web app (.NET, Java, Node) without containerization AND team is not investing in containers → USE App Service (P2v3 or higher for production). Enable Zone Redundancy on Premium v3 only.
IF CI/CD system is Azure DevOps with existing pipelines, RBAC, and audit trail requirements → KEEP Azure DevOps. ADO has tighter Entra ID integration, work item linking, and Boards integration. Migrating to GitHub Actions for ADO shops costs 6-12 weeks of pipeline rewrite.
IF greenfield project with no existing ADO investment → USE GitHub Actions. OIDC federation to Azure (azure/login@v2 with client-id, tenant-id, subscription-id — no secrets stored).
NEVER assign Contributor at subscription scope to a Service Principal for CI/CD. Scope to the specific resource group. Use custom roles with only Microsoft.Resources/deployments/write and the target resource provider actions.
IF Azure OpenAI is required → deploy with Private Endpoint, content filters at severity Medium minimum for all four categories, PTU (Provisioned Throughput Units) only when monthly token consumption exceeds 500M tokens/month and pattern is predictable. Below that threshold, token-based (Pay-As-You-Go) is cheaper.
Mental Models
The Management Group Inheritance Chain
Policy and RBAC assignments flow down: Tenant Root Group → Platform MG (connectivity, identity, management subscriptions) → Landing Zones MG → Corp MG (connected workloads) → Online MG (internet-facing). Each child inherits parent policies. Assign Deny policies at the highest applicable scope so they cannot be bypassed by subscription-level overrides. Never assign policy at the individual subscription level if the same policy applies to a whole OU equivalent.
The Hub-Spoke Chokepoint Model
All internet ingress/egress flows through Azure Firewall in the Hub VNet. Spoke VNets peer to the Hub (not to each other). User-Defined Routes force 0.0.0.0/0 to the Firewall private IP. The Firewall is the single inspection, logging, and FQDN filtering point. East-west spoke-to-spoke traffic also traverses the hub firewall — this creates a chokepoint but gives full visibility. For high-throughput spoke-to-spoke (>1 Gbps), evaluate Azure Virtual WAN with routing intent instead.
The Identity Boundary Model
Entra ID is the identity plane; Azure RBAC is the authorization plane; Azure Policy is the compliance plane. These are orthogonal. A user can have RBAC Contributor but a Deny policy blocks the action — policy wins. A Managed Identity has no Entra ID sign-in risk surface; it cannot be phished. Every architecture decision should ask: "Does this require a human credential that can be stolen?" If yes, replace with Managed Identity or reduce to time-limited PIM activation.
The Cost Lever Hierarchy
Reservations (1yr/3yr) save 40-72% on compute and SQL. Azure Hybrid Benefit saves 40% on Windows Server and 55% on SQL Server when you have SA-covered licenses. Spot VMs save 60-90% for fault-tolerant batch. Dev/Test subscription pricing saves 40-50% for non-production. Apply in that order — Spot on top of AHUB on top of Reservation is not combinable; Reserved Instances and AHUB stack.
Vocabulary
| Term | Precise Definition |
|---|
| Managed Identity | Azure AD identity assigned to an Azure resource (VM, Function, ACA). No credential to manage; token obtained from Instance Metadata Service. System-assigned: lifecycle tied to resource. User-assigned: independent lifecycle, shareable. |
| Private Endpoint | Network interface in your VNet that maps to a specific PaaS resource instance. Traffic stays on Microsoft backbone. DNS override required via Private DNS Zone linked to the VNet. |
| Azure Policy | Governance control plane. Effects: Deny (blocks non-compliant creates/updates), Audit (logs), DeployIfNotExists (auto-remediation), Modify (add/change tags/properties). Evaluated at request time and during compliance scan. |
| PIM (Privileged Identity Management) | Entra ID feature for just-in-time privileged role activation. Eligible assignments require approval, MFA, and justification. Activation window 1-8 hours. Audit log of every activation. |
| Conditional Access | Entra ID policy engine evaluating signals (user, location, device compliance, app, risk) to grant/deny/require MFA for authentication. Requires Entra ID P1 minimum. |
| Application Security Group | Logical grouping of NICs by role (e.g., WebTier, AppTier, DBTier) for use in NSG rules. Eliminates IP address management for east-west rules; membership is dynamic as VMs join the group. |
| AKS Workload Identity | OIDC-based federation between a Kubernetes service account and an Entra ID Managed Identity. Pod-level credential isolation without node MSI over-provisioning. Replaces AAD Pod Identity. |
| Log Analytics Workspace | Central store for Azure Monitor logs. Kusto Query Language (KQL) interface. Data tiers: Analytics (interactive query, 90-day default), Basic (cheap ingestion, 8-day query, long retention), Archive (2yr+, async query only). |
| Azure Firewall | Stateful, managed L4/L7 firewall. Premium SKU adds IDPS, TLS inspection, URL filtering. Priced at $1.25/hr + $0.016/GB. Required in hub for forced-tunnel spoke architectures. |
| PTU (Provisioned Throughput Units) | Azure OpenAI capacity reservation for guaranteed TPM (tokens per minute). One PTU = ~1,000 TPM for GPT-4o. Break-even vs token-based at ~500M tokens/month for sustained workloads. |
| Azure Hybrid Benefit | License portability for Windows Server (with SA) and SQL Server (with SA or subscription) to Azure VMs and SQL PaaS. Eliminates OS/SQL license cost, saving 40-55%. Must be declared and tracked. |
| Bicep | Domain-specific language that transpiles to ARM JSON. No state file, idempotent, native Azure resource API coverage same day as ARM. Modules for reuse; targetScope for subscription/MG deployments. |
Common Mistakes and How to Avoid Them
1. Service Principal with client secret in CI/CD pipeline
Bad: App Registration with client secret stored as a pipeline variable, rotated manually every 90 days (or never).
