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Developing in Agentic AI Systems Question and Answers

Developing in Agentic AI Systems

Last Update Sep 23, 2026
Total Questions : 106

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Questions 1

You need to implement agent2 to meet the technical requirements.

How should you complete the YAML configuration? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

HOTSPOT

name: implementation-planner

description: Creates detailed implementation plans and technical specifications in markdown format

tools: [

< Dropdown 1 > ,

< Dropdown 2 > ,

' microsoftdocs/mcp/docs_search ' ,

' microsoftdocs/mcp/docs_fetch '

]

The accompanying image includes empty dropdown controls and recreated practice alternatives.

Options:

Discussion 0
Questions 2

While upgrading App1, the agent identifies 47 issues, including a security vulnerability, and 46 API incompatibilities across different projects.

Which two actions are unsafe to delegate to the agent and require human involvement? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.  

Generate the assessment.md file.

B.  

Approve all Git commits.

C.  

Validate whether the tasks.md file exists.

D.  

Validate the assessment.md file for accuracy.

E.  

Review the plan.md file for dependencies.

Discussion 0
Questions 3

After App1 is upgraded to meet the technical requirements, you need to validate the output.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Options:

Discussion 0
Questions 4

You need to troubleshoot the issue reported by Dev1.

What should you review?

Options:

A.  

The GitHub Actions usage metrics of repo1.

B.  

The agent session log in the Agents panel.

C.  

The GitHub Actions runner log for the session job.

D.  

The GITHUB_TOKEN permissions block in the agent1 workflow.

Discussion 0
Questions 5

You need to configure agent1 to support the planned changes.

What should you do?

Options:

A.  

Add Use all available tools to the instructions in the agent configuration.

B.  

Add the mcp-servers property to the agent configuration.

C.  

In the agent configuration, replace line 05 with the following: tools: []

D.  

Add Use all available tools to the .github/copilot-instructions.md file.

E.  

Delete line 05 from the agent configuration.

Discussion 0
Questions 6

You need to resolve the issue of the agents generating conflicting output. The solution must meet the implementation guidelines.

What should you do?

Options:

A.  

Configure each agent to work on a separate branch and add a required status check that detects file-level overlap before either pull request can be merged.

B.  

Configure tools: [ ' read ' , ' search ' ] in both agent profiles to prevent either agent from writing files.

C.  

Add shared/config.yaml to a CODEOWNERS file that requires SG_Review approval before any changes can be merged.

D.  

Configure a concurrency group on both agent workflows so that only one workflow runs at a time.

Discussion 0
Questions 7

You need to resolve the scoping issue associated to agent1.

What should you do?

Options:

A.  

To the profile of agent1, add a custom instruction specifying that the agent must NOT access billing-service or infra-terraform.

B.  

Add a permissions block to the agent1 workflow in product-api.

C.  

Create a fine-grained personal access token (PAT) scoped to product-api and store the PAT as a GitHub Actions secret for agent1 to use.

D.  

Create a ruleset for billing-service and infra-terraform that blocks push access from the github-actions bot account.

Discussion 0
Questions 8

You are evaluating how agent1 will behave after you implement the planned changes.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Options:

Discussion 0
Questions 9

Before App1 is upgraded, you need to verify each individual upgrade step and whether all tests have passed.

Which file should you use?

Options:

A.  

< project > /.mcp/agent.md

B.  

< project > /.github/plan.md

C.  

< project > /.github/upgrades/{scenarioId}/assessment.md

D.  

< project > /.github/upgrades/{scenarioId}/tasks.md

Discussion 0
Questions 10

You are evaluating the logs of the multi-agent workflow in repo2.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Options:

Discussion 0
Questions 11

You need to make changes to repo1 to support the planned changes for the developers.

What should you modify?

Options:

A.  

< project > /.mcp/server.json

B.  

.github/agents/*.agent.md

C.  

.vscode/mcp.json

D.  

.vscode/settings.json

Discussion 0
Questions 12

You need to enable Copilot memory to support the planned changes.

