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Microsoft GH-600 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Orchestrate multi-agent coordination | 15–20% | - Define communication and handoff protocols - Monitor and troubleshoot multi-agent execution - Prevent conflicts and manage shared resources - Design workflows for multiple agents |
| Topic 2: Implement guardrails and accountability | 10–15% | - 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 |
| Topic 3: Perform evaluation, error analysis, and tuning | 15–20% | - Define metrics and quality standards for outputs - Optimize prompts, tools, and behavior through iteration - Test, validate, and compare agent results - Diagnose failures, hallucinations, and unexpected behavior |
| Topic 4: Prepare agent architecture and SDLC processes | 15–20% | - Define agent purpose, scope, and success criteria - Plan agent deployment, monitoring, and maintenance - Design agent autonomy and decision boundaries - Integrate agents into software development lifecycle |
| Topic 5: 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 |
| Topic 6: 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 |
Microsoft GitHub Agentic AI Developer Sample Questions:
1. 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) /usage
B) /diff
C) /context
D) /tokens
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) .copilotignore
B) copilot-instructions.md
C) /context
D) Standard branch protection rules on the main branch
3. You have a GitHub Enterprise repository that runs an autonomous agent by using a GitHub Actions workflow. The workflow has the following jobs:
- agent-run that generates trace.json and plan.md
- review that waits for human approval before continuing
- deploy that uses the outputs from agent-run
You need to make the files inspectable in the GitHub Actions UI and ensure that the files are available to the review and deploy jobs.
What should you do in the workflow?
A) Use dependency caching to store trace.json and plan.md.
B) Store trace.json and plan.md on a network share and have later jobs retrieve them from the share.
C) Commit trace.json and plan.md back to the repository from agent-run.
D) Upload trace.json and plan.md as workflow artifacts in agent-run, and download the files inside the jobs.
4. You want to prevent GitHub Copilot from ever suggesting completions or making edits inside a directory containing sensitive credentials templates. What should you configure?
A) A repository ruleset
B) A CODEOWNERS file
C) A .copilotignore file
D) Branch protection rules
5. You have a GitHub Enterprise repository that uses the GitHub Copilot coding agent and opens draft pull requests for assigned issues.
Evaluation results show that the agent repeatedly opens pull requests that modify .github/workflows/*.yml to bypass failing checks instead of fixing the underlying code.
You need to ensure that the agent fixes the underlying code instead of bypassing the failing checks.
What should you do?
A) Start the GitHub Copilot CLI by using --allow-all.
B) Disable GitHub Actions workflows for pull requests created by the agent.
C) Update .github/copilot-instructions.md.
D) Create a branch ruleset.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: D |
