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134 Questions & Answers

Last Update: Oct 06, 2026

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Anthropic CCA-F Practice Test 47

Question 460

A tool call to a provider returns a structured permission denied error, while another tool successfully reads public metadata. What should the coordinator conclude?

  1. Claim the restricted data was read from the successful metadata result
  2. Public metadata retrieval succeeded; restricted data access failed and must not be inferred from it
  3. Retry the restricted call under a different connected account without permission
  4. Assume the private content is public because metadata was visible

Explanation

Correct Answer

B:

Report two distinct observed outcomes: the public metadata lookup succeeded, while the protected provider request returned permission denied. Preserve each tool's identifier, source and access status so the coordinator can use only the authorized fields. If the task requires private content, request legitimate access or provide a qualified partial answer; do not guess what the denied resource contains. This prevents a successful harmless read from masking an access-control failure and keeps the user informed about precisely which evidence is and is not available.

Incorrect Answers

A:

A successful public-metadata read establishes only the fields that endpoint returned; it does not prove the assistant was permitted to read restricted underlying content. Inferring private data from a public title or description could invent facts and bypass the provider's denied access boundary. Keep the restricted request's actual permission error and report that private content remains unavailable. Separate independent tool results rather than turn one public success into authorization for another protected resource.

C:

Trying the restricted request under another connected account without explicit authorization would be an access-control workaround, not a justified retry. The provider returned permission denied for the current principal and target; changing identity merely to get around the denial may violate tenant policy. Preserve the error, determine whether an authorized owner can grant access, and stop repeated prohibited attempts. A public metadata success does not supply consent to probe private data with unrelated credentials.

D:

The fact that a document title or public index record is visible does not mean its full contents are public. Search services often expose limited metadata while requiring separate privileges for files or attachments. Treat the restricted payload as inaccessible until the provider grants a permitted read. Assuming public access from a metadata response would collapse two security levels and risk unsupported assertions or unauthorized follow-up operations.

Question 461

A specialized vulnerability reviewer returns severity high but no exploit prerequisites; a separate reviewer returns medium with a reproducible test. How should the parent merge findings?

  1. Drop both findings to avoid disagreement
  2. Select high because conservative security always means maximum severity
  3. Preserve both assessments and prioritize the reproducible evidence while seeking missing preconditions
  4. Average labels numerically and call the result verified

Explanation

Correct Answer

C:

Preserve the high-severity warning as a hypothesis and the medium-severity reproducible finding as observed evidence. Ask the high reviewer to identify the necessary caller privilege, target path, attacker input and affected versions, then test those claims safely where authorized. Compare each finding against the same code revision and risk rubric. The final report can prioritize the proven issue while labeling the missing exploit preconditions unresolved. This avoids both under-reporting a plausible serious risk and accepting maximum severity merely because one agent asserted it without evidence.

Incorrect Answers

A:

Dropping both reviewer findings would erase the one reproducible test and hide the uncertainty around the high-severity claim. A coordinator should preserve actual evidence, including the stronger exploit reproduction and the unsupported prerequisites. Keep the case open and request the missing conditions needed to interpret the high rating. Disagreement is not evidence that neither reviewer has useful information.

B:

Conservatism does not mean automatically choosing the highest severity label without verifying what an attacker can do. A high rating may assume a reachable endpoint or privilege the scenario has not established. The second reviewer supplies a reproducible test at medium severity, which is concrete evidence. Retain both assessments, evaluate their preconditions and impact, and update severity only after the disputed exploit path is supported.

D:

Averaging ordinal labels such as high and medium produces a number that the security rubric may not define and does not resolve their contradictory assumptions. Severity depends on exploitability and impact, not the mean of two model opinions. Validate the reproducible test and seek the absent prerequisites for the higher claim. The coordinator should disclose uncertainty rather than convert conflicting findings into an invented verified score.

Question 462

An agent coordinator has three tasks: retrieve an eligibility record, draft a customer message based on that record, and independently fetch an unrelated status dashboard. The eligibility lookup fails, but the dashboard succeeds. Which handoff correctly handles the dependency?

