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Microsoft GH-600 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Perform evaluation, error analysis, and tuning | 15–20% | - Define metrics and quality standards for outputs - Diagnose failures, hallucinations, and unexpected behavior - Test, validate, and compare agent results - Optimize prompts, tools, and behavior through iteration |
| Topic 2: Orchestrate multi-agent coordination | 15–20% | - Prevent conflicts and manage shared resources - Define communication and handoff protocols - Design workflows for multiple agents - Monitor and troubleshoot multi-agent execution |
| Topic 3: Prepare agent architecture and SDLC processes | 15–20% | - Design agent autonomy and decision boundaries - Define agent purpose, scope, and success criteria - Integrate agents into software development lifecycle - Plan agent deployment, monitoring, and maintenance |
| Topic 4: Implement guardrails and accountability | 10–15% | - Log actions, decisions, and changes for audit - Ensure compliance, safety, and responsible use - Add validation, review, and approval gates - Enforce least privilege and security boundaries |
| Topic 5: Implement tool use and environment interaction | 20–25% | - Manage permissions and environment access - Configure and extend GitHub Copilot agents - Implement tools, custom actions, and MCP servers - Connect agents to codebase, APIs, and external systems |
| Topic 6: Manage memory, state, and execution | 10–15% | - Choose memory types: short-term, long-term, external - Handle execution flow, retries, and interruptions - Implement memory cleanup and expiration rules - Scope and persist agent state correctly |
Microsoft GitHub Agentic AI Developer Sample Questions:
1. You are architecting an agentic AI system and need the agent's tool-calling behavior to be constrained so it can only call a specific allow-listed set of MCP tools, never arbitrary ones. What should you configure?
A) /usage
B) Repository ruleset
C) .copilotignore
D) Tool/server allow-list in the MCP client configuration
2. 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
C) copilot agent run CodeAgent --allow-tool 'read,search'
D) copilot agent run CodeAgent --allow-all-tools
E) copilot agent run CodeAgent --allow-tool 'read,search' --deny-tool 'edit,execute'
3. A team assigns an issue to the GitHub Copilot coding agent by using the following one-line description: Fix the login bug.
Copilot creates a pull request, but the pull request is missing changes and has an incorrect scope.
How should you resolve the issue?
A) Add a clear description of the problem to the issue.
B) Update the Model Context Protocol (MCP) server rate limits.
C) Allocate more resources to copilot-setup-steps.yml.
D) Enable Copilot memory.
4. You are analyzing the following agent logs.
You need to classify the error in a report for your company's CTO.
How should you classify the error?
A) Context Issue
B) Reasoning error
C) Network issue
D) Tool misuse
5. You have a multi-agent GitHub Actions workflow that uploads review artifacts for each run.
You discover that some workflow run artifacts are being deleted manually.
You need to use your organization's audit log data to identify which user deleted the artifacts.
Which audit log search filter should you use?
A) operation:remove
B) action:workflows.run
C) repo:<org>/<repo>
D) action:artifact.destroy
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: E | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: D |
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