skills/azure-logic-apps/SKILL.md
Expert knowledge for Azure Logic Apps development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Logic Apps with SAP/B2B EDI, OpenAI, private endpoints, ARM/Bicep CI/CD, or multi-region DR, and other Azure Logic Apps related development tasks. Not for Azure Functions (use azure-functions), Azure Data Factory (use azure-data-factory), Azure Service Bus (use azure-service-bus), Azure Event Grid (use azure-event-grid).
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This skill provides expert guidance for Azure Logic Apps. 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.
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| Category | Lines | Description | |----------|-------|-------------| | Troubleshooting | L37-L52 | Diagnosing and fixing Logic Apps workflow failures, throttling/429s, B2B (AS2/EDIFACT/X12) acknowledgment errors, and using tests/metrics/alerts for detailed error analysis. | | Best Practices | L53-L60 | Best practices for Logic Apps: error/exception handling patterns, using control functions and rulesets efficiently, advanced rule operations, and handling non‑Unicode text encodings. | | Decision Making | L61-L70 | Guidance on when and how to migrate to Logic Apps (from BizTalk or Power Automate), choose Standard vs Consumption, and estimate/plan/manage Logic Apps costs and storage. | | Architecture & Design Patterns | L71-L86 | Architectural patterns for Logic Apps: AI agent loops, B2B flows, REST/web APIs, resource replication, rules engine, ordered messaging, and multi-region/zone-resilient DR and HA designs. | | Limits & Quotas | L87-L96 | Limits, quotas, and tuning for Logic Apps: JS inline code limits, SQL result/timeouts, connector pagination, large-message chunking, config limits, and metering/billing behavior. | | Security | L97-L113 | Securing Logic Apps: identity and OAuth auth, private endpoints, certificates, cross-tenant and connector blocking, and applying Azure Policy/Defender for governance and compliance. | | Configuration | L114-L155 | Configuring Logic Apps workflows, runtime, B2B/integration accounts, monitoring/logging, on-premises connectivity, control flow, schemas/maps, and Workflow Definition Language. | | Integrations & Coding Patterns | L156-L236 | Patterns and samples for integrating Logic Apps with Azure/OpenAI, SAP, IBM, storage, messaging, B2B/EDI, custom code/connectors, and for automated workflow unit testing. | | Deployment | L237-L259 | Deploying Logic Apps (Standard & Consumption) using ARM/Bicep, DevOps/CI-CD, VS Code, CLI, deployment slots, hybrid setups, and moving/migrating apps across environments. |
| Topic | URL | |-------|-----| | Resolve throttling and HTTP 429 errors in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/handle-throttling-problems-429-errors | | Diagnose and fix Azure Logic Apps workflow failures | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-diagnosing-failures | | Understand AS2 MDN acknowledgments in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-as2-mdn-acknowledgment | | Troubleshoot common B2B Logic Apps errors | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-b2b-list-errors-solutions | | Use EDIFACT CONTRL acknowledgments and error codes in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-edifact-contrl-acknowledgment | | Use X12 997 acknowledgments and error codes | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-x12-997-acknowledgment | | Interpret X12 TA1 acknowledgments and error codes | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-x12-ta1-acknowledgment | | Test and validate Logic Apps rulesets with Composer | https://learn.microsoft.com/en-us/azure/logic-apps/rules-engine/test-rulesets | | Interpret extended error details with TestErrorInfo in Logic Apps tests | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-error-info-class-definition | | Use TestErrorResponseAdditionalInfo for detailed Logic Apps test errors | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-error-response-additional-info-class-definition | | Use Logic Apps workflow metrics for health diagnosis | https://learn.microsoft.com/en-us/azure/logic-apps/view-workflow-metrics | | Diagnose Logic Apps workflow runs and alerts | https://learn.microsoft.com/en-us/azure/logic-apps/view-workflow-status-run-history |
| Topic | URL | |-------|-----| | Design robust error and exception handling in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/error-exception-handling | | Optimize Logic Apps rules with control functions | https://learn.microsoft.com/en-us/azure/logic-apps/rules-engine/add-rules-control-functions | | Perform advanced operations on Logic Apps rulesets | https://learn.microsoft.com/en-us/azure/logic-apps/rules-engine/perform-advanced-ruleset-tasks | | Handle non-Unicode encodings in Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/support-non-unicode-character-encoding |
| Topic | URL | |-------|-----| | Plan migration approaches from BizTalk to Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/biztalk-server-migration-approaches | | Estimate Azure Logic Apps Standard storage costs | https://learn.microsoft.com/en-us/azure/logic-apps/estimate-storage-costs | | Create migration plans with Logic Apps Migration Agent | https://learn.microsoft.com/en-us/azure/logic-apps/migration/migration-agent-planning-stage | | Plan and manage Azure Logic Apps costs | https://learn.microsoft.com/en-us/azure/logic-apps/plan-manage-costs | | Decide when to migrate Power Automate flows to Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/power-automate-migration | | Choose between Standard and Consumption Azure Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/single-tenant-overview-compare |
