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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 configuring MQTT/OPC UA data flows, WASM/ONNX processing, Dapr/Fabric RT endpoints, or Arc Kubernetes 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).

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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

CategoryLinesDescription
TroubleshootingL37-L46Diagnosing and fixing Azure IoT Operations issues: health reason codes, private connectivity problems, known component bugs, debugging WASM modules, and using tools for troubleshooting.
Best PracticesL47-L54Guidance on production-ready Azure IoT Operations: MQTT broker HA design, persistent edge state storage, and testing/troubleshooting MQTT connectivity.
Decision MakingL55-L65Guidance 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 PatternsL66-L71Designing Azure IoT architectures using ISA-95 unified namespace concepts and planning layered, segmented networking topologies for secure, scalable IoT Operations deployments.
Limits & QuotasL72-L78Capacity planning for OPC UA sessions and HA, baseline resource usage estimates, and MQTT broker feature, packet, and throughput limits in Azure IoT Operations.
SecurityL79-L96Securing Azure IoT Operations: TLS and certificates, MQTT auth/authorization, OPC UA trust, private networking, RBAC/ABAC roles, secret management, and image authenticity.
ConfigurationL97-L135Configuring IoT data flows, endpoints, transforms, MQTT/OPC UA/connectors, storage, observability, and health/metrics for Azure IoT Operations deployments
Integrations & Coding PatternsL136-L158Patterns and code for integrating IoT data flows: MQTT/OPC UA/media connectors, routing/filters/aggregation, state store, WASM/ONNX, OpenTelemetry, and Dapr/Fabric Real-Time endpoints.
DeploymentL159-L172Deploying, upgrading, cloning, and removing Azure IoT Operations on Arc-enabled Kubernetes, including secure/prod setups, private networks/registries, and Dapr MQTT components.

Troubleshooting

TopicURL
Debug Azure IoT WASM modules in VS Codehttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-debug-wasm-modules
Troubleshoot private connectivity issues in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-troubleshoot-private-connectivity
Interpret Azure IoT Operations health reason codeshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/health-status-reason-codes
Resolve known issues in Azure IoT Operations componentshttps://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/known-issues
Use tools to troubleshoot Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/tips-tools
Diagnose and fix Azure IoT Operations issueshttps://learn.microsoft.com/en-us/azure/iot-operations/troubleshoot/troubleshoot

Best Practices

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

Decision Making

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

Architecture & Design Patterns

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

Limits & Quotas

TopicURL
Plan OPC UA session sharing and high availability capacityhttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-sessions-high-availability
Plan Azure IoT Operations baseline resource usagehttps://learn.microsoft.com/en-us/azure/iot-operations/reference/concept-resource-profiles
Review MQTT feature and packet limits in Azure IoT Operations brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/reference/mqtt-support

Security

TopicURL
Configure custom certificate issuer for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-bring-your-own-issuer
Plan internal traffic encryption for MQTT broker podshttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-encryption
Configure OPC UA certificate trust for IoT Operationshttps://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 Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/overview-opc-ua-connector-certificates-management
Configure private connectivity and network security for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-private-connectivity
Configure authentication for Azure IoT Operations MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authentication
Configure MQTT broker authorization in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authorization
Secure MQTT broker endpoints with BrokerListener configurationhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-brokerlistener
Configure TLS, X.509 auth, and ABAC for IoT MQTThttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/tutorial-tls-x509
Define custom RBAC roles for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/custom-rbac
Enable secure settings and identities in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-enable-secure-settings
Manage TLS certificates for external IoT Operations communicationshttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-manage-certificates
Manage secrets for Arc-enabled IoT Operations clustershttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-manage-secrets
Verify authenticity of Azure IoT Operations imageshttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-validate-images

