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134 Questions & Answers

Last Update: Oct 06, 2026

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Anthropic CCA-F Practice Test 29

Question 280

A coding agent is asked to migrate authentication used by dozens of services. The change may invalidate user sessions. Which TWO preparatory steps are most defensible? (Select TWO.)

  1. Assume all dependent services use the same version and skip discovery
  2. Use planning mode to map callers, failure scenarios and a migration sequence
  3. Immediately modify production credentials to learn what fails
  4. Confirm required rollout approvals and define tested rollback or recovery conditions
  5. Delete session logs before the migration to reduce noise

Explanation

Correct Answers

B:

Planning mode is useful here because changing authentication affects numerous consumers and could invalidate sessions in ways that simple compilation cannot reveal. Before implementation, identify affected callers and protocol versions, classify which changes are backward-compatible, and sequence the migration with measurable checkpoints. Record failure scenarios such as expired tokens and partial rollout. This is separate from obtaining approval: the plan explains technical dependencies and evidence, while the other correct safeguard establishes authorization and tested recovery conditions.

D:

Authentication migration can invalidate active sessions across many services, so a safe plan needs explicit deployment authority and predefined recovery conditions before touching production. Identify who can approve the rollout, which client populations are affected, the monitoring signals for failed login or refresh, and the tested procedure to roll back or recover users. Record the transition criteria and how to distinguish a successful cutover from partial compatibility failure. This complements mapping dependencies in planning mode; neither approval alone nor a conceptual rollback story proves that recovery works on the actual target systems.

Incorrect Answers

A:

Assuming dozens of dependent services share the same authentication version ignores differences in token format, refresh behavior and session lifetime. A change could disconnect one client population while appearing successful in a small test service. The migration should inventory callers and current contracts before implementation, so breakage can be evaluated and a staged transition designed. Skipping discovery turns a broad high-impact change into an uncontrolled experiment on users.

C:

Changing production credentials first would make the users and services participating in the authentication migration an uncontrolled test environment. Sessions may fail abruptly, automated integrations may lose access and recovery could be difficult without a rollback plan. The team needs design and approval before any live mutation, including a caller inventory, compatibility tests and a clearly authorized release window. A destructive discovery technique is not a defensible preparation step.

E:

Deleting session logs would remove the evidence needed to diagnose which users were logged out, which authentication flows failed and whether the rollout can be safely reversed. Secrets and personal data in logs may require redaction and restricted retention, but that is not equivalent to destroying operational history before a high-risk migration. Preserve suitable diagnostic traces and plan their handling under the organization's retention policy. A useful migration plan depends on observing outcomes, not making failures less visible.

Question 281

A developer asks to correct one obvious typo in a documentation sentence and provides the exact file. Which approach minimizes overhead?

  1. Make a small scoped edit with a quick readback rather than a lengthy multistage plan
  2. Rewrite the entire documentation site
  3. Spawn five workers to debate spelling
  4. Publish the site automatically

Explanation

Correct Answer

A:

Low-risk changes with clear targets rarely justify extensive architectural planning. Inspect the current span before modifying it. A one-line documentation typo in a known file needs only a scoped read, edit and readback. A long speculative plan adds overhead without improving safety for this low-risk, self-contained change. Verify the diff contains only the intended text. A tiny correction does not authorize a wide rewrite. Coordination overhead exceeds the task complexity. Editing and deployment remain separate actions.

Incorrect Answers

B:

Rewriting an entire documentation site to fix one known typo widens the diff enormously and can introduce broken links or unintended wording changes. The developer supplied the exact file and defect, so a small scoped edit with readback is sufficient. Full-site regeneration adds little correctness evidence for the requested change. Preserve neighboring paragraphs and run only the lightweight verification necessary to confirm the intended sentence was corrected.

C:

Five workers debating a spelling mistake create coordination overhead disproportionate to the task. They may each repeat the same judgment while consuming extra context and producing conflicting edits to one file. The main agent can inspect the specified sentence, apply a direct change and verify it immediately. Delegation is useful for independent research or large separated workstreams, not a low-risk deterministic correction with a known target.

D:

Automatic publication is a separate external action that the user did not authorize when asking to correct a local typo. Even if the edit is correct, the documentation website may require review, CI gates or deployment approval. Finish the scoped file change and report its local validation first. Treat any push or publishing request as an independently authorized workflow with a clear destination, rather than as an incidental side effect of fixing spelling.

