McAfee-Secured Website

Exam Code: CCA-F

Exam Name: Claude Certified Architect - Foundations

Certification Provider: Anthropic

Questions & Answers

100% Anthropic CCA-F Guaranteed Success With Testking Training Materials

Get Real CCA-F Exam Questions & Expert Verified Answers as Experienced on the Real Exam!

Questions & Answers

134 Questions & Answers with Testing Engine

"Claude Certified Architect - Foundations Exam", also known as CCA-F exam, is a Anthropic certification exam.

Pass your tests with the always up-to-date CCA-F Exam Engine. Your CCA-F training materials keep you at the head of the pack!

Satisfaction Guaranteed

Money Back Guarantee

Testking provides hassle-free money back guarantee with our products. That is because we have 100% trust in the abilities of our professional and experience product team, and our record is a proof of that.

99.6% PASS RATE
Was: $137.49
Now: $124.99

Anthropic CCA-F Practice Test 43

Question 420

A code-review agent has a 40,000-token budget. The requested change affects a password-reset handler. Which context selection is best?

  1. Read the handler, its authentication dependencies, nearby tests and relevant policy before broadening the search.
  2. Read the entire historical changelog first because it is longest.
  3. Load generated asset bundles before examining source code.
  4. Read only comments and ignore executable code.

Explanation

Correct Answer

A:

High-signal call-path material reveals security impact within the fixed budget.

Incorrect Answers

B:

Length is not relevance to the affected handler.

C:

Build artifacts may consume context without explaining the intended behavior.

D:

Comments alone cannot prove the implementation.

Question 421

A customer support model assigns 0.96 confidence to both password-reset and address-change requests. Historical evaluation shows poor calibration for account recovery. What is the sound release policy?

  1. Disable all evaluation because the model sounds certain.
  2. Approve only the largest transaction because it gives more training information.
  3. Use task-specific calibration and consequence-aware thresholds, with independent verification for sensitive recovery actions.
  4. Automatically complete every action whose self-score exceeds 0.90.

Explanation

Correct Answer

C:

Model self-scores alone cannot establish acceptable risk. Account recovery deserves stronger safeguards than routine data changes.

Incorrect Answers

A:

Confidence cannot replace measured performance.

B:

Financial size is not evidence of authorization.

D:

A global threshold ignores differing failure rates and downstream harms.

Question 422

An orchestration agent delegates a one-function bug to a fresh coding subagent. The worker sees a summary but not the failing test or expected result. What minimum handoff will improve reliability?

  1. Grant full production deployment rights before supplying the test.
  2. Pass only the parent agent’s confidence score.
  3. Provide the relevant function, reproducible failing fixture, expected behavior and permitted edit scope.
  4. Provide only the phrase please fix this quickly.

Explanation

Correct Answer

C:

A concrete contract lets the worker fix the actual defect without inventing requirements or changing unrelated code.

Incorrect Answers

A:

Authority is unrelated to understanding the failed function.

B:

A score cannot explain what is failing or what success means.

D:

An underspecified instruction leaves the worker without diagnostic evidence.

Question 423

A storage-cleanup tool can list unused files and delete selected files. Its preview is based on access logs that may be incomplete. What should the preview result contain?

  1. A deletion-complete receipt despite no files being removed.
  2. Only a free-form recommendation with no file IDs or evidence dates.
  3. Automatic deletion of every rarely accessed file as part of the preview.
  4. Candidate identifiers, evidence window, uncertainty limits and explicit no-deletion status.

Explanation

Correct Answer

D:

A responsible preview supports review without presenting imperfect telemetry as an irreversible safe-to-delete decision.

Incorrect Answers

A:

A false receipt hides the distinction between suggestion and effect.

B:

Lack of traceability prevents verification of the candidates.

C:

Usage infrequency alone does not authorize destructive action.

Question 424

An MCP tool reports a downstream quota error for one tenant but successfully handles another tenant. What should its response distinguish?

  1. An unconditional retry loop that ignores the advised delay.
  2. A tenant-scoped rate-limit failure with retry guidance, leaving the other tenant result intact.
  3. A global permissions denial for all tenants.
  4. A success result with fabricated records for the throttled tenant.

Explanation

Correct Answer

B:

Per-tenant isolation prevents an isolated throttle from being presented as global failure.

Incorrect Answers

A:

Aggressive retries can worsen the throttle without improving results.

C:

Quota exhaustion is not an access-control decision for other users.

D:

No missing data may be invented to mask an error.

Question 425

An educational assistant has access to live database tools. A user asks for a conceptual explanation of normalization, not the contents of any account. What tool-selection behavior fits?

  1. Force a read-only production schema inspection before every conceptual explanation, even if no live facts are requested.
  2. Claim database statistics even though no retrieval was performed.
  3. Answer conceptually without unnecessary database calls, reserving data tools for requests that need authoritative records.
  4. Always query production tables to demonstrate capability.