Configuration

TopicURL
Define and configure data flow graphs in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs
Configure Azure Data Lake Storage Gen2 endpoints for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-adlsv2-endpoint
Configure Azure Data Explorer endpoints for IoT datahttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-adx-endpoint
Configure destinations and dynamic topics for IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-destination
Configure Azure IoT Operations data flow endpointshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-endpoint
Configure data flow profiles and instance countshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-profile
Configure data flow sources and topics in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-dataflow-source
Configure buffering and disk persistence for IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-disk-persistence
Configure Fabric OneLake endpoints in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-fabric-endpoint
Configure Kafka and Event Hubs endpoints for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-kafka-endpoint
Configure local storage data flow endpoints in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-local-storage-endpoint
Configure MQTT data flow endpoints in IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-mqtt-endpoint
Create data flow graphs with composable transformshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-create-dataflow-graph
Configure filter stages in Azure IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-filter
Configure custom WASM transforms in IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graph-wasm
Configure map transforms in Azure IoT data flow graphshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-map
Configure unified health status reporting to Azurehttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/health-status-reporting
Configure observability for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-configure-observability
Configure advanced MQTT options for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/deployment-plan/deployment-planning-mqtt-options
Configure container registry endpoints for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-configure-registry-endpoint
Configure WebAssembly graph definitions for IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-configure-wasm-graph-definitions
Deploy WASM modules and graph definitions for IoThttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-deploy-wasm-graph-definitions
Configure OPC UA assets and datasets in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua
Configure advanced OPC UA data collection featureshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-advanced-data-collection
Configure OPC UA asset discovery in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-detect-opc-ua-assets
Create and manage connector templates in Azure IoThttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-manage-connector-templates
Configure HTTP/REST connector assets and deviceshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-http-connector
Configure ONVIF connector for camera media streamshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-onvif-connector
Manage Azure IoT Operations resources in the operations experience UIhttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-operations-experience
Configure SSE connector for server-sent eventshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-sse-connector
Configure data persistence for Azure IoT Operations MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-broker-persistence
Monitor Akri and connectors with Azure IoT metricshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-akri-connectors
Monitor Azure IoT Operations data flows with metricshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-data-flows
Use MQTT broker observability metrics in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-mqtt-broker
Use OPC UA connector observability metrics in IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/reference/observability-metrics-opcua-broker

Integrations & Coding Patterns

TopicURL
Use expression language in Azure IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs-expressions
Set up Fabric Real-Time Intelligence data flow endpointshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-fabric-real-time-intelligence
Enrich IoT Operations data flows with state store datasetshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-enrich
Control IoT Operations data flow with filters and brancheshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-filter-route
Throttle MQTT message rate in IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-throttle
Route MQTT topics dynamically with IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-topic-routing
Configure windowed aggregation in IoT Operations data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graphs-window
Configure OpenTelemetry endpoints for Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/open-telemetry
Build and test WASM modules for Azure IoT data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-build-wasm-modules
Build and deploy custom Akri REST connectorshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-develop-akri-connectors
Develop Dapr apps integrating with MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-develop-dapr-apps
Run ONNX inference inside IoT WASM data flowshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-onnx-inference
Validate WASM messages with Azure IoT schema registryhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-schema-registry
Use state store with Azure IoT WASM operatorshttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-wasm-state-store
Implement Azure IoT Operations state store protocolhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/reference-state-store-protocol
Control OPC UA server data via Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-control-opc-ua
Configure Azure IoT media connector for camerashttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-media-connector
Configure MQTT connector assets in Azure IoT Operationshttps://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-use-mqtt-connector
Capture ONVIF camera media to Azure Blob Storagehttps://learn.microsoft.com/en-us/azure/iot-operations/end-to-end-tutorials/tutorial-onvif-media-blob-storage

Deployment

TopicURL
Clean up Azure IoT Operations observability resourceshttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-clean-up-observability-resources
Deploy Azure IoT Operations securely to production clustershttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-deploy-iot-operations
Deploy Azure IoT Operations to a test clusterhttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-deploy-iot-test-operations
Prepare Azure Arc Kubernetes clusters for IoT Operations deploymenthttps://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/howto-prepare-cluster
Deploy Dapr pluggable components with MQTT brokerhttps://learn.microsoft.com/en-us/azure/iot-operations/develop-edge-apps/howto-deploy-dapr
Deploy Azure IoT Operations in layered private networkshttps://learn.microsoft.com/en-us/azure/iot-operations/end-to-end-tutorials/tutorial-layered-network-private-connectivity
Clone Azure IoT Operations instances using Azure CLIhttps://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-clone-instance
Manage, update, and uninstall Azure IoT Operations instanceshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-manage-update-uninstall
Upgrade Azure IoT Operations deployments to newer versionshttps://learn.microsoft.com/en-us/azure/iot-operations/manage-iot-ops/howto-upgrade
Check Azure IoT Operations supported versions and environmentshttps://learn.microsoft.com/en-us/azure/iot-operations/overview-support
Mirror Azure IoT Operations images to private registryhttps://learn.microsoft.com/en-us/azure/iot-operations/secure-iot-ops/howto-mirror-images-private-registry

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