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Microsoft GH-600 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implement guardrails and accountability | 10–15% | - Ensure compliance, safety, and responsible use - Add validation, review, and approval gates - Log actions, decisions, and changes for audit - Enforce least privilege and security boundaries |
| Orchestrate multi-agent coordination | 15–20% | - Design workflows for multiple agents - Prevent conflicts and manage shared resources - Define communication and handoff protocols - Monitor and troubleshoot multi-agent execution |
| Prepare agent architecture and SDLC processes | 15–20% | - Plan agent deployment, monitoring, and maintenance - Design agent autonomy and decision boundaries - Define agent purpose, scope, and success criteria - Integrate agents into software development lifecycle |
| Perform evaluation, error analysis, and tuning | 15–20% | - 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 |
| Manage memory, state, and execution | 10–15% | - Handle execution flow, retries, and interruptions - Choose memory types: short-term, long-term, external - Implement memory cleanup and expiration rules - Scope and persist agent state correctly |
| Implement tool use and environment interaction | 20–25% | - Manage permissions and environment access - Implement tools, custom actions, and MCP servers - Configure and extend GitHub Copilot agents - Connect agents to codebase, APIs, and external systems |
Microsoft GitHub Agentic AI Developer Sample Questions:
1. An enterprise administrator wants to audit which repositories have had Copilot coding agent- created pull requests over the last 30 days. Where should the administrator look?
A) Organization audit log
B) copilot-setup-steps.yml
C) .copilotignore file
D) MCP server logs
2. You have a GitHub repository.
You use the GitHub Copilot CLI to run an agentic workflow from the terminal.
During execution, the conversation history approaches the context limit. The agent cannot continue the current session unless the amount of retained context is reduced.
You need to continue the current session without losing all the prior progress.
Which Copilot CLI slash command should you run?
A) /context
B) /clear
C) /yolo
D) /compact
3. While using agent mode in VS Code, you want Copilot to run a specific test suite as a validation step after making changes, without manually invoking the terminal each time. What feature enables this?
A) MCP server integration
B) Tool/terminal invocation permissions in agent mode
C) CODEOWNERS
D) .copilotignore
4. Drag and Drop Question
You have a GitHub repository that runs an agentic software development lifecycle (SDLC) workflow by using GitHub Actions. The workflow uses the following three executors implemented as scripts: spec_analyzer, risk_reviewer, and plan_merger.
You need to coordinate multiple specialized agents so that analysis and risk review run in parallel, and then a final executor merges the outputs into a single plan. The orchestration pattern must fan out one request to multiple executors, and then fan in the results to a final executor.
How should you complete the workflow definition? 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.
5. You have a GitHub Copilot coding agent named CodeAgent. The .agent.md file of CodeAgent contains the following YAML frontmatter.
---
name: CodeAgent
description: Performs repository analysis and code review tasks.
tools: ['edit', 'execute', 'read', 'search']
---
You need to issue a GitHub Copilot CLI command that preserves execution velocity for read-only tasks by eliminating approval prompts for low-risk tools. The solution must ensure that high-risk tools that can make changes remain available but still require explicit user approval before running.
Which command should you run?
A) copilot agent run CodeAgent --deny-tool 'edit,execute'
B) copilot agent run CodeAgent --allow-tool 'read,search' --deny-tool 'edit,execute'
C) copilot agent run CodeAgent --allow-all-tools
D) copilot agent run CodeAgent
E) copilot agent run CodeAgent --allow-tool 'read,search'
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: Only visible for members | Question # 5 Answer: B |
