Azure Iot Operations

Azure Iot Operations

Expert knowledge for Azure IoT Operations development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building MQTT data flows, WASM/Dapr connectors, OPC UA pipelines, ISA‑95 namespaces, or secure edge deployments, and other Azure IoT Operations related development tasks. Not for Azure IoT (use azure-iot), Azure IoT Hub (use azure-iot-hub), Azure IoT Edge (use azure-iot-edge), Azure IoT Central (use azure-iot-central).

Source: /skills/azure-iot-operations/SKILL.md

Azure IoT Operations Skill

This skill provides expert guidance for Azure IoT Operations. 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

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-L46 Diagnosing and fixing Azure IoT Operations issues: debugging WASM modules, private network connectivity, health reason codes, known component bugs, tooling, and deployment/config problems.
Best Practices L47-L54 Guidance for production-ready Azure IoT Operations: deployment patterns, HA MQTT edge app design, using state store for durable edge data, and testing/troubleshooting MQTT connectivity.
Decision Making L55-L65 Guidance for planning and choosing Azure IoT Operations architectures: data flows vs graphs, deployment topology/sizing, MQTT broker diagnostics, buffering and persistence, and OPC UA asset discovery modes.
Architecture & Design Patterns L66-L71 Designing Azure IoT architectures using ISA-95 unified namespace concepts and planning layered, segmented networking topologies for secure, scalable IoT Operations deployments.
Limits & Quotas L72-L77 Planning resource capacity for Azure IoT Operations and understanding MQTT broker limits, including feature constraints and packet size/throughput quotas.
Security L78-L94 Securing Azure IoT Operations: TLS/mutual TLS, MQTT authz/authn, OPC UA trust, RBAC/ABAC, cert and secret management, image verification, and internal traffic encryption.
Configuration L95-L137 Configuring IoT data flows, endpoints, transforms, MQTT/broker options, connectors, storage/analytics sinks, observability, health, metrics, and private connectivity in Azure IoT Operations.
Integrations & Coding Patterns L138-L157 Patterns and code for integrating Azure IoT data flows: WASM transforms, MQTT/Dapr/Akri connectors, OPC UA/media capture, ONNX inference, enrichment, routing, and state store usage.
Deployment L158-L170 Deploying, upgrading, cloning, and managing Azure IoT Operations instances, including secure production/test setups, private networks, Dapr/WASM components, and supported versions.

Troubleshooting

Topic URL
Debug Azure IoT WASM modules in VS Code https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-debug-wasm-modules
Troubleshoot private connectivity in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-troubleshoot-private-connectivity
Interpret Azure IoT Operations health reason codes https://learn.microsoft.com/en-us/azure/iot-operations/reference/health-status-reason-codes
Resolve known issues in Azure IoT Operations components https://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/known-issues
Use tools to troubleshoot Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/tips-tools
Troubleshoot Azure IoT Operations deployments and configuration https://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/troubleshoot

Best Practices

Topic URL
Apply production deployment guidelines for Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/concept-production-guidelines
Design highly available edge apps with Azure IoT Operations MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/overview-edge-apps
Use Azure IoT Operations state store for persistent edge data https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/overview-state-store
Test MQTT broker connectivity in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-test-connection

Decision Making

Topic URL
Select between data flows and data flow graphs https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/overview-dataflow-comparison
Plan production-scale Azure IoT Operations deployments https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/concept-production-examples
Plan Azure IoT Operations deployment topology and sizing https://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning
Plan MQTT broker diagnostics configuration https://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-diagnostics
Plan disk-backed message buffering for MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-disk-buffer
Decide MQTT broker persistence strategy for IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-persistence
Choose OPC UA asset discovery modes in Azure IoT https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/concept-opc-ua-asset-discovery

Architecture & Design Patterns

Topic URL
Build ISA-95 unified namespace with Azure IoT https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-build-unified-namespace
Design layered networking for Azure IoT Operations deployments https://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/concept-layered-network

Limits & Quotas

Topic URL
Plan Azure IoT Operations baseline resource usage https://learn.microsoft.com/en-us/azure/iot-operations/reference/concept-resource-profiles
Review MQTT feature and packet limits in Azure IoT Operations broker https://learn.microsoft.com/en-us/azure/iot-operations/reference/mqtt-support

Security

Topic URL
Configure custom certificate issuer for Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-bring-your-own-issuer
Plan internal traffic encryption for MQTT broker pods https://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-encryption
Configure OPC UA certificate trust for IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-certificates-infrastructure
Configure OPC UA certificate trust for Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/overview-opc-ua-connector-certificates-management
Configure authentication for Azure IoT Operations MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authentication
Configure authorization policies for Azure IoT Operations MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authorization
Secure MQTT broker endpoints with BrokerListener configuration https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-brokerlistener
Configure TLS, X.509 auth, and ABAC for IoT MQTT https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/tutorial-tls-x509
Define custom RBAC roles for IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/reference/custom-rbac
Enable secure settings and identities in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-enable-secure-settings
Manage TLS certificates for external IoT Operations communications https://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-manage-certificates
Manage secrets for Arc-enabled IoT Operations clusters https://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-manage-secrets
Verify authenticity of Azure IoT Operations images https://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-validate-images

