azure-iot-operations

# 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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md) This skill requires **network access** to fetch documentation content: - **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown. - **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown. ## Category Index | Category | Lines | Description | |----------|-------|-------------| | Troubleshooting | L37-L46 | Diagnosing and fixing Azure IoT Operations issues: connectivity and health codes, known component problems, debugging WASM modules, and using tools to troubleshoot deployments. | | Best Practices | L47-L54 | Guidance on production-ready Azure IoT Operations: MQTT broker HA design, persistent edge state storage, 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-L78 | Capacity planning for OPC UA sessions and HA, baseline resource usage estimates, and MQTT broker feature, packet, and throughput limits in Azure IoT Operations. | | Security | L79-L96 | Securing Azure IoT Operations: TLS and certificates, MQTT auth/authorization, OPC UA trust, private networking, RBAC/ABAC roles, secret management, and image authenticity. | | Configuration | L97-L135 | Configuring IoT data flows, endpoints, transforms, MQTT/OPC UA/connectors, storage, observability, and health/metrics for Azure IoT Operations deployments | | Integrations & Coding Patterns | L136-L158 | Patterns 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. | | Deployment | L159-L172 | Deploying, upgrading, cloning, and removing Azure IoT Operations on Arc-enabled Kubernetes, including secure/prod setups, private networks/registries, and Dapr MQTT components. | ### 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 issues 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 | | Diagnose 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 | | Diagnose and fix Azure IoT Operations issues | 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 OPC UA session sharing and high availability capacity | https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua-sessions-high-availability | | 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 private connectivity and network security for Azure IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/manage-layered-network/howto-private-connectivity | | Configure authentication for Azure IoT Operations MQTT broker | https://learn.microsoft.com/en-us/azure/iot-operations/manage-mqtt-broker/howto-configure-authentication | | Configure MQTT broker authorization in Azure IoT Operations | 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 Azure 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 | |-------|-----| | Define and configure data flow graphs in Azure IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/concept-dataflow-graphs | | Configure Azure Data Lake Storage Gen2 endpoints for IoT Operations | 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 Azure IoT Operations data flow endpoints | 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 Kafka and Event Hubs endpoints for 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 IoT Operations | https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-configure-mqtt-endpoint | | 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 custom WASM transforms in IoT data flows | https://learn.microsoft.com/en-us/azure/iot-operations/connect-to-cloud/howto-dataflow-graph-wasm | | 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 unified health status reporting to Azure | https://learn.microsoft.com/en-us/azure/iot-operations/deploy-iot-ops/health-status-reporting | | Configure observability 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 | | Deploy WASM modules and graph definitions for IoT | https://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 Operations | https://learn.microsoft.com/en-us/azure/iot-operations/discover-manage-assets/howto-configure-opc-ua | | Configure advanced OPC UA data collection features | https://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 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 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 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 |