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Exam Code: GH-300

Exam Name GitHub Copilot

Certification Provider: Microsoft

Corresponding Certification: GitHub Copilot

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GitHub Copilot (GH-300) Practice Tests

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Microsoft GH-300 Practice Test 30

Question 290

For this Copilot practice scenario, which verification result is most relevant? A developer refines an earlier Copilot patch that broke a subtle edge case.

  1. The answer targets the specified new module and tests.
  2. Each subtask passes its focused tests before moving on.
  3. The migration passes staging tests and rollback verification.
  4. The corrected patch passes both old and new tests.

Explanation

Correct Answer

D:

This outcome directly checks the intended behavior: The corrected patch passes both old and new tests. The requested action was: Attach the failing regression fixture and ask for the minimal repair.

Incorrect Answers

A:

“The answer targets the specified new module and tests.” does not demonstrate the result required here: The corrected patch passes both old and new tests.

B:

“Each subtask passes its focused tests before moving on.” does not demonstrate the result required here: The corrected patch passes both old and new tests.

C:

“The migration passes staging tests and rollback verification.” does not demonstrate the result required here: The corrected patch passes both old and new tests.

Question 291

For this GitHub Copilot case, which implementation decision is best supported? A Java repository needs instructions only for files inside a specific source directory.

  1. Use a task-specific prompt file instead of global instructions.
  2. Add reviewed repository custom instructions in the supported instructions file.
  3. Provide explicit code review instructions with measurable guidelines.
  4. Use an appropriate path-specific instructions file for that directory.

Explanation

Correct Answer

D:

Scoped instructions target a subset of repository content. Acceptance evidence: A source-file task uses the scoped rule while unrelated files do not inherit it.

Incorrect Answers

A:

Prompt files can be invoked only for the relevant task. That recommendation is relevant to a different task: A task needs a repeatable test-generation instruction without changing repository-wide behavior. In this case the main need is: A Java repository needs instructions only for files inside a specific source directory.

B:

Repository instructions provide coding context across supported Copilot workflows. That recommendation is relevant to a different task: A team wants consistent naming and test conventions during repository-local coding assistance. In this case the main need is: A Java repository needs instructions only for files inside a specific source directory.

C:

Custom review instructions can focus feedback on local standards. That recommendation is relevant to a different task: A project wants Copilot to flag style violations using repository standards. In this case the main need is: A Java repository needs instructions only for files inside a specific source directory.

Question 292

A project lead describes the following situation: An organization disables a Copilot capability but a developer expects the mode picker to expose it. What should the developer do first?

  1. Give the constraint in the chat prompt and review the resulting patch.
  2. Check effective organization policies and plan availability first.
  3. Check the Copilot extension, authentication state, and entitlement.
  4. Use an Ask-style chat exchange and request a reasoned plan.

Explanation

Correct Answer

B:

IDE capabilities can be limited by policy, license, or extension support. Acceptance evidence: The allowed mode appears only under an eligible authorized account.

Incorrect Answers

A:

Constraints must be explicit because the model cannot assume API stability. That recommendation is relevant to a different task: A developer requests a refactor but explicitly forbids changes to public function signatures. In this case the main need is: An organization disables a Copilot capability but a developer expects the mode picker to expose it.

C:

Inline assistance requires a working extension and authorized session. That recommendation is relevant to a different task: Copilot suggestions stop appearing in one supported IDE after a new developer signs in. In this case the main need is: An organization disables a Copilot capability but a developer expects the mode picker to expose it.

D:

Question-answer mode is preferable when code edits are not yet authorized. That recommendation is relevant to a different task: A pair-programming session needs explanation before any proposed changes are applied. In this case the main need is: An organization disables a Copilot capability but a developer expects the mode picker to expose it.

Question 293

An assistant recommends logging full bearer tokens to help trace authentication failures. Select the most appropriate next action for the team.

  1. Reject unsafe shortcuts and benchmark an approved performance alternative.
  2. Perform threat modeling and security tests before trusting controls.
  3. Review code references, licensing terms, and repository policy before adoption.
  4. Log nonsensitive metadata and correlation IDs instead.

Explanation

Correct Answer

D:

Credentials in logs increase exposure and theft risks. Acceptance evidence: Diagnostics remain useful without retaining bearer tokens.

