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Microsoft GH-600 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Orchestrate multi-agent coordination15–20%- Monitor and troubleshoot multi-agent execution
- Define communication and handoff protocols
- Prevent conflicts and manage shared resources
- Design workflows for multiple agents
Topic 2: Manage memory, state, and execution10–15%- Implement memory cleanup and expiration rules
- Handle execution flow, retries, and interruptions
- Scope and persist agent state correctly
- Choose memory types: short-term, long-term, external
Topic 3: Implement guardrails and accountability10–15%- Add validation, review, and approval gates
- Log actions, decisions, and changes for audit
- Enforce least privilege and security boundaries
- Ensure compliance, safety, and responsible use
Topic 4: Implement tool use and environment interaction20–25%- Implement tools, custom actions, and MCP servers
- Configure and extend GitHub Copilot agents
- Manage permissions and environment access
- Connect agents to codebase, APIs, and external systems
Topic 5: Perform evaluation, error analysis, and tuning15–20%- Test, validate, and compare agent results
- Diagnose failures, hallucinations, and unexpected behavior
- Define metrics and quality standards for outputs
- Optimize prompts, tools, and behavior through iteration
Topic 6: Prepare agent architecture and SDLC processes15–20%- Plan agent deployment, monitoring, and maintenance
- Integrate agents into software development lifecycle
- Define agent purpose, scope, and success criteria
- Design agent autonomy and decision boundaries

Microsoft GitHub Agentic AI Developer Sample Questions:

1. You have a GitHub Enterprise Cloud repository that uses the GitHub Copilot coding agent.
Engineers assign issues to Copilot, and Copilot creates draft pull requests. The engineers start tasks either by assigning issues on github.com or by using GitHub Copilot Chat in an IDE.
Reviewers request updates by leaving pull request comments.
You discover that sometimes, Copilot uses outdated requirements after a reviewer posts an updated instruction in a pull request comment, and, in several cases, Copilot fails to resume work from the comment.
You need to ensure that iteration requests are applied to the correct pull request session and are processed consistently.
What should you do?

A) Ensure that the reviewer has write access to the repository. Instruct the reviewer to mention
@copilot in the pull request comments.
B) Ensure that the agent has write access to the repository. Instruct the reviewer to mention @github in the task comments.
C) Ensure that the agent has write access to the repository. Instruct the reviewer to unassign and reassign the original issue to Copilot.
D) Start a new task from Copilot Chat in the IDE. Instruct the reviewer to mention @github in the task comments.


2. Your organization wants to ensure the Copilot coding agent cannot push directly to main, and all its changes must go through a pull request review process like any other contributor. What enforces this?

A) /context
B) Standard branch protection rules on the main branch
C) .copilotignore
D) copilot-instructions.md


3. During an agentic session, you want to see exactly how many tokens are being consumed by the system prompt, tools, and message history before deciding whether to compact. Which command should you run?

A) /context
B) /usage
C) /tokens
D) /diff


4. Case Study 1 - Contoso, Ltd
Overview
Contoso Ltd. is a software development company located in the United States.
Existing Environment
GitHub Environment
Contoso uses GitHub Enterprise and assigns GitHub Copilot Pro+ licenses to its developers. The developers use Microsoft Visual Studio Code as their IDE.
Contoso has a customer portal. The code for the portal is stored in a GitHub repository named repo1that contains the following:
- A custom agent named agent1 that includes instructions to review specs related to best practices
- A custom instruction file named validate-instructions.md that is used to validate tone of voice and applies to all .md and .txt files
- A custom instruction file named codereview.instructions.md that is used by the Copilot coding agent but is excluded for use by the Copilot code review repo1 has the following structure:
- The front-end is stored in the /frontend folder.
- The API logic is stored in the /api folder.
Contoso has a second repository named repo2 that contains a legacy .NET application named App1 built by using .NET 6. repo2 has a multi-agent workflow for modernization tasks.
Contoso enables the Model Context Protocol (MCP) registry and allows the Microsoft Learn MCP Server. Every developer must configure their own connection to the Learn MCP Server.
Problem Statements
The developers working in repo1 report that the Microsoft Learn documentation is NOT being retrieved when they attempt to validate a design by using agent1.
The testing team at Contoso identifies that the customer portal uses inconsistent UI styles, which leads to customer confusion and branding issues. The UI inconsistencies stem from variations in the folder structure.
Agent Logs
You have the following logs for the multi-agent workflow used in repo2.

Requirements
Planned Changes
Contoso plans to have all agents and developers in repo1use the Microsoft Learn MCP to ensure that reviews are validated by using the appropriate documentation. This must be implemented centrally.
Contoso plans to leverage AI-powered coding agents to implement new portal features and pages.
Technical Requirements
App1 must be upgraded to .NET 10. A previous upgrade attempt was started by using the Copilot modernization agent, but the attempt was never finalized.
You plan to retry the upgrade. You must first analyze App1 by using AI, and then generate a report that contains breaking changes and deprecated patterns before retrying the upgrade.
All AI-generated code for UI styling must adhere to a predefined folder structure.
The architects at Contoso need help building implementation plans for repo1. The company wants to implement a new agent named agent2 to analyze the code base and the code requirements, and then respond with a detailed plan. The agent must NOT be able to edit files or run local commands.
The developers must be able to delegate work to the Copilot coding agent by assigning issues to the agent.
Hotspot Question
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.


5. You are debugging an agentic workflow that intermittently fails specific tool calls with rate-limit errors when connecting to an internal MCP server. What is the most direct remediation?

A) Add a CODEOWNERS entry
B) Run /clear
C) Switch to --allow-all
D) Increase the MCP server's configured rate limits/quota


Solutions:

Question # 1
Answer: A
Question # 2
Answer: B
Question # 3
Answer: A
Question # 4
Answer: Only visible for members
Question # 5
Answer: D

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