What should you configure?

Options:

A.  

The personal Copilot settings of each developer

B.  

The Copilot settings of each repository

C.  

The agent profile of agent1

D.  

The Copilot settings of the organization

Discussion 0
Questions 13

You need to make changes to repo1 to support the planned changes for the agents.

What should you modify?

Options:

A.  

< project > /.mcp/server.json

B.  

.vscode/settings.json

C.  

.github/agents/*.agent.md

D.  

.vscode/mcp.json

Discussion 0
Questions 14

Your team wants Copilot ' s suggestions to reflect knowledge of internal library APIs that are not publicly documented and not present in the codebase being edited. What is the most appropriate solution?

Options:

A.  

Add the internal docs as copilot-instructions.md

B.  

Connect an MCP server that exposes the internal documentation

C.  

Use .copilotignore to hide public APIs

D.  

Enable plan mode

Discussion 0
Questions 15

You have a GitHub Copilot coding agent that has completed a pull request for a security fix in your repository.

Before merging, you need to evaluate the quality of the agent’s work by using both automated evaluation signals and human review.

You review the session log and the pull request.

What are two automated security scanning signals available for the pull request? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.  

Linting errors from the repository’s CI pipeline configured in GitHub Actions

B.  

CodeQL findings that identify security vulnerabilities in the generated code

C.  

The detection of hardcoded secrets, such as API keys and tokens

D.  

Dependency alerts that identify vulnerable package versions in the repository

E.  

The median time to merge metric reported on the Copilot usage metrics dashboard

Discussion 0
Questions 16

You have a GitHub repository that contains the following custom agent files:

    A file named planner.agent.md that includes YAML frontmatter with a handoffs entry that has label: Start Implementation, agent: implementer, and prompt: Now implement the plan outlined above.

    A file named implementer.agent.md that is in the same directory as planner.agent.md and includes YAML frontmatter that has name: IMPLEMENTER.

You add a third agent file named review.agent.md that includes name: code-review in the YAML frontmatter.

You make the following changes to planner.agent.md:

    Update the existing handoff to include send: true and model: GPT-5.2 (copilot).

    Add a second handoff that has label: Run Review, agent: code-review, and prompt: Review the code changes made in the previous step.

Options:

Discussion 0
Questions 17

You have a GitHub repository that uses the GitHub Copilot CLI to run autonomous tasks.

You need to validate each generated command before it runs. Any commands that attempt to modify paths outside the repository must be blocked.

How should you complete the YAML? To answer, drag the appropriate values to the correct targets. Each value 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.

Options:

Discussion 0
Questions 18

You have a GitHub Enterprise Cloud organization that uses the GitHub Copilot coding agent to resolve issues asynchronously.

When an issue is assigned to GitHub Copilot, the agent creates a draft pull request, but your team cannot always tell whether the agent is actively working, has completed its session, or is awaiting workflow approval.

Which execution context does each signal indicate? To answer, drag the appropriate context to the correct signals.

Options:

Discussion 0
Questions 19

You want the GitHub Copilot coding agent to follow project-specific conventions (coding style, testing requirements, folder structure) on every task it performs in a repository. What should you create?

Options:

A.  

A .copilotignore file

B.  

A copilot-instructions.md file in .github

C.  

A CODEOWNERS file

D.  

A agents.yml workflow file

Discussion 0
Questions 20

You need to provide access to the API key of MCP1. The solution must meet the security requirements.

What should you do?

Options:

A.  

Store the API key as a secret in the Copilot environment of product-api by using a name prefix of COPILOT_MCP_, and then reference the variable name in the mcp.json configuration.

B.  

In the product-api repository settings, add the API key directly to the .mcp/server.json file by using a plaintext apiKey field.

C.  

Store the API key as a GitHub Codespaces user secret scoped to product-api.

D.  

In product-api, add the API key as a GitHub Actions encrypted secret and reference the secret by using ${{ secrets.KEY }} in the workflow YAML of agent1.

Discussion 0