Hotspot Question
A team deploys Copilot Studio solutions by using Power Platform Pipelines.
You must configure a deployment strategy that meets the following requirements:
- Ensure that the solutions deploy in dev, test, and production
environments in order.
- Identify missing connection references or environment variables
before the deployment process begins.
- Manage all pipeline stages and security from a single, unified
location for all linked environments.
You need to configure the pipeline to meet the requirements.
What should you configure for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

An agent needs to call an external REST API that isn't available as a pre-built connector, and the API requires OAuth 2.0 authentication. What should you create?

• A. A generative answers node
• B. A new environment variable only
• C. A custom connector with an OAuth 2.0 authentication type
• D. A Power Automate flow with anonymous authentication

A team is developing an agent in Copilot Studio and wants to evaluate its behavior before expanding access.
The team needs a repeatable, consistent method to test the agent using predefined interactions.
You need to ensure that agent responses can be evaluated consistently across multiple test runs.
What should you do?

• A. Define test sets of prompts and expectations.
• B. Change the evaluation method to a qualitative approach.
• C. Publish the agent to additional channels for broader usage.
• D. Enable telemetry and analytics to monitor intent matches, fallback usage, and response frequency.
• E. Review evaluation scores from previous production sessions.

Drag and Drop Question
A company is integrating an agent in Copilot Studio into a custom application by using the Microsoft 365 Agents SDK.
The project requirements specify that the deployment workflow must follow a strict dependency- driven sequence.
- The agent must be published before configuration values are
retrieved.
- End-to-end validation must occur before production deployment.
You need to plan the deployment workflow to integrate the agent.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

A company is building an agent in Copilot Studio.
The agent must meet the following requirements:
- Responses must be grounded in approved internal content.
- The agent must be able to retrieve information from configured data
sources in a topic.
You need to configure the agent so that topic responses are grounded from custom data sources.
What should you configure?

• A. Increase the response length limit to improve answer completeness.
• B. Add a custom prompt that tells the agent to answer only from company data.
• C. Enable analytics to review which topics users trigger most often.
• D. Configure knowledge sources in a generative answers node.
• E. Add SharePoint as a knowledge source only at the agent level.