Question 282

A task would modify authentication policy across multiple services. What justifies entering plan mode?

  1. The user wrote a very short sentence
  2. Cross-service impact, uncertain dependencies and possible lockout consequences
  3. The repository has exactly three files
  4. The model prefers long answers

Explanation

Correct Answer

B:

Planning is useful when the risk of a direct edit is material and rollback needs rehearsal. Gather affected owners and emergency access requirements. Cross-service authentication policy updates have uncertain callsites and user access consequences. Planning should inventory dependencies, migration order and a recovery strategy before executing potentially locking changes. Treat approval as distinct from drafting a plan. Writing style is not a reason to add planning overhead. Prompt length alone does not determine technical complexity.

Incorrect Answers

A:

The length of the user's sentence does not determine whether a change needs planning. A short request can describe a straightforward text edit, or it can imply a high-risk authentication policy migration across services. The deciding factors are uncertainty, dependency breadth, blast radius and rollback consequences. Here lockout and inconsistent access are plausible, so a scoped plan should identify affected systems, verification and recovery before edits start. Planning is a risk-control step, not a reward for verbose prompts.

C:

A repository with exactly three files can still contain a critical authorization policy affecting several services, while a much larger repository can contain a trivial comment edit. File count therefore does not establish whether planning is justified. In this case, the requested authentication change has cross-service dependencies and potential lockout consequences; those need owner review, staged rollout, explicit tests and a recovery path. Choose planning based on risk and uncertainty rather than a mechanical inventory threshold.

D:

The model's preference for long answers is not a basis for choosing plan mode. Planning is useful when a task has material uncertainty, multiple dependent services or recovery hazards that warrant explicit sequencing before execution. A short request to change authentication across services can require careful design, while a verbose request for one typo may not. Decide from the system impact and authorization risks rather than from the amount of prose the agent enjoys generating.

Question 283

A developer has a clear self-contained unit test to add, with existing examples and no production write outside a local branch. What workflow fits?

  1. Delete the test suite and recreate it
  2. Direct scoped implementation followed by the relevant test run
  3. Skip execution and claim the test passed
  4. Demand a full security architecture review first

Explanation

Correct Answer

B:

The task is local and well specified: one unit test, known examples, and no authorized production mutation. A scoped implementation can follow the existing project style, add the needed input and assertion, and run the relevant test runner on the changed branch. Record the actual test outcome, inspect the diff for unrelated edits and make a focused correction if the new test fails. A full architecture-planning cycle is unnecessary for a bounded change with clear acceptance criteria, although normal permissions and test evidence still apply.

Incorrect Answers

A:

Deleting the existing test suite to add one self-contained unit test destroys established coverage and may hide regressions in unrelated code. The repository already has examples that define the expected assertion style and runner, so a narrow addition is possible. Read the relevant test module, add the targeted case on a local branch and execute the appropriate suite. Recreating all tests would be disproportionate to the request and difficult to review.

C:

A test file that has not been executed can contain syntax errors, incorrect expectations or assumptions about a changed function signature. Claiming success from editing alone would misrepresent the quality gate the user asked for. After adding the focused test, run the relevant command against the actual branch and preserve its outcome. If the environment prevents execution, report the limitation rather than inventing a pass. A concise workflow can still include real verification.

D:

A complete architecture review would be disproportionate for adding a clear, isolated unit test on a local development branch with existing examples. Such a review introduces process overhead without resolving any stated dependency, privilege change or production risk. Read the relevant code, implement the scoped test and execute the correct test command, then report its observed result. If execution exposes broader interface or security uncertainty, expand the plan then; do not demand an unrelated organization-wide review in advance.

Question 284

A refactor changes a public API used by downstream teams. What should the plan include before code changes?

  1. Only the target function's formatting
  2. Document only the changed function signatures and ask downstream teams to discover any breaking behavior after deployment
  3. An immediate production deploy command
  4. Call-site inventory, compatibility strategy, tests and rollback or migration plan

Explanation

Correct Answer

D:

API changes can break consumers not visible from one function body. Plan for deprecation where clients cannot migrate atomically. A public API refactor affects downstream contracts, not just local compilation. Inventory callers, preserve compatibility or publish a migration strategy, design regression tests and identify a rollback boundary before changing code. Preserve acceptance criteria for existing consumers. A refactor request is not automatic release authorization. Presentation changes do not address compatibility. Unverified dependencies cannot be ignored.

