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GitHub Agentic AI Developer Practice Test

GitHub Agentic AI Developer daily web practice

Work through a fresh 10-question GitHub Agentic AI Developer set every day from the same verified live bank used by the app, with exact source links and a countdown to the next rotation.

10 daily web questions Source-backed explanations 7-day score history Questions updated at Jun 2, 2026, 12:29 PM CDT

Question 1 of 10

Objective 2.07 Implement Tool Use and Environment Interaction

In the "Restrict MCP access to registry servers" policy, which option limits developers to MCP servers from the configured registry?

Concept tested: Implement Tool Use and Environment Interaction (2.07)

Source:Configure MCP server access for your organization or enterprise

Question 2 of 10

Objective 3.09 Manage Memory, State, and Execution

After running a code completion task in Copilot, what should you do to ensure memory is correctly reconciled with the current repository state?

Concept tested: Manage Memory, State, and Execution (3.09)

Source:Configure the development environment

Question 3 of 10

Objective 1.03 Prepare agent architecture and SDLC processes

In the kickoff workflow, which path always creates a pull request immediately?

Concept tested: Prepare agent architecture and SDLC processes (1.03)

Source:Kick off a task with Copilot agents on GitHub

Question 4 of 10

Objective 2.04 Implement Tool Use and Environment Interaction

According to the MCP overview page, which guide should you use to add MCP servers to Copilot Chat in your IDE?

Concept tested: Implement Tool Use and Environment Interaction (2.04)

Source:About Model Context Protocol (MCP)

Question 5 of 10

Objective 3.08 Manage Memory, State, and Execution

During a long-running code review session, how can you detect if the context has drifted from the initial task?

Concept tested: Manage Memory, State, and Execution (3.08)

Source:About GitHub Copilot Memory

Question 6 of 10

Objective 1.02 Prepare agent architecture and SDLC processes

What should a well-scoped GitHub Copilot cloud agent task include according to responsible-use guidelines?

Concept tested: Prepare agent architecture and SDLC processes (1.02)

Source:Responsible use of GitHub Copilot cloud agent on GitHub.com

Question 7 of 10

Objective 2.05 Implement Tool Use and Environment Interaction

Which organization setting helps control discovery of approved MCP servers for GitHub Copilot users?

Concept tested: Implement Tool Use and Environment Interaction (2.05)

Source:MCP server usage in your company

Question 8 of 10

Objective 3.01 Manage Memory, State, and Execution

When should you choose short-term memory in GitHub Copilot?

Concept tested: Manage Memory, State, and Execution (3.01)

Source:About GitHub Copilot Memory

Question 9 of 10

Objective 1.08 Prepare agent architecture and SDLC processes

For path-specific repository custom instructions, which file format is documented?

Concept tested: Prepare agent architecture and SDLC processes (1.08)

Source:Adding repository custom instructions for GitHub Copilot

Question 10 of 10

Objective 2.10 Implement Tool Use and Environment Interaction

To ensure an agent's execution environment satisfies dependency constraints, what should you do according to the GitHub Copilot documentation?

Concept tested: Implement Tool Use and Environment Interaction (2.10)

Source:Configure the development environment

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Question 1 In the "Restrict MCP access to registry servers" policy, which option limits developers to MCP servers from the configured registry?

Answer choices

A. Registry only
B. Enabled everywhere
C. Disabled everywhere
D. Allow all

Correct answer

Registry only

Registry only is correct because allow all: No restrictions. That is the documented behavior the prompt is pointing to.

Wrong-answer review

B. Enabled everywhere: C is incorrect because it applies a different MCP/tool configuration than the one required for this situation.
C. Disabled everywhere: D is incorrect because it applies a different MCP/tool configuration than the one required for this situation.
D. Allow all: A is incorrect because it applies an absolute rule that conflicts with the behavior described in the cited guidance.

Objective/domain: Implement Tool Use and Environment Interaction (2.07)

Question 2 After running a code completion task in Copilot, what should you do to ensure memory is correctly reconciled with the current repository state?

A. Restart Copilot
B. Clear the cache and refresh
C. Manually update the memory
D. No action needed

Clear the cache and refresh

Clear the cache and refresh is correct because here is a simple example of a copilot-setup-steps. For exam purposes, the key is recognizing the documented workflow, setting, or rule in the prompt.

