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The custom agent and Power Platform app exchange only explicitly authorized structured requests and log outcomes. This step belongs to Microsoft Foundry versus Power Platform agent boundary rather than the complementary pair here. The required action is: Use managed solutions with controlled upgrades and inspect component layers to understand why a target customization overrides a release. And its evidence is: Review active layer, publisher, managed property, patch versus upgrade, dependency and current component state.

Inspect client session diagnostics, plug-in trace logs, flow run IDs, app request headers, telemetry sampling and alert thresholds. This step belongs to Cross-service monitoring and alert design rather than the complementary pair here. The required action is: Use managed solutions with controlled upgrades and inspect component layers to understand why a target customization overrides a release. And its evidence is: Review active layer, publisher, managed property, patch versus upgrade, dependency and current component state.

Use solution environment variables for per-environment configuration and connection references for connector bindings, rather than hardcoded identifiers or secrets. This step belongs to Environment variables and connection references rather than the complementary pair here. The required action is: Use managed solutions with controlled upgrades and inspect component layers to understand why a target customization overrides a release. And its evidence is: Review active layer, publisher, managed property, patch versus upgrade, dependency and current component state.

Inspect custom API uniqueness, bound/unbound setting, parameters, Execute privilege, registration and returned response shape. These checks are relevant to Dataverse custom API contract and plug-in execution, but are not the most discriminating first evidence for this case. Inspect instead: Inspect assembly version, registered type, message filters, sandbox mode, image alias and effective solution layer.

Inspect token audience/scopes, app registration, app-user Dataverse role, expiration and token cache security. These checks are relevant to OAuth delegated vs client credential in Dataverse, but are not the most discriminating first evidence for this case. Inspect instead: Inspect assembly version, registered type, message filters, sandbox mode, image alias and effective solution layer.

Inspect trigger type, filtering attributes, change type, OData row filter, trigger condition and run history. These checks are relevant to Power Automate Dataverse trigger filter columns and OData, but are not the most discriminating first evidence for this case. Inspect instead: Inspect assembly version, registered type, message filters, sandbox mode, image alias and effective solution layer.

Inspect PAC CLI export/import steps, environment permissions, build logs, package version, preflight checks and postdeployment smoke tests. These checks are relevant to Power Platform pipelines and CI deployment gates, but are not the most discriminating first evidence for this case. Inspect instead: Inspect agent environment, authenticated action connector, knowledge scope, approval policy, human escalation and telemetry.

Inspect data location, required transaction participation, authentication type, operation contract, caller scope and rate limits. These checks are relevant to Custom connector boundary versus plug-in endpoint, but are not the most discriminating first evidence for this case. Inspect instead: Inspect agent environment, authenticated action connector, knowledge scope, approval policy, human escalation and telemetry.

Compare host form lifecycle, accessibility, reuse, data access, application complexity and deployment requirements. These checks are relevant to Choosing client scripts PCF or code apps, but are not the most discriminating first evidence for this case. Inspect instead: Inspect agent environment, authenticated action connector, knowledge scope, approval policy, human escalation and telemetry.

Use child flows inside solutions to share reusable logic with declared inputs, outputs and correct run-only connection behavior. This step belongs to Child flows and solution connection references rather than the complementary pair here. The required action is: Use the supported Work IQ and Dataverse integration context to ground agent responses in accessible enterprise data, with least privilege and citation to records. And its evidence is: Inspect data connection, access control, relevance filters, record freshness, approved tools and response trace.

Inspect action statuses, timeout values, scope execution tree, compensating action and per-run correlation. This step belongs to Power Automate Scope run-after and failure handling rather than the complementary pair here. The required action is: Use the supported Work IQ and Dataverse integration context to ground agent responses in accessible enterprise data, with least privilege and citation to records. And its evidence is: Inspect data connection, access control, relevance filters, record freshness, approved tools and response trace.

The C# extension updates only intended Dataverse attributes while surfacing actionable service faults. This step belongs to Dataverse Organization Service SDK operations rather than the complementary pair here. The required action is: Use the supported Work IQ and Dataverse integration context to ground agent responses in accessible enterprise data, with least privilege and citation to records. And its evidence is: Inspect data connection, access control, relevance filters, record freshness, approved tools and response trace.

Use durable checkpoints, conflict detection and explicit deletion reconciliation to keep external systems consistent with Dataverse. That action addresses Incremental sync conflict and deletion recovery instead. Bidirectional sync requires a defined source of truth and conflict policy; timestamp equality alone is insufficient. For this case, the targeted action is: Design webhook and broker consumers for at-least-once delivery with stable event IDs, deduplication, correlation and durable failure recovery.

Define Dataverse alternate keys over stable unique external identifiers and validate null/collation constraints before upsert. That action addresses Alternate keys for external identifiers instead. An alternate key must be active and unique; a user-friendly name often fails uniqueness or changes over time. For this case, the targeted action is: Design webhook and broker consumers for at-least-once delivery with stable event IDs, deduplication, correlation and durable failure recovery.

Define a supported OpenAPI contract with stable operationIds, schemas, types and authentication before importing a custom connector. That action addresses Custom connector OpenAPI and operation identifiers instead. A REST endpoint existing does not mean its OpenAPI contract describes the required payload or result. For this case, the targeted action is: Design webhook and broker consumers for at-least-once delivery with stable event IDs, deduplication, correlation and durable failure recovery.

Configure allowed origins for scripts, styles, connections and frames according to the code app CSP rather than setting a permissive wildcard. That action addresses Code app Content Security Policy configuration instead. A CSP error cannot be reliably fixed by disabling every restriction; precise origins should be justified. For this case, the targeted action is: Avoid redundant network calls, unnecessary re-rendering and leaked listeners; use pagination, memoization and cleanup when appropriate.