| Topic | URL | |-------|-----| | Design autonomous AI agent workflows in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/create-autonomous-agent-workflows | | Design conversational AI agent workflows in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/create-conversational-agent-workflows | | Design Logic Apps workflows to replicate Azure resources | https://learn.microsoft.com/en-us/azure/logic-apps/create-replication-tasks-azure-resources | | Design web and REST API patterns for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-create-api-app | | Design end-to-end B2B messaging workflows in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-b2b | | Design cross-region disaster recovery for Logic Apps B2B | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-b2b-business-continuity | | Design multi-region disaster recovery for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/multi-region-disaster-recovery | | Understand Logic Apps Rules Engine execution behavior | https://learn.microsoft.com/en-us/azure/logic-apps/rules-engine/rules-engine-optimization | | Use sequential convoy pattern for ordered Service Bus messages | https://learn.microsoft.com/en-us/azure/logic-apps/send-related-messages-sequential-convoy | | Implement handoff agent loop patterns with shared context | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-handoff-agent-workflow | | Implement prompt-chaining agent loop workflows in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-prompt-chain-agent-workflow | | Choose single vs multiple agent loops in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/single-versus-multiple-agents |
| Topic | URL | |-------|-----| | Use inline JavaScript with Logic Apps limits | https://learn.microsoft.com/en-us/azure/logic-apps/add-run-javascript | | Control SQL result size and timeouts in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/handle-long-running-stored-procedures-sql-connector | | Configure pagination to exceed Logic Apps connector page limits | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-exceed-default-page-size-with-pagination | | Handle large Logic Apps messages with chunking limits | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-handle-large-messages | | Reference Logic Apps limits and configuration settings | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-limits-and-config | | Understand Logic Apps usage metering and billing behavior | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-pricing |
| Topic | URL | |-------|-----| | Configure managed identity authentication for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/authenticate-with-managed-identity | | Block cross-tenant shared connections in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/block-connections-across-tenants | | Block specific connector usage with Azure Policy | https://learn.microsoft.com/en-us/azure/logic-apps/block-connections-connectors | | Deploy Standard Logic Apps to private storage with endpoints | https://learn.microsoft.com/en-us/azure/logic-apps/deploy-single-tenant-logic-apps-private-storage-account | | Configure Defender for Cloud health monitoring for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/healthy-unhealthy-resource | | Configure Entra authentication for Logic Apps custom APIs | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-custom-api-authentication | | Configure certificates to secure B2B messages in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-certificates | | Secure Logic Apps workflow access and data | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-securing-a-logic-app | | Use built-in Azure Policy definitions for Logic Apps governance | https://learn.microsoft.com/en-us/azure/logic-apps/policy-reference | | Secure Logic Apps Standard workflows with private endpoints | https://learn.microsoft.com/en-us/azure/logic-apps/secure-single-tenant-workflow-virtual-network-private-endpoint | | Apply Azure Policy compliance controls to Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/security-controls-policy | | Secure agentic Logic Apps workflows with Easy Auth | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-authentication-agent-workflows | | Set up OAuth OBO flow for agent tools in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-on-behalf-of-user-flow |
| Topic | URL | |-------|-----| | Execute inline PowerShell in Standard Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/add-run-powershell-scripts | | Configure Logic Apps connections to on-premises data sources | https://learn.microsoft.com/en-us/azure/logic-apps/connect-on-premises-data-sources | | Create Azure Monitor log queries for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/create-monitoring-tracking-queries | | Create and publish reusable Logic Apps workflow templates | https://learn.microsoft.com/en-us/azure/logic-apps/create-publish-workflow-templates | | Configure app and host settings for Standard Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/edit-app-settings-host-settings | | Enable enhanced Application Insights telemetry for Logic Apps Standard | https://learn.microsoft.com/en-us/azure/logic-apps/enable-enhanced-telemetry-standard-workflows | | Create and manage integration accounts for Logic Apps B2B | https://learn.microsoft.com/en-us/azure/logic-apps/enterprise-integration/create-integration-account | | Create and manage integration accounts for B2B | https://learn.microsoft.com/en-us/azure/logic-apps/enterprise-integration/create-integration-account | | Reference for Logic Apps workflow expression functions | https://learn.microsoft.com/en-us/azure/logic-apps/expression-functions-reference | | Install and configure on-premises data gateway for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/install-on-premises-data-gateway-workflows | | Author and extend Logic Apps JSON workflow definitions | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-author-definitions | | Configure and handle content types in Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-content-type | | Create and join parallel branches in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-control-flow-branches | | Configure conditional control flow in Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-control-flow-conditional-statement | | Configure loops to repeat actions in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-control-flow-loops | | Group actions into scopes and use scope status in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-control-flow-run-steps-group-scopes | | Configure switch-based branching in Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-control-flow-switch-statement | | Configure B2B agreements between partners in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-agreements | | Configure AS2 message settings in Logic Apps agreements | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-as2-message-settings | | Configure EDIFACT message settings in Logic Apps agreements | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-edifact-message-settings | | Configure maps for transform operations in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-maps | | Add metadata to B2B artifacts in Logic Apps integration accounts | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-metadata | | Define B2B trading partners in Logic Apps integration accounts | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-partners | | Add and manage schemas for Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-schemas | | Configure X12 message settings in Logic Apps agreements | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-x12-message-settings | | Configure callable HTTPS endpoints for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-http-endpoint | | Schema reference for Logic Apps triggers and actions | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-workflow-actions-triggers | | Reference for monitoring data and logs in Azure Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/monitor-logic-apps-reference | | Configure Azure Monitor logging for B2B Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/monitor-track-b2b-messages-consumption | | Configure B2B transaction monitoring in Logic Apps Standard | https://learn.microsoft.com/en-us/azure/logic-apps/monitor-track-b2b-transactions-standard | | Configure diagnostic logging for Logic Apps with Azure Monitor | https://learn.microsoft.com/en-us/azure/logic-apps/monitor-workflows-collect-diagnostic-data | | Configure Parse Document and Chunk Text actions in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/parse-document-chunk-text | | Configure SQL database storage for Logic Apps Standard | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-sql-database-storage-standard | | Configure zone redundancy for Azure Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-zone-redundancy-availability-zones | | Test Logic Apps workflows with mock outputs | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-logic-apps-mock-data-static-results | | Define B2B tracking schemas for Logic Apps Consumption | https://learn.microsoft.com/en-us/azure/logic-apps/tracking-schemas-consumption | | Understand B2B tracking schemas for Logic Apps Standard | https://learn.microsoft.com/en-us/azure/logic-apps/tracking-schemas-standard | | Workflow Definition Language JSON schema for Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/workflow-definition-language-schema |
| Topic | URL | |-------|-----| | Add Logic Apps connector tools to Foundry agents | https://learn.microsoft.com/en-us/azure/logic-apps/add-agent-tools-connector-actions | | Run inline C# scripts in Logic Apps Standard workflows | https://learn.microsoft.com/en-us/azure/logic-apps/add-run-csharp-scripts | | Call Azure Functions from Azure Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/call-azure-functions-from-workflows | | Export Logic Apps as custom connectors for Power Apps | https://learn.microsoft.com/en-us/azure/logic-apps/call-from-power-apps | | Use Azure OpenAI and AI Search connectors in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/azure-ai | | Reference for Logic Apps Standard built-in service provider connectors | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/ | | Run Python Container Apps sessions via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/acasession/ | | Use Azure AI Search connector actions in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azureaisearch/ | | Automate Azure Automation jobs with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azureautomation/ | | Integrate Azure Blob Storage via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azureblob/ | | Integrate Azure Cosmos DB via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azurecosmosdb/ | | Access Azure File Storage using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azurefile/ | | Work with Azure Queue Storage via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azurequeues/ | | Use Azure Table Storage in Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/azuretables/ | | Invoke CICS programs using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/cicsprogramcall/ | | Integrate Confluent Kafka with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/confluentkafka/ | | Connect to IBM DB2 databases with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/db2/ | | Use Azure AI Document Intelligence with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/documentintelligence/ | | Publish events to Event Grid with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/eventgridpublisher/ | | Send and receive Event Hubs messages via Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/eventhub/ | | Access on-premises file systems via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/filesystem/ | | Transfer files over FTP