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Topic 1: Implement tool use and environment interaction
20–25%
- Manage permissions and environment access
- Configure and extend GitHub Copilot agents
- Connect agents to codebase, APIs, and external systems
- Implement tools, custom actions, and MCP servers
Topic 2: Perform evaluation, error analysis, and tuning
15–20%
- Optimize prompts, tools, and behavior through iteration
- Diagnose failures, hallucinations, and unexpected behavior
- Define metrics and quality standards for outputs
- Test, validate, and compare agent results
Topic 3: Manage memory, state, and execution
10–15%
- Implement memory cleanup and expiration rules
- Scope and persist agent state correctly
- Choose memory types: short-term, long-term, external
- Handle execution flow, retries, and interruptions
Topic 4: Orchestrate multi-agent coordination
15–20%
- Design workflows for multiple agents
- Define communication and handoff protocols
- Prevent conflicts and manage shared resources
- Monitor and troubleshoot multi-agent execution
Topic 5: Implement guardrails and accountability
10–15%
- Enforce least privilege and security boundaries
- Add validation, review, and approval gates
- Ensure compliance, safety, and responsible use
- Log actions, decisions, and changes for audit
Topic 6: Prepare agent architecture and SDLC processes
15–20%
- Integrate agents into software development lifecycle
- Design agent autonomy and decision boundaries
- Plan agent deployment, monitoring, and maintenance
- Define agent purpose, scope, and success criteria
Microsoft GitHub Agentic AI Developer Sample Questions:
You have a GitHub repository that has a GitHub Actions workflow. The workflow runs an AI agent that deploys a containerized service. You need to update the workflow so that only one production deployment can run at a time, and any currently running production deployments are cancelled when a new run starts. How should you complete the workflow? To answer, drag the appropriate values to the correct targets.
You want to prevent GitHub Copilot from ever suggesting completions or making edits inside a directory containing sensitive credentials templates. What should you configure?
Explanation: Only visible for PrepAwayETE members. You can sign-up / login (it's free).
You are evaluating the logs of the multi-agent workflow in repo2. For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
You have a GitHub repository that uses the GitHub Copilot coding agent. You need to complete the hooks configuration to meet the following requirements: Tool usage must be evaluated before execution. Build results must be logged after execution. Tool usage must be logged after execution. How should you complete the hooks configuration? To answer, drag the appropriate values to the correct targets.
An agentic coding session in the terminal has grown too long, and you want to discard all prior conversation history and start clean, without summarization. Which slash command should you run?
Explanation: Only visible for PrepAwayETE members. You can sign-up / login (it's free).
discussion
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