Incorrect Answers

A:

Performance gains do not justify violating security or compliance controls. That recommendation is relevant to a different task: A model suggests disabling audit logging to reduce application latency. In this case the main need is: An assistant recommends logging full bearer tokens to help trace authentication failures.

B:

Models do not inherently verify adversarial resilience of their own suggestions. That recommendation is relevant to a different task: A team wants to use Copilot-generated security controls without adversarial testing. In this case the main need is: An assistant recommends logging full bearer tokens to help trace authentication failures.

C:

Generated output may resemble copyrighted or licensed source material. That recommendation is relevant to a different task: An assistant returns a code snippet copied verbatim from an unfamiliar public project. In this case the main need is: An assistant recommends logging full bearer tokens to help trace authentication failures.

Question 294

A user wants JSON output that another tool can parse without human cleanup. Which recommendation best addresses the stated constraint?

  1. Specify parameterized query requirements and relevant schema.
  2. State language and supported runtime version explicitly.
  3. Name the exact files, prohibited edits, and success criteria.
  4. Specify an exact JSON schema and ask for no extra prose.

Explanation

Correct Answer

D:

Output format constraints reduce downstream parser failures. Acceptance evidence: A strict JSON validator accepts the generated response.

Incorrect Answers

A:

Security properties should be included as explicit constraints. That recommendation is relevant to a different task: A teammate needs a SQL query and is concerned about injection risks. In this case the main need is: A user wants JSON output that another tool can parse without human cleanup.

B:

Language and environment context influence implementation choices. That recommendation is relevant to a different task: A prompt asks for Python but the assistant generates JavaScript syntax. In this case the main need is: A user wants JSON output that another tool can parse without human cleanup.

C:

A defined working set reduces unintended scope expansion. That recommendation is relevant to a different task: A broad request for a code refactor returns changes beyond the requested module. In this case the main need is: A user wants JSON output that another tool can parse without human cleanup.

Question 295

A user asks to build a new GitHub Spark app in October 2026 based on an old tutorial. Select the most appropriate next action for the team.

  1. Add reviewed repository custom instructions in the supported instructions file.
  2. Explain that new Spark app creation was discontinued and choose a supported alternative workflow.
  3. Delegate the search to a supported subagent without unnecessary write tools.
  4. Request a plan using a supported planning interaction before agent execution.

Explanation

Correct Answer

B:

First-party guidance reports Spark stopped new app creation in August 2026. Acceptance evidence: The chosen workflow does not rely on new Spark workspace provisioning.

Incorrect Answers

A:

Repository instructions provide coding context across supported Copilot workflows. That recommendation is relevant to a different task: A team wants consistent naming and test conventions during repository-local coding assistance. In this case the main need is: A user asks to build a new GitHub Spark app in October 2026 based on an old tutorial.

C:

Subagents can separate exploratory context from the main task. That recommendation is relevant to a different task: A primary agent has a large codebase and a narrow exploratory subtask can be isolated. In this case the main need is: A user asks to build a new GitHub Spark app in October 2026 based on an old tutorial.

D:

Planning separates intended steps from authorized modifications. That recommendation is relevant to a different task: An engineer wants a short implementation plan before granting permission to edit code. In this case the main need is: A user asks to build a new GitHub Spark app in October 2026 based on an old tutorial.

Question 296

For this Copilot practice scenario, which verification result is most relevant? A first Copilot response misinterprets the return type for a library function.

  1. The resulting assertion reflects the documented contract.
  2. The updated answer uses the actual return type.
  3. The next answer uses explicitly reintroduced data.
  4. The answer targets the specified new module and tests.

Explanation

Correct Answer

B:

This outcome directly checks the intended behavior: The updated answer uses the actual return type. The requested action was: Provide the real signature and request a constrained revision.

Incorrect Answers

A:

“The resulting assertion reflects the documented contract.” does not demonstrate the result required here: The updated answer uses the actual return type.

C:

“The next answer uses explicitly reintroduced data.” does not demonstrate the result required here: The updated answer uses the actual return type.

D:

“The answer targets the specified new module and tests.” does not demonstrate the result required here: The updated answer uses the actual return type.

Question 297

An engineer wants a short implementation plan before granting permission to edit code. Which acceptance evidence should the team verify?

  1. Each accepted suggestion maps to a specific changed line and verification test.
  2. The plan identifies affected files and test steps with no unapproved edits.
  3. A test PR receives a Copilot review while human approval gates stay intact.
  4. Generated changes conform to the specified names and test layout.