Incorrect Answers

A:

Formatting the target function is a local stylistic concern, not a migration strategy for a public API consumed by other teams. Callers may depend on argument names, status codes, serialization rules or error behavior even when the modified source looks clean. Before the change, inventory concrete usage and specify compatibility and deprecation behavior. Relevant contract tests and a rollback path are what reduce downstream breakage; a pretty-printed function signature cannot reveal these dependencies.

B:

Function signatures are part of an API contract, but backward compatibility can also involve error semantics, defaults, data formats and rollout coordination. Downstream consumers may break even if signatures look stable. A high-impact refactor plan should identify affected clients, versioning or migration strategy, compatibility tests and rollback. Leaving discovery until after deployment shifts avoidable risk onto consumers.

C:

An immediate production deployment command skips the compatibility analysis that a public API refactor requires. Downstream consumers may depend on method signatures, error codes or serialization behavior that a local unit test never exercises. The plan should inventory callers, version or migration requirements, integration tests and rollback conditions before code is promoted. Deployment is a separate authorized outcome after those checks, not a replacement for understanding who will be affected by the change.

Question 285

A developer asks for a read-only diagnosis of a failing integration test. The only available reproduction command would reset a shared test database. What should Claude Code do before attempting that command?

  1. Run the reset immediately because diagnosing the failure counts as read-only work
  2. Reclassify the command as a side effect, disclose its database impact and obtain the required authorization or find a nonmutating reproduction
  3. Hide the reset behind a shell alias so the user sees only the test command
  4. Assume a shared test database is disposable because its name contains test

Explanation

Correct Answer

B:

The developer authorized investigation, not a shared-database reset. Claude Code should identify the command’s actual effects, explain the expected impact and request appropriate approval if that reset is necessary. Prefer an isolated fixture or read-only log/test investigation when available. If the destructive reproduction cannot be authorized, return the diagnosis limits and proposed next steps rather than pretending the test ran. This preserves both the user’s scope and the shared environment. If a response contains only partial metadata, a stable output contract should identify missing fields rather than invent their values.

Incorrect Answers

A:

A reproduction command that resets a shared database is not read-only, even if the user requested only diagnosis. Running it without approval can destroy data used by other testers and obscure the original failure state. The agent should first inspect the command’s effects and seek a safe nonmutating way to reproduce the issue. Tool execution policy must evaluate real side effects rather than accepting the task label as permission to mutate resources.

C:

Renaming a destructive command cannot change its effect or make it authorized. It also conceals what happened from the user and from audit records, making a reset harder to investigate. The host should evaluate the resolved executable and its arguments, not the shell alias displayed in the transcript. Use a transparent, reviewed command only after confirming its scope, environment and required permissions.

D:

A database named test may still contain shared fixtures or ongoing investigations. Deleting its state can cause data loss and make flaky integration failures harder to reproduce. Authorization depends on resource ownership and permitted effects, not a friendly label. Verify whether the database is isolated and disposable; otherwise diagnose using existing evidence or obtain explicit consent before any reset.

Question 286

A user asks to add a new endpoint but has not specified authentication behavior. Why is immediate coding risky?

  1. A security-critical requirement is unresolved, so planning should identify and resolve the access boundary
  2. A longer code comment guarantees enforcement
  3. Authentication can be added after public deployment
  4. The endpoint will automatically inherit every desired permission

Explanation

Correct Answer

A:

An endpoint with guessed authorization rules may expose sensitive resources. Define who may call the endpoint and which resources it can affect. Authentication requirements determine who may reach the new endpoint. Coding before establishing permission, identity and failure handling risks exposing a privileged operation; planning must resolve those conditions first. The missing authentication requirement may determine whether the endpoint is public, session-bound or privileged; guessing would expand exposure risk. Avoid silently inventing access grants. Framework defaults vary and may be unsafe.

Incorrect Answers

B:

A longer comment explaining authentication intentions cannot enforce access to a new endpoint. Authorization must be represented in executable routing, middleware, identity checks and resource-scoped policy, then tested with permitted and denied requests. The user has not specified the boundary, so implementation should identify whether the endpoint is public, user-scoped or privileged before exposure. Documentation can record the decision after it is made but cannot substitute for the underlying requirement or enforcement.