  1. Mark all three tasks failed because any upstream error invalidates every independent result
  2. Use a cached eligibility decision from a different but similar customer and release the message draft while the lookup is unavailable
  3. Keep the dashboard result, mark eligibility retrieval failed and its dependent message draft blocked, with separate task identifiers and errors
  4. Treat the dashboard result as evidence that the customer is eligible and release the message draft

Explanation

Correct Answer

C:

A task graph should propagate failures only along the edges that depend on the failed output. Record the eligibility lookup as failed with its request ID and error category, block the customer message draft because its prerequisite is absent, and retain the successful independent dashboard result with provenance. The overall workflow is incomplete, but not every branch failed. This structure lets the caller retry or escalate the correct task without replaying successful independent work or fabricating a dependent answer.

Incorrect Answers

A:

The dashboard fetch has no data dependency on the eligibility record, so it may remain usable even though the customer-specific lookup failed. A blanket failure for every task destroys legitimate independent evidence. The correct state model distinguishes a failed prerequisite from downstream work that is blocked by that prerequisite. The coordinator must not erase a valid dashboard result or misreport it as an unsuccessful lookup merely because another branch of the task graph did not complete.

B:

A cached decision for another customer cannot establish this user’s eligibility, even if both records look similar. The message draft has a hard dependency on the current case-specific lookup that failed. Substituting another person’s result would create a false completion and may cross confidentiality boundaries. The coordinator should preserve independent dashboard success, mark the dependent draft blocked and retry or escalate the missing prerequisite through its normal workflow.

D:

An unrelated status dashboard cannot establish an individual customer’s eligibility. Using it as a substitute changes the evidence source and the meaning of the conclusion. The message draft requires the actual eligibility output and therefore must remain blocked when that lookup fails. Preserve the dashboard as a separate successful task result instead of attaching its contents to the wrong prerequisite or upgrading the entire workflow to complete.

Question 463

An agent worker generated a markdown report but failed to upload it into the requested Drive folder. How should it report completion?

  1. Delete the local copy and mark the project finished
  2. Report a local artifact prepared, remote delivery failed, with exact location and upload error
  3. Use a different project folder without asking
  4. Claim a Drive link based on the intended filename

Explanation

Correct Answer

B:

Report the actual two-stage state: the Markdown report exists locally at a verified path, but the requested Google Drive upload did not succeed. Include the target folder, file hash and provider error without exposing secrets, and give a safe next step for retrying. Do not invent a Drive URL or mark delivery complete. This keeps the authoring work recoverable and lets the coordinator distinguish a content-generation success from a failed external persistence operation. A successful local save is useful evidence, but it is not the remote outcome the user requested.

Incorrect Answers

A:

Deleting the local Markdown copy because the Drive upload failed would destroy the work product and make recovery harder. The task requested remote delivery, but the worker still produced an artifact that could be retried safely with the proper permissions. Preserve the exact local file, checksum and error details; report the delivery failure honestly. Completion must reflect the remote upload's actual receipt, not the worker's intention to produce a link.

C:

Uploading to a different project folder may disclose the document to the wrong audience or violate the user's organization requirements. An error for the specified target does not authorize relocating sensitive content elsewhere. Keep the local artifact and ask for permission or resolve access to the approved folder before retrying. The fallback location must be an allowed destination, not an improvised route to a green dashboard.

D:

A plausible Drive URL constructed from the intended filename is not evidence that the file exists there. The provider may have rejected the upload, leaving the generated link broken or pointing to an unrelated resource. Only use an ID and location returned by a successful upload, then verify the remote bytes if the release standard requires it. Until that occurs, say remote delivery failed and retain the local artifact for an authorized retry.

Question 464

A document-review subagent sends the coordinator a cursor for a search page it has already processed, then loses its network connection before reaching the final page. The coordinator must resume without claiming the corpus was completely searched or repeating reviewed findings. What handoff is most reliable?

  1. Mark the whole search complete because some verified pages were already returned
  2. Discard verified pages and restart at the first page without keeping document IDs
  3. Preserve last committed cursor, reviewed document IDs, partial findings and an explicit incomplete/error state
  4. Resume from the last returned page number instead of the last committed cursor, and assume any unreturned pages had no matches

Explanation

Correct Answer

C:

A reliable coordinator needs both positive evidence and a precise statement of what was not completed. Persist the last confirmed continuation cursor, stable IDs for documents already processed, their verified findings, and the connection failure that stopped progress. On resume, validate the cursor against provider semantics and deduplicate any repeated documents instead of assuming exactly-once delivery. Until the final page is observed, report partial coverage rather than a completed search. This preserves truthfulness and avoids duplicate work.