using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/ftp/ | | Access IBM host files using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/hostfile/ | | Call IBM i programs via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/ibmiprogramcall/ | | Invoke IMS programs using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/imsprogramcall/ | | Use JDBC data sources with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/jdbc/ | | Use Azure Key Vault secrets in Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/keyvault/ | | Integrate IBM MQ messaging with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/mq/ | | Call Azure OpenAI via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/openai/ | | Connect to RabbitMQ queues via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/rabbitmq/ | | Use SAP connector operations in Azure Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/sap/ | | Integrate Azure Service Bus with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/servicebus/ | | Transfer files over SFTP using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/sftp/ | | Automate IBM 3270 terminal interactions via Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/si3270/ | | Send email via SMTP using Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/smtp/ | | Connect to SQL Server databases with Logic Apps connector | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/built-in/reference/sql/ | | Use Code Interpreter connector for Python in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/code-interpreter-python-container-apps-session | | Configure Azure OpenAI prompt templates in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/create-chat-completions-prompt-template | | Access Microsoft Dataverse from Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/dataverse | | Connect Logic Apps workflows to IBM Informix | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/informix | | Integrate healthcare systems via HL7 in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/integrate-healthcare-systems | | Configure SAP connectivity for Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/sap | | Build SAP integration workflows with Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/sap-create-example-scenario-workflows | | Generate SAP IDoc and BAPI schemas via Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/connectors/sap-generate-schemas-for-artifacts | | Build custom built-in connectors for Standard Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/create-custom-built-in-connector-standard | | Create data transformation maps in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/create-maps-data-transformation-visual-studio-code | | Expose Logic Apps workflows as remote MCP servers | https://learn.microsoft.com/en-us/azure/logic-apps/create-model-context-protocol-server-standard | | Implement inline .NET custom functions in Logic Apps Standard | https://learn.microsoft.com/en-us/azure/logic-apps/create-run-custom-code-functions | | Host and call web or REST APIs from Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-custom-api-host-deploy-call | | Use Logic Apps data operations with workflow code samples | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-data-operations-code-samples | | Send and receive AS2 messages in Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-as2 | | Use EDIFACT connector for B2B workflows in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-edifact | | Encode and decode flat-file XML in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-flatfile | | Transform JSON and XML with Liquid in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-liquid-transform | | Exchange RosettaNet messages in Logic Apps B2B workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-rosettanet | | Transform XML with maps in Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-transform | | Exchange X12 messages in Logic Apps B2B workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-x12 | | Process XML messages and flat files in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-xml | | Compose XML documents from JSON in Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-xml-compose | | Parse XML with schemas in Standard workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-xml-parse | | Validate XML messages in B2B Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-enterprise-integration-xml-validation | | Use data operations in Azure Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-perform-data-operations | | Implement fact creators and retrievers for Logic Apps rules | https://learn.microsoft.com/en-us/azure/logic-apps/rules-engine/build-fact-creators-retrievers | | Mock Logic Apps actions with ActionMock in Automated Test SDK | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/action-mock-class-definition | | Use Azure Logic Apps Automated Test SDK for workflow testing | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/automated-test-sdk | | Test Logic Apps data maps with DataMapTestExecutor | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/data-map-test-executor-class-definition | | Use TestActionExecutionContext for Logic Apps unit tests | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-action-execution-context-class-definition | | Manage Logic Apps unit test state with TestExecutionContext | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-execution-context-class-definition | | Work with loop iteration items using TestIterationItem in Logic Apps tests | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-iteration-item-class-definition | | Access workflow output parameters with TestWorkflowOutputParameter | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-workflow-output-parameter-class-definition | | Inspect loop action results with