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Microsoft GH-600 Exam Syllabus Topics:

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

Microsoft GitHub Agentic AI Developer Sample Questions:

1. Drag and Drop Question
Your team uses a remote GitHub Model Context Protocol (MCP) server for workflows in the software development life cycle (SDLC).
You need to commit a workspace-scoped MCP configuration to ensure that GitHub Copilot can connect to the GitHub-hosted MCP endpoint and authenticate by using a GitHub personal access token (PAT).
How should you complete the mcp.json configuration file? 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.


2. You have a GitHub Enterprise Cloud Organization that uses a custom coding agent to run GitHub Actions workflows that create branches, open pull requests, and merge changes after required checks pass.
You need to log all agent-initiated actions and ensure that the logs are retained for two years.
What should you do?

A) Enable log forwarding.
B) Configure audit log streaming to Azure Event Hubs.
C) Enable Git events in the audit log.
D) Configure audit log retention.


3. You have a GitHub Copilot coding agent named Orchestrator that runs a multi-phase workflow by using the following subagents:
- Explorer gathers context by using read-only tools.
- Modifier applies focused edits.
You are adding a new agent named Summarizer that generates a concise summary after modifications are complete. Summarizer includes the following YAML frontmatter.

The Orchestrator agent lists all three agents in its agents property.
After adding the Summarizer agent, Orchestrator successfully runs Explorer and Modifier but fails to run Summarizer.
What is a possible cause of the failure?

A) Summarizer is missing the editing tools required to complete the workflow.
B) Orchestrator is missing a handoff entry to trigger Summarizer.
C) Summarizer cannot be invoked as a subagent because disable-model-invocation is set to true.
D) Orchestrator cannot call Summarizer because user-invocable is set to false.


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

A) assessment.md
B) plan.md
C) agent.md
D) tasks.md


5. A developer uses the GitHub Copilot CLI in plan mode.
Copilot produces a plan.
What does Copilot do next?

A) saves the plan to plan.md
B) opens a pull request that has the plan as a comment
C) creates a branch named /copilot/plan in the repository
D) begins the implementation


Solutions:

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

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