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Exam Code: CCA-F

Exam Name: Claude Certified Architect - Foundations

Certification Provider: Anthropic

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Anthropic CCA-F Practice Test 45

Question 440

Two model instances extract different cancellation dates from the same contract, and a third reports insufficient visibility. How should the final pass decide?

  1. Use the latest model version as a substitute for source evidence.
  2. Publish only dates found by confident extractors and omit the third agent’s missing-evidence warning.
  3. Inspect the source clause, effective-date amendments and extraction spans, then record any remaining ambiguity.
  4. Choose the majority date even when two reports came from the same flawed parse.

Explanation

Correct Answer

C:

Independent disagreement should direct targeted source inspection rather than arbitrary voting.

Incorrect Answers

A:

Model version alone cannot prove which clause controls.

B:

Confidence and complete-looking output cannot resolve conflicting contractual text. Omitting uncertainty could make an unsupported cancellation date look definitive; verify the source passages instead.

D:

Correlated outputs can share a common error.

Question 441

An assistant repeatedly requests a provider status that always returns `pending`. The request has a finite deadline. What should the agent loop do?

  1. Stop at the configured time or attempt budget, report pending accurately, and offer an authorized follow-up mechanism.
  2. Change pending to successful when the retry count grows.
  3. Continue forever until the model decides it feels confident.
  4. Erase the request ID and create a new order at each poll.

Explanation

Correct Answer

A:

A bounded loop protects resources while preserving the true external state.

Incorrect Answers

B:

Attempts do not alter the provider’s reported status.

C:

Subjective confidence is not a reliable termination policy.

D:

New IDs can duplicate external work.

Question 442

A user asks whether an application’s tax rate is configured correctly. The coordinator has billing, identity and network workers. Which approach is proportionate?

  1. Ask the billing/configuration specialist for the actual tax setting and applicable rule, involving others only if needed.
  2. Run every specialist and accept the first response.
  3. Ask the network specialist to infer the tax rate from IP geolocation alone.
  4. Respond from memory while ignoring the available configuration source.

Explanation

Correct Answer

A:

Task-based routing avoids irrelevant fan-out and produces verifiable evidence.

Incorrect Answers

B:

Speed of arrival does not establish tax correctness.

C:

Network location is not an authoritative tax configuration.

D:

The scenario seeks current application state.

Question 443

A role-management agent finds an old approved ticket to grant admin access. The ticket was fulfilled last month and the current request lacks approval. What should the enforcement layer do?

  1. Grant temporary admin rights and ask for approval later.
  2. Delete the old ticket so the agent cannot see the history.
  3. Reject the new role change until a fresh applicable authorization record is verified.
  4. Reuse the old ticket as a standing approval for any user.

Explanation

Correct Answer

C:

Prior authorization is scoped to a completed request, not an indefinite permission to elevate accounts.

Incorrect Answers

A:

A short-lived privilege is still a side effect requiring permission.

B:

Preserving historical audit records is compatible with refusing current execution.

D:

This expands the authorized scope beyond the original action.

Question 444

An export workflow must verify consent, classify the dataset and then transfer it to an approved recipient. Consent and classification checks can run independently. What execution plan is correct?

  1. Run the two read-only checks concurrently, then allow transfer only after both pass and the destination is verified.
  2. Start transfer while consent is still unknown.
  3. Treat a successful classification result as sufficient approval to export if the consent check is still pending.
  4. Declare export complete when the checking tasks were scheduled.

Explanation

Correct Answer

A:

Parallel independent prerequisites save time without bypassing the final authorization barrier.

Incorrect Answers

B:

The decisive authorization has not completed.

C:

Classification describes sensitivity; it does not establish the data subject's permission or recipient authorization. Transfer must wait for all mandatory prerequisites and a verified destination.

D:

Scheduling is not actual transfer success.

Question 445

A developer forks a coding agent session to compare patch ideas. The experimental branch includes a pending deploy command. What is safe?