Explanation

Correct Answer

C:

Tool availability does not mean every question requires invocation. Unneeded access increases cost and exposure.

Incorrect Answers

A:

A conceptual answer does not need production-record access. Even read-only queries incur latency and privacy scope, so reserve external lookups for tasks that require current authoritative data.

B:

A general answer must not invent live data.

D:

A conceptual request does not authorize reading account data.

Question 426

A research assistant connects to a vendor MCP server offering search and account deletion. Its task is only to retrieve public product documents. Which configuration is appropriate?

  1. Disable all retrieval and infer product facts from memory.
  2. Use the account-deletion tool as a connectivity test.
  3. Allowlist the search capability and withhold account deletion while checking server identity and permissions.
  4. Expose deletion because the vendor is trusted for search.

Explanation

Correct Answer

C:

Narrow capability exposure limits what an instruction-injected document could induce.

Incorrect Answers

A:

The user’s current research request benefits from actual source access.

B:

Testing a destructive operation is an unnecessary side effect.

D:

Trust in one capability does not imply authorization for destructive actions.

Question 427

An automated review posts a long essay without filenames or lines. Developers cannot identify the defect or decide whether to block a merge. What output contract is better?

  1. A structured list with file, line span, evidence, severity, uncertainty and explicit no-finding state.
  2. A longer narrative with no additional source references.
  3. One Boolean pass derived from whether the model wrote any text.
  4. A screenshot of the model’s reasoning instead of machine-readable results.

Explanation

Correct Answer

A:

Location-bound findings support verification, deduplication and release decisions.

Incorrect Answers

B:

Length cannot replace the location and condition of a claimed defect.

C:

Output existence is not proof of safe code.

D:

A screenshot is hard to reconcile with CI jobs and source versions.

Question 428

An order agent receives approval to ship, then a later authorized cancellation arrives before dispatch. The compacted state keeps only the earlier approval. What must it retain? Select TWO.

  1. The complete raw conversation for every future worker, regardless of privacy.
  2. The later cancellation’s identity, timestamp and authoritative status.
  3. The order identifier and verified dispatch state at the time cancellation was received.
  4. Only the earliest approval because it started the workflow.
  5. A generic shipped flag even though dispatch never occurred.

Explanation

Correct Answers

B:

The cancellation is a later authorized instruction that supersedes the earlier shipping approval. Its identity, time and authority must survive compaction so the resumed coordinator does not act on stale permission to dispatch.

C:

An order identifier links the cancellation to the correct shipment, while verified dispatch state tells the system whether it can still stop the outgoing parcel or needs a post-dispatch return process. Both facts are needed to avoid false completion and duplicate actions.

Incorrect Answers

A:

Saving every raw message to every later worker is neither necessary nor privacy-preserving. The safe compacted state should retain only the authenticated approval/cancellation chain, order reference and verified delivery state needed to decide whether shipping remains authorized.

D:

The first approval was valid at an earlier moment, but it does not outrank an authorized cancellation received before dispatch. Compaction must preserve the later controlling event, not privilege whichever command was recorded first.

E:

Claiming the order shipped before the fulfillment provider confirms dispatch would distort the cancellation path and may cause an unnecessary return or customer notification. A shipping state must come from actual external evidence, not a convenient default.

Question 429

An event tool reports timestamps in local time. A post-tool hook converts them to UTC, but incident analysts may need to resolve daylight-saving ambiguity. What should be preserved?

  1. A guessed UTC value with no uncertainty state.
  2. Only the current computer time instead of the recorded event.
  3. The original timestamp, source timezone or offset, normalized UTC value and an ambiguity marker where necessary.
  4. Only the normalized value with every source attribute discarded.

Explanation

Correct Answer

C:

A reversible transformation supports later forensic review rather than replacing imperfect source evidence.

Incorrect Answers

A:

Guessing during ambiguous local-time transitions can reverse event chronology.

B:

Time of analysis is not the event timestamp.

D:

Loss of timezone context may prevent correction of ambiguous conversions.

Question 430

A coding assistant finds a repository script `./verify.sh` that executes tests and also deploys to production. The user requested tests only. Which tool approach is sound?

  1. Skip all tests and report a pass to avoid the deployment.
  2. Inspect the script and choose a test-only command or isolate its side effects before invoking Bash.
  3. Run the script without inspection because it contains the word verify.
  4. Treat deployment as implicitly approved because the script is in the repo.

Explanation

Correct Answer

B:

Shell execution should match the requested scope. An innocent filename does not make a deployment harmless.

Incorrect Answers

A:

A safe alternative should actually verify code rather than fabricate results.

C:

Unreviewed shell scripts may contain consequential commands.

D:

Repository contents do not grant independent permission for production changes.

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