C:

Deploying an endpoint publicly before adding authentication exposes a period in which unintended callers may use it. Later security fixes do not undo any records read or changed during that window. The unresolved access requirement is therefore a precondition for implementation and release, not a post-launch enhancement. Clarify the intended principal, privileges and resource scope, enforce it at the request boundary, and test denial paths before the endpoint becomes reachable in production.

D:

A new endpoint does not automatically inherit every authorization behavior the user might expect. It may have a different route matcher, service account, audience, resource scope or default exposure than existing handlers. Coding before clarifying authentication can accidentally make a protected operation public or deny legitimate callers. The plan should establish required principals and permission checks, then test allowed and denied requests on the integrated endpoint. Assuming inheritance is neither a specification nor proof of enforcement.

Question 287

A team wants to modernize a legacy component while uptime is contractually critical. What should planning prioritize?

  1. Deleting old backups for space
  2. A one-shot rewrite with no rollback
  3. Assuming deployment succeeds because compilation passed
  4. Incremental change boundaries and a tested rollback/failover strategy

Explanation

Correct Answer

D:

Continuous service and state compatibility should shape the work sequence. Stage observable checkpoints and versioned configuration. A legacy modernization with contractual uptime constraints needs staged deployment, monitored acceptance and rollback or failover testing. A one-shot replacement cannot safely assume that all dependencies remain compatible. Operational continuity requires observing rollout health and being able to reverse changes before failures reach the full user population. Monitor actual health during rollout before broad promotion. Runtime behavior can differ from static checks.

Incorrect Answers

A:

Deleting old backups sacrifices a recovery option precisely when the system needs high uptime during modernization. A rollback plan depends on known usable artifacts, database compatibility and an accessible restoration path if the new component fails. Space savings do not establish that replacement behavior is correct or that existing sessions will survive. Keep approved recovery snapshots under retention policy and verify restoration before changing the live service. Deleting backups can turn a reversible migration into an outage.

B:

A one-shot rewrite with no verified rollback exposes the service to a large untested change at a time when uptime is contractually important. If the migration fails midway, operators may lack a known-good version or safe way to restore state. Divide the modernization into small compatible deployments, define health metrics and failover behavior, and test recovery before each irreversible migration. A faster code rewrite is not an acceptable substitute for meeting the availability constraint.

C:

A successful compile shows that a particular source revision met the build tool's static requirements, but it does not prove that the modernized service can serve production traffic without downtime. Runtime configuration, storage migration and dependent clients may fail after the binary starts. With contractual uptime limits, verify staged compatibility, health and failover on realistic environments, and rehearse rollback before promotion. Assuming success from compilation alone hides the operational properties the plan is meant to protect.

Question 288

A maintainer asks for a code search and a summary of findings, but Claude Code plans to install dependencies. What is wrong?

  1. Searching without installation is always impossible
  2. More installed tools necessarily improve accuracy
  3. Dependency installation is a side effect not required for the read-only search
  4. The repository must be rewritten for indexing

Explanation

Correct Answer

C:

The authorized task is inspection; unrelated environment mutation should be avoided. Use Glob/Grep/Read with bounded scope first. Installing dependencies creates a mutation and potential network supply-chain action outside the requested scope; use existing search tools and report any access limits. Search-only work should use the existing repository content and leave lockfiles, dependencies and external package state unchanged. Explain any genuinely missing capability rather than installing blindly. Existing files can often be read directly. A package installer can execute lifecycle scripts, alter lockfiles and reach external registries, none of which is necessary to read existing source code. Asking to search is not authorization for that wider operation.

Incorrect Answers

A:

Search can operate on files already present in a checked-out repository using existing read tools. Dependency installation is not inherently required just to inspect text, names or declarations, and may introduce network access, lifecycle scripts or local mutations. If a particular indexer truly needs setup, that dependency should be justified and authorized separately. The user's current request is read-only; claiming installation is always mandatory would turn a simple investigation into unnecessary side effects.

B:

Additional installed tools do not automatically improve source accuracy. They can add overlapping capabilities, ambiguous result formats and package-installation side effects without addressing the requested repository search. Accuracy comes from inspecting the relevant source files and reporting what was observed, including version and path. The assistant should first use the existing scoped search capability and request setup only for a demonstrated missing requirement, not treat a larger tool catalog as evidence of better findings.