  1. Keep experimental branches read-only or sandboxed and require separate approval before applying any chosen patch or deployment.
  2. Allow every fork to deploy independently to see which outcome wins.
  3. Treat the original deployment approval as valid in all future forks.
  4. Hide fork labels so actions appear to come from one session.

Explanation

Correct Answer

A:

A forked reasoning state is not production authorization; branch experiments should avoid unintended side effects.

Incorrect Answers

B:

Parallel production writes can conflict and create outage risk.

C:

Authorization should bind the exact operation and current context.

D:

Losing provenance makes reconciliation more difficult.

Question 446

A project requires a quick static check before a slower integration suite. Agents often run the expensive suite on unchanged docs. What should project memory say?

  1. Document path-aware trigger conditions and the required quick and full verification commands.
  2. Require the full suite after every read-only file inspection.
  3. Eliminate integration tests for all future code changes.
  4. Keep commands only in one developer’s private history.

Explanation

Correct Answer

A:

Stable workflow guidance can match the scope of changed files while preserving mandatory release checks.

Incorrect Answers

B:

Unnecessary runs waste time without adding relevant evidence.

C:

Efficiency does not justify removing important coverage.

D:

Shared project requirements should be accessible across sessions.

Question 447

A documentation page describes a feature for a prior model. The user asks whether the newest model supports it, but no current version table is available. What should the assistant state?

  1. Explain that the older feature is documented but support on the new model is unverified, and identify what would confirm it.
  2. Assume support carries forward because product names are similar.
  3. Claim the feature was removed without any evidence.
  4. Cite the old page as direct confirmation for the new model.

Explanation

Correct Answer

A:

A source limited to one version cannot establish all subsequent capabilities.

Incorrect Answers

B:

Version changes may alter availability or behavior.

C:

Absence of current documentation does not prove removal.

D:

That misstates the source’s scope.

Question 448

An agent coordinator expects a security worker to return severity, evidence and file path. The worker returns only “looks good.” What should the coordinator do?

  1. Reject the incomplete result, request a schema-compliant response or mark the assessment unresolved.
  2. Record full security approval because the word good appears.
  3. Fill missing file paths by guessing from earlier tasks.
  4. Deploy the change to generate more evidence.

Explanation

Correct Answer

A:

A positive sentence without required evidence cannot satisfy a defined handoff contract.

Incorrect Answers

B:

Unstructured reassurance is not a verified review outcome.

C:

Invented location data makes findings untraceable.

D:

Deployment is not an authorized substitute for missing review data.

Question 449

A pricing tool returns a bare number and agents confuse cents with dollars. How should its input/output definition be improved?

  1. Round every amount to zero to avoid precision issues.
  2. Return typed amount and ISO currency fields with declared minor-unit or decimal semantics and validation.
  3. Keep a bare floating-point number with no documentation.
  4. Ask the model to infer currency from the customer’s surname.

Explanation

Correct Answer

B:

Explicit units prevent the same number being interpreted at two scales.

Incorrect Answers

A:

Discarding value does not resolve unit semantics.

C:

Ambiguous units invite large financial errors.

D:

Personal names are not authoritative currency data.

Question 450

A restricted MCP tool validates five planned records and writes three; two fail per-record constraints. How should it report the outcome?

  1. List the three committed IDs and two rejected IDs with reasons, and mark the overall operation partial.
  2. Return all five as completed because the tool call returned HTTP 200.
  3. Report zero records written to keep one simple status.
  4. Retry all five under new identifiers without reconciliation.

Explanation

Correct Answer

A:

A caller can reconcile actual effects and retry only failed records safely.

Incorrect Answers

B:

Transport success does not guarantee every item committed.

C:

That hides real external side effects.

D:

This could duplicate the three already committed records.

Claude Certified Architect - Foundations (CCA-F) Practice Tests