Incorrect Answers

A:

Having some verified pages does not prove that the entire result set was searched. A final conclusion about complete coverage would require an observed terminal cursor or equivalent end condition. Marking the task complete after a network interruption hides uninspected documents and biases the coordinator’s synthesis. A partial-success state should preserve what was actually processed and which pages remain unknown so a later resumption can complete the search or disclose incomplete coverage.

B:

Restarting from the beginning can sometimes be safe, but without retaining document identifiers or progress it is inefficient and may duplicate review findings or trigger repeated downstream actions. The task already has trustworthy results from committed pages. The handoff should preserve their provenance, the last verified cursor, and an explicit failure state. A retry can then resume from an authorized checkpoint or safely deduplicate repeated pages if the provider requires restarting earlier.

D:

A page number or transient response can advance beyond findings that were never durably recorded. If the connection drops before completing a page, that shortcut risks skipping evidence or duplicating earlier matches. The coordinator needs the last committed continuation token, reviewed document IDs and an incomplete state, then should resume under the provider’s real pagination protocol. A guessed stopping point cannot prove corpus coverage.

Question 465

A document review worker finds a contract signature valid but cannot establish the signer's authority under an amended delegation matrix. What should it return?

  1. Invalidate the signature merely because authority is missing
  2. Rewrite the delegation matrix using the signer's title
  3. Declare full approval based on signature bytes alone
  4. Signature verification passed and authorization to bind the organization remains unverified

Explanation

Correct Answer

D:

Return that the signature passed the relevant technical integrity and identity checks, while authority under the amended delegation matrix remains unverified. Identify the governing policy version and which authorization evidence is missing, then route the matter for source-level confirmation before any binding approval. This separates two necessary questions: was the document signed by the identified signer, and did that signer have power for this transaction? The first can be true while the second is unresolved. A truthful partial result is safer than inventing either a failed signature or a fully authorized contract.

Incorrect Answers

A:

A cryptographically valid signature can prove that given bytes were signed by a particular key, but a missing delegation-matrix record does not automatically make those bytes invalid. The unresolved issue is whether the signer had authority to bind the organization under the amended policy. Preserve signature verification as its own result and escalate the authorization question. Mixing technical signature validity with corporate authority would make both findings less accurate.

B:

Editing the delegation matrix to match the signer's title would fabricate organizational authority and destroy the provenance needed for legal review. A job title alone may not grant power to sign the particular contract after an amendment. The worker must retrieve the governing approval record or report it unavailable; it cannot amend the policy just to turn an incomplete review into a pass. Keep authoritative source documents separate from the model's interpretation.

C:

Signature bytes alone cannot establish that an individual was authorized to enter this agreement for the company. They may verify identity and document integrity while leaving signing limits, amendments or board approvals unresolved. Declaring full approval would overstate what the cryptographic check establishes. Report separate technical and organizational authorization statuses, and seek the current delegation record before a binding legal conclusion.

Question 466

A long-running test suite reports ten passed tests and one aborted test caused by provider outage. How should an agent report the suite state?

  1. Ten passed, one not executed to completion, overall gate not yet passed
  2. Count the aborted test as a confirmed application bug without provider context
  3. Count the aborted test as passed because it did not fail assertions
  4. Hide the aborted test and report a 100 percent pass rate

Explanation

Correct Answer

A:

Ten tests passed and the eleventh was aborted by a provider outage, so the suite has incomplete required coverage. Report the ten observed passes and the one not executed to completion with its environmental error. Keep the overall required gate pending or failed according to the test policy, rather than claiming an application defect or full success from missing evidence. A bounded retry can be attempted when the dependency recovers, with results tied to the same source revision.

Incorrect Answers

B:

An aborted test caused by an external provider outage is not automatically a reproducible application bug. The test may not have reached the code path or assertion it was intended to exercise. Preserve the outage status separately from a genuine assertion failure, and retest under a valid environment before attributing the problem to product logic. Mislabeling infrastructure unavailability as application failure distorts triage and wastes engineering effort.