A. Restart Copilot: A is incorrect because it jumps to an escalation or unrelated action instead of resolving the scenario described in the question.
C. Manually update the memory: C is incorrect because it applies an absolute rule that conflicts with the behavior described in the cited guidance.
D. No action needed: D is incorrect because it addresses a different requirement than the one being tested.

Objective/domain: Manage Memory, State, and Execution (3.09)

Question 3 In the kickoff workflow, which path always creates a pull request immediately?

A. Switching the model in the dropdown
B. Starting a task with a prompt
C. Assigning an issue to Copilot
D. Opening the agents panel only

Assigning an issue to Copilot

Assigning an issue to Copilot is correct because assigning an issue always creates a pull request. For exam purposes, the key is recognizing the documented workflow, setting, or rule in the prompt.

A. Switching the model in the dropdown: D is incorrect because it selects the wrong point in the pull-request sequence for this scenario.
B. Starting a task with a prompt: A is incorrect because it selects the wrong point in the pull-request sequence for this scenario.
D. Opening the agents panel only: C is incorrect because it applies an absolute rule that conflicts with the behavior described in the cited guidance.

Objective/domain: Prepare agent architecture and SDLC processes (1.03)

Question 4 According to the MCP overview page, which guide should you use to add MCP servers to Copilot Chat in your IDE?

A. Managing policies and features for GitHub Copilot in your organization
B. Adding MCP servers for GitHub Copilot CLI
C. Extending GitHub Copilot Chat with Model Context Protocol (MCP) servers
D. Connect agents to external tools

Extending GitHub Copilot Chat with Model Context Protocol (MCP) servers

Extending GitHub Copilot Chat with Model Context Protocol (MCP) servers is correct because the overview page explicitly points to this guide for configuring MCP servers in Copilot Chat within an IDE. That is the documented behavior the prompt is pointing to.

A. Managing policies and features for GitHub Copilot in your organization: D is incorrect because it applies a different MCP/tool configuration than the one required for this situation.
B. Adding MCP servers for GitHub Copilot CLI: A is incorrect because it applies a different MCP/tool configuration than the one required for this situation.
D. Connect agents to external tools: C is incorrect because it applies a different MCP/tool configuration than the one required for this situation.

Objective/domain: Implement Tool Use and Environment Interaction (2.04)

Question 5 During a long-running code review session, how can you detect if the context has drifted from the initial task?

A. Increase the number of reviewers to ensure accuracy.
B. Check for changes in the codebase that are unrelated to the current task.
C. Use GitHub Copilot Memory Hooks to track and alert on context drift.
D. Manually review each line of code for any discrepancies.

Use GitHub Copilot Memory Hooks to track and alert on context drift.

Use GitHub Copilot Memory Hooks to track and alert on context drift is correct because facts and preferences captured by one Copilot feature can be used by another. Among the options here, it is the choice that aligns most directly with the GitHub Docs guidance.

A. Increase the number of reviewers to ensure accuracy.: D is incorrect because it addresses a different requirement than the one being tested.
B. Check for changes in the codebase that are unrelated to the current task.: A is incorrect because it addresses a different requirement than the one being tested.
D. Manually review each line of code for any discrepancies.: C is incorrect because it applies an absolute rule that conflicts with the behavior described in the cited guidance.

Objective/domain: Manage Memory, State, and Execution (3.08)

Question 6 What should a well-scoped GitHub Copilot cloud agent task include according to responsible-use guidelines?

A. A clear problem description and complete acceptance criteria for a good solution.
B. Skipping tests to allow the agent to move faster.
C. Just a list of files without outcome expectations.
D. Only a preferred programming language and branch name.

A clear problem description and complete acceptance criteria for a good solution.

A clear problem description and complete acceptance criteria, as it ensures that the task has well-defined goals and success metrics. This approach helps prevent misunderstandings and rework by clearly outlining what needs to be achieved.

B. Skipping tests to allow the agent to move faster.: This distractor describes the idea that Skipping tests to allow the agent to move faster. In "What should a well-scoped GitHub Copilot cloud agent task include according to responsible-use guidelines?", that misses the required action because the correct response is "A clear problem description and complete acceptance criteria for a good solution.". On the job, mixing up that distractor with "A clear problem description and complete acceptance criteria for a good solution." can lead to the wrong prepare agent architecture and sdlc processes action or troubleshooting path.
C. Just a list of files without outcome expectations.: This distractor describes the idea that Just a list of files without outcome expectations. In "What should a well-scoped GitHub Copilot cloud agent task include according to responsible-use guidelines?", that misses the required action because the correct response is "A clear problem description and complete acceptance criteria for a good solution.". On the job, mixing up that distractor with "A clear problem description and complete acceptance criteria for a good solution." can lead to the wrong prepare agent architecture and sdlc processes action or troubleshooting path.