D:

Rewriting the repository to enable indexing is far beyond a request to search code and summarize matches. It introduces source changes, potential build breakage and new review obligations without demonstrating that the existing search capabilities are insufficient. The assistant should first use read-only filename and content tools within the authorized scope and report observed findings with paths. Any dependency installation or repository mutation would need a separate justified request and permission, not an assumption that searching requires altering the project.

Question 289

An architect requests a comparison of three possible caching approaches with no approval to implement. What deliverable fits?

  1. Implement the fastest-sounding choice immediately
  2. A structured plan comparing latency, invalidation, failure modes and evidence
  3. Discard alternatives after naming the first
  4. Present projected benchmark numbers from a reference article as if all three caching strategies had been tested in this application

Explanation

Correct Answer

B:

The user requested evaluation, not configuration changes or deployment. State assumptions and unknown workload characteristics. A caching architecture comparison should discuss hit rate, invalidation, staleness, failure modes and evidence for each option. Producing a written decision matrix is appropriate; implementing any cache without approval would exceed the request. Tradeoffs must include cache invalidation semantics and tolerated staleness, since those constraints determine the safe architecture more than raw speed. Reserve mutations for a later explicit decision.

Incorrect Answers

A:

Implementing the first caching approach violates the user's request for a comparison and may impose side effects that were not authorized. Selecting one alternative based on a subjective claim that it sounds faster ignores workload, invalidation complexity, consistency and failure behavior. The deliverable should evaluate the three approaches against comparable criteria and disclose evidence limitations, without modifying the application. Actual implementation would require a separate decision and scope, not be silently included in an architectural analysis.

C:

A comparison of three caching approaches requires evidence about the tradeoffs between alternatives. Selecting the first option and discarding the others cannot establish which strategy best fits the workload, particularly when cache invalidation, stale reads and backend failure recovery differ. The architect has no deployment authorization either. Prepare a structured decision record identifying assumptions, expected hit-rate and latency behavior, invalidation complexity, operational risk and a proposed way to test each candidate.

D:

External benchmarks can inform hypotheses but do not establish workload-specific latency, hit rate or invalidation behavior. The owner asked to compare choices without authorizing implementation, so the architect can describe assumptions and evaluation criteria, not claim observed local performance. Any cited third-party numbers need source attribution and comparability caveats rather than being relabeled as the customer’s measured results.

Question 290

A team approved a three-file Claude Code implementation task. During the edit, the agent notices an unrelated failing test in a different package and begins refactoring that package without requesting any scope change. What should its execution workflow do?

  1. Expand the work automatically because fixing all observed failures is always part of an approved edit
  2. Record the unrelated failing test only in the agent’s private scratch notes, leaving it out of the owner-facing handoff
  3. Complete and validate the authorized three-file change, record the unrelated failure separately, and obtain approval before expanding scope
  4. Change the CI test-selection configuration to exclude the unrelated package without requesting scope approval

Explanation

Correct Answer

C:

The execution plan and authorization define the boundary of the three-file task. When an unrelated package fails a test, the agent should preserve that diagnostic evidence, determine whether it blocks the agreed acceptance tests, and avoid modifying other code without an explicit scope extension. It can complete the permitted patch, rerun relevant tests and report any unresolved external failure honestly. If fixing the separate package is necessary, request permission for that additional work before touching it. This scenario tests scope control during execution, not whether trivial edits require a planning phase.

Incorrect Answers

A:

An unrelated test failure may be real, but discovering it does not grant the assistant permission to refactor another package. The approved work named three files, so expanding the change silently breaks the agreed review boundary and could introduce unrequested behavior. The test should be captured with its actual file, revision and failure output, and any later remediation should have its own scope and authorization. The important failure in this option is uncontrolled task expansion, not the mere existence of an unexpected test result.

B:

The test may be outside the authorized three-file edit, but hiding it in transient internal notes does not preserve a reliable issue record for maintainers. The workflow should finish and validate the approved change, explicitly record the unrelated failure in the appropriate issue or handoff, and request permission before starting an unrelated refactor. Separating scope does not mean suppressing observed evidence; it means not silently expanding the authorized mutation set.

D:

Silently narrowing CI coverage changes the project’s acceptance checks rather than resolving an unrelated failing test. The configuration file is also outside the approved three-file task, so this option expands mutation scope and can conceal important regressions. A safer workflow preserves the observed failure in the handoff and seeks separate authorization before modifying either the package or test policy. Validating the requested work does not grant permission to alter unrelated gates.


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