Fix: Use GitHub Actions OIDC with azure/login@v2 — no secret stored anywhere. For Azure DevOps, use Workload Identity Federation on the service connection (GA since 2024). Zero secrets to rotate, zero secrets to leak.
2. PaaS resources with public network access enabled
Bad: Azure SQL with firewall rules allowing 0.0.0.0 to 255.255.255.255 "for convenience." Storage Account with Blob public access enabled.
Fix: Azure Policy with Deny effect on Microsoft.Sql/servers where publicNetworkAccess != Disabled. Private Endpoint per resource. Private DNS Zone privatelink.database.windows.net linked to all VNets that need access.
3. All Azure Monitor logs to the same workspace with default retention
Bad: Single workspace, all diagnostic logs dumped in, 30-day retention default, no tiering. At high ingestion volume this costs $2.76/GB/month for Analytics tier on logs that are never queried.
Fix: Security logs (AAD sign-ins, Azure Firewall, NSG flow) → centralized workspace, 90-day Analytics + 1yr Archive. Application logs → per-workload workspace or Basic tier. Use DCR (Data Collection Rules) to filter noisy tables before ingestion.
4. Over-permissive NSG rules using port ranges and Any source
Bad: Inbound rule Allow Any → Any → Port 0-65535 to "get it working."
Fix: See Good vs Bad NSG section below. Use Application Security Groups, not IP ranges. Default-deny all inbound; allowlist per port per source ASG.
5. No zone redundancy on production App Service or AKS
Bad: Single-zone App Service Plan P1v3 — one AZ failure takes down the app.
Fix: App Service Zone Redundancy requires Premium v3 and minimum 3 instances (automatically distributed across AZs). AKS: --zones 1 2 3 on node pool creation. Availability Zones are free; the instances themselves cost the same.
Good vs. Bad Output
Bad NSG Rule Design:
Priority 100: Allow | Source: Any | Source Port: * | Dest: Any | Dest Port: 0-65535 | TCP
Priority 200: Allow | Source: Any | Source Port: * | Dest: Any | Dest Port: 3389 | TCP # RDP open to internet
Priority 65000: Allow VnetInbound
Priority 65500: Deny AllInbound
Good NSG Rule Design (using Application Security Groups):
# Subnet-level NSG on AppTier subnet
Priority 100: Allow | Source: ASG:LoadBalancer | Dest: ASG:WebTier | Port: 443 | TCP | Inbound
Priority 110: Allow | Source: ASG:WebTier | Dest: ASG:AppTier | Port: 8080| TCP | Inbound
Priority 120: Allow | Source: ASG:AppTier | Dest: ASG:DataTier | Port: 5432| TCP | Inbound
Priority 200: Allow | Source: AzureMonitor | Dest: Any | Port: * | TCP | Outbound
Priority 4000: Deny | Source: Any | Dest: Any | Port: * | | Inbound
Priority 4001: Deny | Source: Any | Dest: Any | Port: * | | Outbound
# No IP addresses — only ASG names. RDP/SSH only via Azure Bastion, never direct NSG rule.
Bad Bicep (hardcoded, no params, public access):
resource sqlServer 'Microsoft.Sql/servers@2023-05-01-preview' = {
name: 'mysqlserver'
location: 'eastus'
properties: {
administratorLogin: 'sqladmin'
administratorLoginPassword: 'P@ssw0rd123!' // hardcoded secret
publicNetworkAccess: 'Enabled'
}
}
Good Bicep (parameterized, Key Vault reference, private only):
@description('SQL admin password from Key Vault')
@secure()
param administratorLoginPassword string
resource sqlServer 'Microsoft.Sql/servers@2023-05-01-preview' = {
name: 'sql-${workloadName}-${environment}'
location: location
identity: { type: 'SystemAssigned' }
properties: {
administratorLogin: 'sqladmin'
administratorLoginPassword: administratorLoginPassword
publicNetworkAccess: 'Disabled'
minimalTlsVersion: '1.2'
}
}
Checklist