TestWorkflowRunActionRepetitionResult | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-workflow-run-action-repetition-result-class-definition | | Analyze Logic Apps action results with TestWorkflowRunActionResult | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-workflow-run-action-result-class-definition | | Inspect Logic Apps workflow runs with TestWorkflowRun | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-workflow-run-class-definition | | Examine trigger execution results with TestWorkflowRunTriggerResult | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-workflow-run-trigger-result-class-definition | | Use TestWorkflowStatus enum to track Logic Apps test states | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/test-workflow-status-enum-definition | | Mock Logic Apps triggers with TriggerMock in Automated Test SDK | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/trigger-mock-class-definition | | Execute Logic Apps unit tests with UnitTestExecutor | https://learn.microsoft.com/en-us/azure/logic-apps/testing-framework/unit-test-executor-class-definition |
| Topic | URL | |-------|-----| | Automate build and release for Standard Logic Apps with Azure DevOps | https://learn.microsoft.com/en-us/azure/logic-apps/automate-build-deployment-standard | | Clone Consumption Logic Apps to Standard workflows | https://learn.microsoft.com/en-us/azure/logic-apps/clone-consumption-logic-app-to-standard-workflow | | Create and deploy Standard Logic Apps in hybrid environments | https://learn.microsoft.com/en-us/azure/logic-apps/create-standard-workflows-hybrid-deployment | | Develop and deploy Standard Logic Apps with VS Code | https://learn.microsoft.com/en-us/azure/logic-apps/create-standard-workflows-visual-studio-code | | Develop and deploy Standard Logic Apps with VS Code | https://learn.microsoft.com/en-us/azure/logic-apps/create-standard-workflows-visual-studio-code | | Implement DevOps deployment for Standard Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/devops-deployment-single-tenant-azure-logic-apps | | Export Consumption Logic Apps to Standard using VS Code | https://learn.microsoft.com/en-us/azure/logic-apps/export-from-consumption-to-standard-logic-app | | Use ARM templates to deploy Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-azure-resource-manager-templates-overview | | Author ARM templates for Logic Apps Consumption workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-create-azure-resource-manager-templates | | Deploy ARM templates for Logic Apps Consumption workflows | https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-deploy-azure-resource-manager-templates | | Automate deployment of migrated Logic Apps workflows | https://learn.microsoft.com/en-us/azure/logic-apps/migration/migration-agent-deployment-stage | | Move Logic Apps across subscriptions, groups, and regions | https://learn.microsoft.com/en-us/azure/logic-apps/move-logic-app-resources | | Deploy Logic Apps Consumption workflows with ARM templates | https://learn.microsoft.com/en-us/azure/logic-apps/quickstart-create-deploy-azure-resource-manager-template | | Deploy Logic Apps Consumption workflows using Bicep | https://learn.microsoft.com/en-us/azure/logic-apps/quickstart-create-deploy-bicep | | Create and deploy Logic Apps Rules Engine projects | https://learn.microsoft.com/en-us/azure/logic-apps/rules-engine/create-rules-engine-project | | Create Logic Apps using Azure CLI script sample | https://learn.microsoft.com/en-us/azure/logic-apps/sample-logic-apps-cli-script | | Configure continuous deployment for Standard Logic Apps via Deployment Center | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-cd-deployment-center-standard | | Configure deployment slots for zero-downtime Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-deployment-slots | | Set up DevOps deployment for Standard Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-devops-deployment-single-tenant-azure-logic-apps | | Set up infrastructure for hybrid-deployed Standard Logic Apps | https://learn.microsoft.com/en-us/azure/logic-apps/set-up-standard-workflows-hybrid-deployment-requirements |
tools
Expert knowledge for Microsoft Foundry (aka Azure AI Foundry) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Foundry agents with Azure OpenAI, model router patterns, MCP tools, private networking, or eval workflows, and other Microsoft Foundry related development tasks. Not for Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Local (use microsoft-foundry-local), Microsoft Foundry Tools (use microsoft-foundry-tools).
tools
Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including troubleshooting, decision making, configuration, and integrations & coding patterns. Use when calling Foundry Local REST/chat APIs, tools, transcription, LangChain apps, Olive HF compilation, or CLI, and other Microsoft Foundry Local related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Tools (use microsoft-foundry-tools), Azure Local (use azure-local).
tools
Expert knowledge for Microsoft Foundry Classic (aka Azure AI Foundry classic) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Foundry agents, configuring model routing, securing VNets/Private Link, integrating tools/SDKs, or deploying hubs, and other Microsoft Foundry Classic related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Local (use microsoft-foundry-local), Microsoft Foundry Tools (use microsoft-foundry-tools).
development
Expert guidance for designing, assessing, and optimizing Azure workloads using Azure Well Architected. Covers design review checklists, recommendations, design principles, tradeoffs, service guides, workload patterns, and assessment questions. Use when designing AI, HPC, SaaS, AVD, or mission-critical workloads with WAF-aligned Azure patterns and guidance, and other Azure Well Architected related development tasks.