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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prepare agent architecture and SDLC processes | 15–20% | - Integrate agents into SDLC workflows
|
| Topic 2: Implement guardrails and accountability | 10–15% | - Autonomy and risk levels
|
| Topic 3: Orchestrate multi-agent coordination | 15–20% | - Multi-agent workflows
|
| Topic 4: Implement tool use and environment interaction | 20–25% | - MCP server configuration
|
| Topic 5: Manage memory, state, and execution | 10–15% | - Agent memory strategies
|
| Topic 6: Evaluation, error analysis, and tuning | 15–20% | - Define evaluation criteria
|
A developer uses the GitHub Copilot CLI in plan mode.
Copilot produces a plan.
What does Copilot do next?
Correct Answer: B 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
Before App1 is upgraded, you need to verify each individual upgrade step and whether all tests have passed.
Which file should you use?
Correct Answer: D 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
You have a GitHub repository that contains the following custom agent files:
A file named planner.agent.md that includes YAML frontmatter with a handoffs entry that has label: Start Implementation, agent: implementer, and prompt: Now implement the plan outlined above.
A file named implementer.agent.md that is in the same directory as planner.agent.md and includes YAML frontmatter that has name: IMPLEMENTER.
You add a third agent file named review.agent.md that includes name: code-review in the YAML frontmatter.
You make the following changes to planner.agent.md:
Update the existing handoff to include send: true and model: GPT-5.2 (copilot).
Add a second handoff that has label: Run Review, agent: code-review, and prompt: Review the code changes made in the previous step.
Correct Answer:

You need to make changes to repo1 to support the planned changes for the developers.
What should you modify?
Correct Answer: A 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
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?
Correct Answer: B 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
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