C:

An aborted test did not reach a verified passing assertion, so it cannot be counted as passed merely because no assertion failure was recorded. It represents unexecuted or incomplete coverage. Mark its outcome explicitly, retain the provider outage evidence and rerun once conditions permit. The suite can report ten successful tests without declaring all eleven required checks passed. Incomplete is neither success nor a proven product defect.

D:

Hiding the aborted case changes the denominator and creates a false 100 percent pass report. Stakeholders would assume all required checks ran even though one lacked a result due to a dependency outage. Keep the test ID, attempted environment, error and pending status in the release ledger. If it is mandatory, the overall gate remains unapproved until a valid completion receipt is available.

Question 467

A model summarizes provider errors using natural prose, but a coordinator needs to route support tickets by service and failure code. What should the worker supply?

  1. Only a sentence saying something went wrong
  2. Derive the remediation timestamp from when the coordinator received the summary, without checking the underlying provider event
  3. A machine-readable error envelope containing service, operation, code, retryable status and safe message
  4. The complete HTTP request with all authorization headers

Explanation

Correct Answer

C:

The coordinator needs to route failures predictably, so the worker should return a structured error object containing service, operation, canonical code, retryable flag and a redacted human-readable message. Each field should have a defined type and an explicit missing-value state where necessary. This distinguishes a temporary provider outage from a permission failure and lets downstream systems select an appropriate queue without parsing free-form prose. Keep correlation IDs or timestamps when available and safe, but do not include secrets or raw authorization headers. Schema compliance still needs checking against the actual observed provider error.

Incorrect Answers

A:

A sentence saying something went wrong provides no stable service identifier, operation name or failure code for the coordinator's routing logic. Different providers may use the same informal phrase for rate limits, permission denials and invalid requests, which require different handling. Return a typed error envelope with safe diagnostic text and retryability information, preserving the original provider status where applicable. Human-readable explanation can supplement that contract but cannot replace the machine fields needed for deterministic ticket assignment.

B:

Arrival time is not the time at which a provider repaired an incident or closed a support ticket. A delayed message can summarize events from an earlier interval, and some providers may never have completed remediation. Route using structured error types, observed status and authoritative event timestamps where available. Do not convert summary receipt time into a claimed confirmed action time.

D:

The complete HTTP request may include bearer tokens, API keys, cookies or personal data that a support ticket does not need. Copying every authorization header into the worker's summary would create a new credential exposure surface and expand what later responders can read. Normalize the safe error code, service, operation and retry class, with only redacted context sufficient to diagnose the failure. Diagnostic usefulness does not justify passing raw credentials through a model-visible routing envelope.

Question 468

A research coordinator receives an answer from a worker with valid citations but no indication whether the source pages were read in full. Which handoff field matters?

  1. A model-generated reading time estimate
  2. A numerical confidence rating supplied by the worker without recording which pages or spans were actually retrieved
  3. Explicit retrieval coverage and whether claims are supported by complete or partial source spans
  4. A claim that the result is official because the URL looks formal

Explanation

Correct Answer

C:

The handoff should distinguish full-file retrieval from a partial extract, snippet or metadata-only lookup, and associate each cited conclusion with the spans actually observed. Include source identity and version, read status, page or section coverage and unresolved portions when relevant. A statement supported by only two retrieved paragraphs should not be presented as a comprehensive assessment of a hundred-page guide. The coordinator can request missing passages or explicitly qualify the answer. Citation syntax alone does not prove those pages were read, so coverage evidence is part of the factual verification contract.

Incorrect Answers

A:

A predicted reading time is not a record of which documents, pages or paragraphs the specialist actually opened. A worker could estimate several minutes while relying only on search snippets or an abstract. The coordinator needs observed retrieval events, source identifiers and coverage scope to know what evidence is available for each claim. Timing may help operational metrics but cannot substantiate a page-specific citation or prove that a source’s exceptions were considered. Require traceable readback metadata instead of an invented duration.

B:

A confidence estimate describes how certain the worker sounds, but it cannot establish which source passages were inspected or whether a critical exception lies in an unread section. The coordinator needs concrete retrieval coverage, citations mapped to observed spans, and any missing content before relying on the handoff. A score without that provenance could remain high even when the worker saw only a search snippet. Evidence completeness is separate from subjective certainty.