Objective/domain: Prepare agent architecture and SDLC processes (1.02)

Question 7 Which organization setting helps control discovery of approved MCP servers for GitHub Copilot users?

A. Configure an MCP Registry URL and optionally restrict MCP access to registry-listed servers.
B. Create a custom agent skill named mcp-management.
C. Rename every MCP server to approved-mcp.
D. Disable all GitHub Copilot Chat features.

Configure an MCP Registry URL and optionally restrict MCP access to registry-listed servers.

Configure an MCP Registry URL and optionally restrict MCP access to registry-listed servers is correct because the MCP management settings describe using a registry URL for discovery and an optional restriction that limits usage to registry-listed servers. Among the options here, it is the choice that aligns most directly with the GitHub Docs guidance.

B. Create a custom agent skill named mcp-management.: B is incorrect because MCP server discovery is controlled through MCP registry and access policy settings, not by defining a custom skill name.
C. Rename every MCP server to approved-mcp.: C is incorrect because server naming does not enforce approval; registry policy controls which servers are discoverable/allowed.
D. Disable all GitHub Copilot Chat features.: D is incorrect because disabling Copilot Chat removes functionality but does not implement approved-server discovery controls.

Objective/domain: Implement Tool Use and Environment Interaction (2.05)

Question 8 When should you choose short-term memory in GitHub Copilot?

A. When context only needs to persist within a session.
B. When you want to save memory resources for other tasks.
C. When you need to store long-term data that will be used frequently.
D. When context needs to persist across multiple sessions.

When context only needs to persist within a session.

When context only needs to persist within a session is correct because Copilot can use Copilot Memory to store important facts about a repository. That is the documented behavior the prompt is pointing to.

B. When you want to save memory resources for other tasks.: C is incorrect because it addresses a different requirement than the one being tested.
C. When you need to store long-term data that will be used frequently.: D is incorrect because it addresses a different requirement than the one being tested.
D. When context needs to persist across multiple sessions.: A is incorrect because it addresses a different requirement than the one being tested.

Objective/domain: Manage Memory, State, and Execution (3.01)

Question 9 For path-specific repository custom instructions, which file format is documented?

A. Use copilot-paths.yaml in the repository root.
B. Use AGENTS.md only at the root with no frontmatter.
C. Use README.md sections tagged with @copilot-path.
D. Use NAME.instructions.md files under .github/instructions with applyTo frontmatter.

Use NAME.instructions.md files under .github/instructions with applyTo frontmatter.

Use NAME.instructions.md files under.github/instructions with applyTo frontmatter is correct because at the start of the file, create a frontmatter block containing the applyTo keyword. Among the options here, it is the choice that aligns most directly with the GitHub Docs guidance.

A. Use copilot-paths.yaml in the repository root.: B is incorrect because it misses the repository guidance detail that the question is testing.
B. Use AGENTS.md only at the root with no frontmatter.: C is incorrect because it applies an absolute rule that conflicts with the behavior described in the cited guidance.
C. Use README.md sections tagged with @copilot-path.: D is incorrect because it misses the repository guidance detail that the question is testing.

Objective/domain: Prepare agent architecture and SDLC processes (1.08)

Question 10 To ensure an agent's execution environment satisfies dependency constraints, what should you do according to the GitHub Copilot documentation?

A. Install all dependencies manually
B. Configure the agent environment as described in 'Customize the agent environment'
C. Ignore dependency constraints and run the agent anyway
D. Use a generic pre-configured environment

Configure the agent environment as described in 'Customize the agent environment'

Configure the agent environment as described in 'Customize the agent environment' is correct because you can customize Copilot's development environment with a Copilot setup steps file. That is the documented behavior the prompt is pointing to.

A. Install all dependencies manually: A is incorrect because it applies an absolute rule that conflicts with the behavior described in the cited guidance.
C. Ignore dependency constraints and run the agent anyway: C is incorrect because it addresses a different requirement than the one being tested.
D. Use a generic pre-configured environment: D is incorrect because it addresses a different requirement than the one being tested.

Objective/domain: Implement Tool Use and Environment Interaction (2.10)

GitHub Agentic AI Developer daily web practice