Explanation

Correct Answer

B:

This outcome directly checks the intended behavior: The plan identifies affected files and test steps with no unapproved edits. The requested action was: Request a plan using a supported planning interaction before agent execution.

Incorrect Answers

A:

“Each accepted suggestion maps to a specific changed line and verification test.” does not demonstrate the result required here: The plan identifies affected files and test steps with no unapproved edits.

C:

“A test PR receives a Copilot review while human approval gates stay intact.” does not demonstrate the result required here: The plan identifies affected files and test steps with no unapproved edits.

D:

“Generated changes conform to the specified names and test layout.” does not demonstrate the result required here: The plan identifies affected files and test steps with no unapproved edits.

Question 298

For this Copilot practice scenario, which verification result is most relevant? A manager needs to know whether code suggestions matching public code are blocked for a team.

  1. A test policy edit appears with actor, event type, and timestamp.
  2. Seat inventory matches expected users without granting unrelated repository access.
  3. Preview capabilities appear only for the intended test group.
  4. A controlled test displays the expected block or reference behavior.

Explanation

Correct Answer

D:

This outcome directly checks the intended behavior: A controlled test displays the expected block or reference behavior. The requested action was: Inspect the effective public-code matching policy, not just one user's preferences.

Incorrect Answers

A:

“A test policy edit appears with actor, event type, and timestamp.” does not demonstrate the result required here: A controlled test displays the expected block or reference behavior.

B:

“Seat inventory matches expected users without granting unrelated repository access.” does not demonstrate the result required here: A controlled test displays the expected block or reference behavior.

C:

“Preview capabilities appear only for the intended test group.” does not demonstrate the result required here: A controlled test displays the expected block or reference behavior.

Question 299

For this GitHub Copilot case, which implementation decision is best supported? A developer sees a suggestion with no code-reference notice and assumes it has zero copyright risk.

  1. Open the supported code reference information in the IDE or GitHub interface.
  2. Review the matching repository's current provenance and do not assume omission means free use.
  3. Consult the current tool support matrix and constrain CLI permissions separately.
  4. Treat absence of a reference as inconclusive and apply normal provenance review.

Explanation

Correct Answer

D:

The public-code index is incomplete and references may not appear for every match. Acceptance evidence: Sensitive generated code receives an independent review regardless of badge presence.

Incorrect Answers

A:

Public-code references can identify matching repository and license data. That recommendation is relevant to a different task: A user receives a suggestion matching public code and wants to inspect the referenced license. In this case the main need is: A developer sees a suggestion with no code-reference notice and assumes it has zero copyright risk.

B:

Reference systems can display incomplete license metadata. That recommendation is relevant to a different task: A Copilot code suggestion matches old public source but has no active license notice. In this case the main need is: A developer sees a suggestion with no code-reference notice and assumes it has zero copyright risk.

C:

CLI and IDE surfaces differ in documented exclusion support. That recommendation is relevant to a different task: A developer expects GitHub Copilot CLI to honor IDE content exclusions identically. In this case the main need is: A developer sees a suggestion with no code-reference notice and assumes it has zero copyright risk.

Question 300

A software team reports this Copilot-related situation: A code assistant generates telemetry that captures a user's full home address without business need. Which action most directly satisfies the requirement?

  1. Review code references, licensing terms, and repository policy before adoption.
  2. Apply data minimization and avoid collecting unnecessary identifiers.
  3. Check the package in the official registry and lockfile before adding it.
  4. Test language-specific false positives and revise the policy.

Explanation

Correct Answer

B:

Privacy obligations apply to generated analytics instrumentation. Acceptance evidence: Telemetry schemas omit the unnecessary address field.

Incorrect Answers

A:

Generated output may resemble copyrighted or licensed source material. That recommendation is relevant to a different task: An assistant returns a code snippet copied verbatim from an unfamiliar public project. In this case the main need is: A code assistant generates telemetry that captures a user's full home address without business need.

C:

Models can invent credible dependency names and versions. That recommendation is relevant to a different task: An assistant generates a package name that does not exist in the approved dependency registry. In this case the main need is: A code assistant generates telemetry that captures a user's full home address without business need.

D:

Safety filters need evaluation across diverse user contexts. That recommendation is relevant to a different task: An AI assistant drafts a moderation rule that blocks harmless text in multiple languages. In this case the main need is: A code assistant generates telemetry that captures a user's full home address without business need.