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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Implement guardrails and accountability | 10–15% | - Implement guardrails and human-in-the-loop workflows
|
| Topic 2: Manage memory, state, and execution | 10–15% | - Persist agent state and manage context drift
|
| Topic 3: Perform evaluation, error analysis, and tuning | 15–20% | - Analyze agent failures and identify root causes
|
| Topic 4: Orchestrate multi-agent coordination | 15–20% | - Configure observability for multi-agent behavior by using logs, artifacts, and operational signals
|
| Topic 5: Prepare agent architecture and SDLC processes | 15–20% | - Configure observability and control for autonomous agents
|
| Topic 6: Implement tool use and environment interaction | 20–25% | - Configure MCP servers
|
You have a GitHub Enterprise Cloud organization that uses GitHub Actions for CI/CD.
You plan to enable an agent to update and deploy workflows that access production environment secrets.
You need to select an autonomy level for a compliance-sensitive workflow.
Which autonomy level should you select?
Correct Answer: C 🗳️
Explanation: Only visible for BraindumpsPrep members. You can sign-up / login (it's free).
While upgrading App1, the agent identifies 47 issues, including a security vulnerability, and 46 API incompatibilities across different projects.
Which two actions are unsafe to delegate to the agent and require human involvement? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Correct Answer: A,B 🗳️
Explanation: Only visible for BraindumpsPrep members. You can sign-up / login (it's free).
Your company uses Microsoft Visual Studio Code and GitHub Copilot Chat.
You have a GitHub repository that uses main as the default branch. The repository contains a workspace custom agent stored at .github/agents/release-notes.agent.md.
A developer switches to a branch named branch1 where the agent file does NOT exist. In the same session, the developer switches to a user profile named profile1. profile1 contains a custom agent file named release-notes.agent.md that has user-invocable set to false.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
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 BraindumpsPrep members. You can sign-up / login (it's free).
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