Configuration

Topic URL
Understand and configure data flow graphs in Azure IoT https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs
Configure input and output schemas on data flow graph node connections https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs-schema
Configure Azure Data Lake Gen2 endpoints for IoT data https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-adlsv2-endpoint
Configure Azure Data Explorer endpoints for IoT data https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-adx-endpoint
Configure destinations and dynamic topics for IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-destination
Configure data flow endpoints in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-endpoint
Configure data flow profiles and instance counts https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-profile
Configure data flow sources and topics in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-source
Configure buffering and disk persistence for IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-disk-persistence
Configure Fabric OneLake endpoints in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-fabric-endpoint
Configure Fabric Real-Time Intelligence endpoints for IoT https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-fabric-real-time-intelligence
Configure Kafka and Event Hubs endpoints in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-kafka-endpoint
Configure local storage data flow endpoints in Azure IoT https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-local-storage-endpoint
Configure MQTT data flow endpoints in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-mqtt-endpoint
Create and configure data flows in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-create-dataflow
Create data flow graphs with composable transforms https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-create-dataflow-graph
Configure filter stages in Azure IoT Operations data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-filter
Configure map transforms in Azure IoT data flow graphs https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-map
Configure throttle transforms in IoT data flow graphs https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-throttle
Configure window aggregation transforms in data flow graphs https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-window
Configure OpenTelemetry endpoints in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/open-telemetry
Configure unified health status reporting to Azure https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/health-status-reporting
Configure observability and dashboards for Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-configure-observability
Configure advanced MQTT options for Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-mqtt-options
Configure container registry endpoints for IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-configure-registry-endpoint
Configure WebAssembly graph definitions for IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-configure-wasm-graph-definitions
Configure OPC UA asset discovery in Azure IoT https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-detect-opc-ua-assets
Create and manage connector templates in Azure IoT https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-manage-connector-templates
Configure HTTP/REST connector assets and devices https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-http-connector
Configure MQTT connector assets in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-mqtt-connector
Configure ONVIF connector for camera media streams https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-onvif-connector
Manage Azure IoT Operations resources in the operations experience UI https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-operations-experience
Configure SSE connector for server-sent events https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-sse-connector
Configure private connectivity for Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-private-connectivity
Configure data persistence for Azure IoT Operations MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-broker-persistence
Monitor Akri and connectors with Azure IoT metrics https://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-akri-connectors
Monitor Azure IoT Operations data flows with metrics https://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-data-flows
Use MQTT broker observability metrics in Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-mqtt-broker
Use OPC UA connector observability metrics in IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-opcua-broker

Integrations & Coding Patterns

Topic URL
Use expression language in Azure IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs-expressions
Use custom WASM transforms in Azure IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graph-wasm
Configure external dataset enrichment in IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-enrich
Filter and route messages in Azure IoT Operations data flow graphs https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-filter-route
Route MQTT messages by content in IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-topic-routing
Build and test WASM modules for Azure IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-build-wasm-modules
Build and deploy custom Akri REST connectors https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-develop-akri-connectors
Develop Dapr apps integrating with MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-develop-dapr-apps
Run ONNX inference inside IoT WASM data flows https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-onnx-inference
Validate WASM messages with Azure IoT schema registry https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-schema-registry
Use state store with Azure IoT WASM operators https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-state-store
Implement Azure IoT Operations state store protocol https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/reference-state-store-protocol
Configure Azure IoT Operations OPC UA connector https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua
Control OPC UA server data via Azure IoT Operations https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-control-opc-ua
Configure Azure IoT media connector for cameras https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-media-connector
Capture ONVIF camera media to Azure Blob Storage https://learn.microsoft.com/en-us/azure/iot-operations/end-to-end-tutorials/tutorial-onvif-media-blob-storage

Deployment

Topic URL
Clean up Azure IoT Operations observability resources https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-clean-up-observability-resources
Deploy Azure IoT Operations securely to production clusters https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-deploy-iot-operations
Deploy Azure IoT Operations to a test cluster https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-deploy-iot-test-operations
Deploy Dapr pluggable components with MQTT broker https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-deploy-dapr
Deploy WASM modules and graph definitions for IoT data flows https://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-deploy-wasm-graph-definitions
Deploy Azure IoT Operations in layered private networks https://learn.microsoft.com/en-us/azure/iot-operations/end-to-end-tutorials/tutorial-layered-network-private-connectivity
Clone Azure IoT Operations instances using Azure CLI https://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-clone-instance
Manage, update, and uninstall Azure IoT Operations instances https://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-manage-update-uninstall
Upgrade Azure IoT Operations deployments to newer versions https://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-upgrade
Check Azure IoT Operations supported versions and environments https://learn.microsoft.com/en-us/azure/iot-operations/overview-support