Package PCF through supported tooling, include built assets in a solution and bind the component to the intended column or dataset. That action addresses Packaging and deploying PCF in solution instead. A successful npm build is not equivalent to deploying and configuring a PCF in the target environment. For this case, the targeted action is: Avoid redundant network calls, unnecessary re-rendering and leaked listeners; use pagination, memoization and cleanup when appropriate.

Connect a code app to an authorized Copilot Studio agent through a supported client interface while validating user consent and action permissions. That action addresses Code app consuming Copilot Studio agent instead. Agent output is untrusted user-facing content; it cannot override application authorization or approval. For this case, the targeted action is: Avoid redundant network calls, unnecessary re-rendering and leaked listeners; use pagination, memoization and cleanup when appropriate.

Use expressions such as coalesce, empty, formatDateTime and guarded JSON parsing with explicit type assumptions. This step belongs to Power Automate expressions null coalesce and safe parsing rather than the complementary pair here. The required action is: Use secure inputs/outputs where needed, Azure Key Vault for governed secrets and least-privilege connections in Power Automate. And its evidence is: Inspect flow run-history exposure, connector permissions, secret rotation, Key Vault policy and accidental logging.

A record update yields one intended side effect even when another plug-in or flow touches the same row. This step belongs to Plug-in recursion depth and idempotent registration rather than the complementary pair here. The required action is: Use secure inputs/outputs where needed, Azure Key Vault for governed secrets and least-privilege connections in Power Automate. And its evidence is: Inspect flow run-history exposure, connector permissions, secret rotation, Key Vault policy and accidental logging.

Inspect message name, stage, execution context IsInTransaction, parent request, caller privileges and validation dependencies. This step belongs to Dataverse PreValidation plug-in and aborting operations rather than the complementary pair here. The required action is: Use secure inputs/outputs where needed, Azure Key Vault for governed secrets and least-privilege connections in Power Automate. And its evidence is: Inspect flow run-history exposure, connector permissions, secret rotation, Key Vault policy and accidental logging.

Use delegated OAuth for a signed-in user's work and client credentials with a constrained application user for unattended integration. That action addresses OAuth delegated vs client credential in Dataverse instead. A valid Microsoft Entra token does not grant Dataverse table privileges without application-user role assignment. For this case, the targeted action is: Use PreValidation for early validation outside the main database transaction where appropriate and throw InvalidPluginExecutionException for unsupported operations.

Move long-running operations to background processing with correlation and safe retries rather than forcing synchronous UI requests to remain open. That action addresses Asynchronous background operations and safe batching instead. Background execution does not make an operation immediately committed or free from retried messages. For this case, the targeted action is: Use PreValidation for early validation outside the main database transaction where appropriate and throw InvalidPluginExecutionException for unsupported operations.

Register a signed plug-in assembly, target message, step mode/stage and image configuration with supported tooling and deploy it in a solution. That action addresses Plug-in Registration Tool and signed assembly deployment instead. Publishing a DLL without a registered step does not automatically attach code to Dataverse messages. For this case, the targeted action is: Use PreValidation for early validation outside the main database transaction where appropriate and throw InvalidPluginExecutionException for unsupported operations.

Power Apps and flows call the function with stable typed payloads and receive normalized responses without brittle client parsing. This result validates Azure Function-backed connector transformation instead of the component in question. Here the specific acceptance check is: The business event arrives with enough immutable identifier and operation context for safe downstream handling.

Repeating the same upstream feed does not duplicate Dataverse records and updates the intended row. This result validates Dataverse UpsertRequest idempotent load instead of the component in question. Here the specific acceptance check is: The business event arrives with enough immutable identifier and operation context for safe downstream handling.

Events are consumed through the correct broker behavior with detectable retries and intentional retention. This result validates Azure Service Bus and Event Hub endpoint selection instead of the component in question. Here the specific acceptance check is: The business event arrives with enough immutable identifier and operation context for safe downstream handling.

Review manifest input/output types, updateView context, change notification frequency, cleanup and rendered DOM subscriptions. These checks are relevant to PCF lifecycle methods and output notification, but are not the most discriminating first evidence for this case. Inspect instead: Inspect build output, managed solution version, component registration, table field compatibility and app publication.

Inspect event handler properties, passExecutionContext setting, formContext acquisition, loaded form attributes and handler scope. These checks are relevant to Model-driven formContext from execution context, but are not the most discriminating first evidence for this case. Inspect instead: Inspect build output, managed solution version, component registration, table field compatibility and app publication.

Inspect solution variable current values, environment ownership, deployment settings and fallback behavior. These checks are relevant to Code app environment variables and release-specific config, but are not the most discriminating first evidence for this case. Inspect instead: Inspect build output, managed solution version, component registration, table field compatibility and app publication.

A record update yields one intended side effect even when another plug-in or flow touches the same row. This result validates Plug-in recursion depth and idempotent registration instead of the component in question. Here the specific acceptance check is: Related writes either commit in the intended atomic scope or fail with precise recoverable evidence.

Transient throttling recovers without overwhelming Dataverse or creating duplicate rows. This result validates Dataverse API service-protection throttle retry instead of the component in question. Here the specific acceptance check is: Related writes either commit in the intended atomic scope or fail with precise recoverable evidence.

A function retrieves only authorized Dataverse rows without shipping plaintext client secrets in configuration. This result validates Managed identity Azure Function to Dataverse instead of the component in question. Here the specific acceptance check is: Related writes either commit in the intended atomic scope or fail with precise recoverable evidence.