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Anthropic CCA-F Practice Test 29

Question 280

A library upgrade touches 50 modules and introduces an incompatible API. Which corrective action most directly addresses the observed failure?

  1. Bind execution to the approved plan and surface material deviations for review.
  2. Inventory callers and plan staged migration and regression testing before execution.
  3. Use an Explore-style subagent to summarize modules and dependencies first.
  4. Fix the first compilation error without identifying the other callers or their behavioral dependencies.
  5. Use direct execution with an exact change and targeted validation.

Explanation

Correct Answer

B:

List every module and integration depending on the changed API, identify the interface adaptations and backward-compatibility constraints, and sequence edits so intermediate states can be tested. Run relevant unit, integration and regression checks before removing old adapters. Planning at this scale reduces partially migrated code paths and latent failures.

Incorrect Answers

A:

Following a previously approved plan helps control drift, but the question does not establish that a valid cross-module migration plan exists. If a critical caller is missing, strict compliance with an incomplete plan can still break production. First inventory affected call sites and define staged compatibility tests for the new API.

C:

An Explore-style read-only subagent can gather evidence about the repository, but its summary is an input to—not a replacement for—the migration and test plan. A large incompatible library upgrade needs decisions about call-site order and observable compatibility. Capture the findings in a staged change strategy with regression gates.

D:

Patching the first compiler error may reveal a localized break, but fifty affected modules can contain runtime call sites, integration paths or unsupported semantics that compilation misses. Fixing one reported failure without mapping dependencies gives no guarantee of consistent migration. Inventory the affected callers and verify them together.

E:

Immediate edit-and-test is efficient for a small, well-specified change, but the scenario explicitly spans fifty modules with incompatible contracts. Targeted tests may miss consumers outside the initial edit. Establish the migration scope and staged verification before executing broad code changes.

Question 281

A user wants to rename one local variable in a single function, with tests already specified. Which implementation choice best closes the specific gap described?

  1. Rename the local variable only in the intended function, inspect the diff, and run the specified tests.
  2. Replace every identical variable name throughout the repository to keep all names superficially consistent.
  3. Begin a multi-week naming-convention architecture plan before changing the single function.
  4. Keep the function unchanged and perform only a speculative risk analysis rather than the requested rename.

Explanation

Correct Answer

A:

The requester identifies a single local variable and existing tests, so the implementer can use a restricted edit anchored to the function and then verify behavior. Inspecting the small diff catches shadowing or accidental extra changes without broad discovery.

Incorrect Answers

B:

The same identifier can denote unrelated locals and parameters in other scopes. A repository-wide textual replacement risks altering behavior outside the requested function and defeats the requirement for a deliberately narrow change.

C:

A naming policy may help a large cross-project cleanup, but planning an architectural program cannot validate one already specified local rename. The substantial planning cost is unjustified by the known scope and tests.

D:

Risk assessment can inform a change, but the user has asked for an actual localized edit. Without the rename and test run, the requirement remains unmet despite any discussion of hypothetical side effects.

Question 282

A developer has no understanding of a codebase's ownership boundaries before moving services. Which architecture decision would most directly meet the stated requirement?

  1. Start moving files into proposed services before identifying their callers or runtime ownership.
  2. Schedule a production migration immediately and infer service contracts from any failures afterward.
  3. Ask a specialist agent to rewrite ownership declarations in the repository before inspecting their current use.
  4. Delegate read-only exploration of modules, entry points, callers and dependencies, and receive a concise cited map.

Explanation

Correct Answer

D:

An Explore-style read-only subagent can inspect the relevant module graph while returning a compact summary with file and symbol references. This gives the main implementer bounded evidence for a later service-migration plan without prematurely changing source files.

Incorrect Answers

A:

Moving files first may appear to accelerate a refactor, but the developer lacks the boundary information needed to avoid breaking imports, data flow or deployment ownership. It transforms a discovery problem into potentially destructive experimentation.

B:

Runtime failures might reveal some unknown coupling, but production is the wrong place to discover basic ownership. Without an initial dependency and migration map, this approach cannot control compatibility or rollback exposure.

C:

A specialist can help investigate a large codebase, but asking it to rewrite ownership declarations before observing existing contracts introduces speculative changes. The missing prerequisite is evidence about callers, runtime modules and dependency edges.

Question 283

A production migration decision offers three viable approaches with different data consistency risks. What should the team change first to resolve this exact failure mode?