D:

A formal-looking web domain or document title can identify a plausible authority but says nothing about which portion the specialist retrieved. A legitimate official URL might return a login page, error or only a short search snippet during the session. The coordinator must preserve the actual access status and page coverage rather than promote a URL’s appearance into a full-source verification receipt. Only observed content should support detailed claims; inaccessible or partially read pages remain explicitly qualified.

Question 469

An agent must find where a feature flag is evaluated across a repository with 60,000 files. Which first search strategy minimizes context waste?

  1. Begin with a filename-based search for the flag name and inspect only the first likely module, without a repository-wide content query
  2. Locate occurrences with targeted search and then read only relevant definitions and call sites
  3. Read only the README and assume it documents runtime paths completely
  4. Load every file into one model prompt

Explanation

Correct Answer

B:

A repository with 60,000 files is too large to dump into one model context. Begin with targeted content search for the feature flag name and likely aliases, using file types or paths to narrow results when useful. Read the definitions and call sites returned by that search, checking which branches and configuration files control runtime behavior. Preserve file paths and line references so the final explanation can be traced to real code. This strategy obtains the relevant execution graph with far less irrelevant material than indiscriminate reading.

Incorrect Answers

A:

A feature flag may be evaluated in tests, build scripts, configuration and runtime branches whose filenames do not mention its identifier. A first-file guess risks overlooking important uses across a large codebase. Start with an appropriately scoped code search using Grep or equivalent indexing, then inspect actual matches and related callsites. Filename search may assist navigation but cannot establish complete usage coverage.

C:

A README may describe intended feature behavior but omit actual flag consumers, deprecated aliases and conditional branches in the code. Relying only on it risks repeating an out-of-date architecture summary rather than finding where the flag is evaluated. Search repository content for the identifier, inspect relevant definitions and uses, and verify which code is active in the current build. Documentation can help orient the search but is not a substitute for source-level evidence.

D:

Loading tens of thousands of files into one prompt would exceed practical context limits, cost time and make important occurrences harder to isolate. Large irrelevant input can also cause truncation or obscure source provenance. The agent needs a search index or targeted grep-like query to locate occurrences of the flag, followed by narrow reads of relevant call sites. Retain paths and code context for those hits rather than treating the entire repository as one unstructured transcript.

Question 470

A large monorepo contains three functions named authorize in unrelated packages. How should an agent trace a failing authorization path?

  1. Assume imports always resolve to the nearest file
  2. Choose the authorize definition in the package whose directory name most closely resembles the failing service
  3. Identify the actual entry point and follow imports, call sites and runtime package resolution
  4. Edit all three functions in parallel to be safe

Explanation

Correct Answer

C:

Three functions with the same name may enforce unrelated policies in different packages. Start from the failing request or test, identify its runtime entry point, resolve imports and package selection under the active build configuration, and follow the call chain to the invoked authorize implementation. Confirm with a targeted trace or reproducible test before editing, then scope the patch to the actual code path and rerun authorization checks. This evidence-based resolution avoids modifying a similarly named but unused function and keeps the investigation tied to the deployed revision rather than directory-name guesses.

Incorrect Answers

A:

Imports are resolved by the project’s actual language, module loader, build configuration and dependency graph, not necessarily by physical proximity of files. The nearest authorize definition might belong to an unrelated package and never execute for the failing request. The agent should locate the true entry point and follow the import or symbol references that the deployed build uses, with tests or runtime traces when ambiguity remains. An incorrect path assumption could lead to patching an inert function while leaving the access-control defect untouched.

B:

A directory-name match is a useful search lead but cannot identify the actual function invoked at runtime. Imports, package aliases, generated bindings, or deployment configuration may route the failing call to a different definition. The agent should start from the observed entry point and trace call sites and package resolution for the active build, then inspect the exact implementation. Editing a plausible-looking neighbor risks changing dead or unrelated code while leaving the real defect unchanged.

D:

Editing all three authorization functions at once is not a conservative fix: it broadens the mutation to unrelated packages and can silently change access policy for other services. The observed failure may involve only one implementation selected by imports or runtime configuration. Determine which function is actually called, reproduce the defect on its route and change that path under appropriate review. Other definitions should remain untouched unless independent evidence shows they share the same fault. More edits create more risk without improving the causal diagnosis.


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