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You have a LangGraph multi-agent workflow that uses Azure Cosmos DB as a checkpointer.
You plan to change the pruning rules for the running message list before the next release You need to implement evaluations tor memory. The solution must meet the following requirements:
* Verify that claim-related state values remain correct at transition points.
* Verify that conversation context is preserved after an interruption.
* Identify the source of any loss of continuity during a run
Which three actions should you perform Each correct answer presents part of the solution NOTE: Each correct selection is worth one point.

• A. Store the expected values in short-term memory and remove durable external artifacts before each run.
• B. Compare the persisted checkpoints documents for the evaluation thread_id with the expected State values after each handoff.
• C. Run a scripted multi-turn case through all the agents by using a single thread id before and after a process restart.
• D. Run each turn with a different threaded and evaluate the final response text for the case.
• E. Capture the tool.call.arguments and tool.call.results attributes as the memory evaluation data for each tool invocation.
• F. Correlate the evaluation run ID with trace spans for agent-to-agent interactions and state management.

You have a multi-agent solution in a Microsoft Foundry project. The project connects to an Azure Storage account named stgaudit.
You plan to enable a storage-backed tool for the agent The tool will read and write blobs to stgaudit.
You need to create a role assignment for the agent. The solution must follow the principle of least privilege.
Which role should you use?

• A. Contributor
• B. Storage Account Contributor
• C. Storage Blob Data Owner
• D. Storage Blob Data Contributor

You have a Microsoft Agent Framework solution for customer support that includes the following agents:
* A triage agent
* A refund specialist agent that runs in the same process as the triage agent
* A compliance review agent that is exposed by a partner team as a remote service You need to identify which integration components the triage agent will use to coordinate interactions with the other agents.
What should you identify for each agent? To answer, drag the appropriate components to the correct agents Each component may be used once, more than once, or not at all You may need to drag the split bar between panes or scroll to view content NOTE: Each correct selection is worth one point.

You are designing Microsoft Foundry multi-agent solution. The agents will use Agent-to-Agent (A2A) delegation and access separate Azure Storage containers within a resource group named RG1.
You need to recommend identity components for the design. The solution must meet the following requirements:
* Eliminate stored application secrets.
* Limit the impact of a compromised agent or deployment.
Solution: Use delegated user permissions for agent actions. Assign Azure roles by using a shared security group. Does this meet the goal?

• A. No
• B. Yes

You have a Microsoft Foundry multi-agent solution. The solution includes a parent agent that can call an Azure logic app and delegate to two subagents.
You need to implement a review process for flagged interactions. The solution must meet the following requirements;
* Identify requests that call third-party services.
* Moderate the prompts, steps, and tool calls.
* Include a governance review.
What should you do?

• A. Route subagent findings to compliance reviewers, correlate the parent and subagent. and require approval for only the final parent-agent message.
• B. Run agent evaluators during CI/CD, require a reviewer to approve the release, and collect production transcripts for sensitive-use intake after the pilot.
• C. Use Foundry Content Safety to prioritize sensitive messages for moderators, require moderator approval for final responses, and allow selected calls to proceed automatically.
• D. Submit the requests by using central sensitive-use intake, enable guardrails and traces, and require reviewers to approve, edit, or reject messages.