  1. Document the three migration proposals in plan mode and begin coding one immediately without comparing consistency risks or obtaining a chosen design.
  2. Enforce non-mutating tool permissions independently of the mode label.
  3. Compare tradeoffs in plan mode and obtain a chosen design before coding.
  4. Identify missing invariants and plan safe transition rather than invent a schema.

Explanation

Correct Answer

C:

Architectural alternatives require an explicit decision about correctness and reversibility. Here, a production migration decision offers three viable approaches with different data consistency risks. Architectural alternatives require an explicit decision about correctness and reversibility. Resolving the exact observed failure requires the system to compare tradeoffs in plan mode and obtain a chosen design before coding.

Incorrect Answers

A:

Listing migration options and dependencies is useful preparation, but the case involves competing data-consistency tradeoffs and no design choice has been authorized. Beginning implementation of one proposal without comparing guarantees can lock in an unsuitable migration path. The plan must compare alternatives and record the chosen design before changes.

B:

A production migration decision offers three viable approaches with different data consistency risks. A planning UX is not a substitute for application-enforced authorization. Architectural alternatives require an explicit decision about correctness and reversibility. The option covers enforce non-mutating tool permissions independently of the mode label, but the actual correction requires the system to compare tradeoffs in plan mode and obtain a chosen design before coding. That difference determines why this choice does not resolve the incident.

D:

A production migration decision offers three viable approaches with different data consistency risks. Missing business constraints make direct migration an unjustified guess. The important technical distinction is that architectural alternatives require an explicit decision about correctness and reversibility. This action would identify missing invariants and plan safe transition rather than invent a schema instead of compare tradeoffs in plan mode and obtain a chosen design before coding, so the original fault would persist.

Question 284

An architect asks Claude Code for a read-only impact assessment of changing one production logging destination to a different country. The textual diff is small, but data-residency authorization is unknown. What execution mode and boundary are appropriate?

  1. Apply the one-line endpoint change immediately because a small diff never needs architectural review.
  2. Inspect dependencies and jurisdiction constraints using read-only planning tools, then request a decision before any production configuration edit.
  3. Run the deployment command to learn which services fail and present that output as the impact analysis.
  4. Disable the logging service and remove the disputed field without checking regulated data obligations.

Explanation

Correct Answer

B:

Plan-only, read-oriented exploration can map which services use the logging destination, what personal data it receives, and which residency policies apply without changing production. Once the scope and alternatives are documented, the authorized owner can select a compliant destination. Tool permissions must independently prevent writes while the request remains assessment-only.

Incorrect Answers

A:

Line count is not a measure of consequence. A one-line endpoint change can move regulated log data across a forbidden processing boundary. The user asked for analysis, not deployment, and authorization is missing. Direct editing would cross both the user-requested tool scope and the unresolved privacy decision.

C:

Running a deployment before approval turns an investigation into an unauthorized transfer experiment. If real logs begin flowing abroad, the data-handling violation may occur before the failure output can be inspected. Use configuration and policy reads to assess expected impact rather than learning by changing production state.

D:

Turning logging off may reduce exposure to one destination but creates a different audit and operational-control gap. No facts establish that removing the field is approved or that dependent services function without it. The correct immediate task is read-only impact and policy analysis followed by an authorized decision.

Question 285

A deployer must modify a service mesh but no rollback route has been established. Which response is best supported by these operational facts?

  1. Identify missing invariants and plan safe transition rather than invent a schema.
  2. Plan rollback artifacts, observability, and transition thresholds before change.
  3. Use plan-only, read-oriented exploration and return a proposed change set.
  4. Use direct execution with an exact change and targeted validation.
  5. Review impact and negative tests even if the code change is only one line.

Explanation

Correct Answer

B:

Before changing mesh routing or policy, save the previous known-good configuration, identify a tested way to restore it and define rollout telemetry and abort thresholds. Stage the change so increased error rates or failed health checks trigger a controlled stop or rollback. These concrete safeguards address the missing recovery route.

Incorrect Answers

A:

Discovering missing invariants and planning a safe transition are helpful early steps, but the stated defect is the absence of a rollback route for a service-mesh change. A broadly scoped investigation may still finish without a usable revert artifact or concrete stop criteria. Make rollback and observability explicit entry conditions.

C:

Plan mode can inspect the current topology and produce a proposed diff without changing production, but a proposal is not itself a rollback route. The team must know how to recover after applying the change and what evidence will trigger it. Include tested rollback artifacts in the deployment plan.

D:

An exact command with a targeted test can be appropriate for a small reversible edit, but service-mesh policy can affect traffic for many workloads. Without restoring the prior state, a failed change may linger after the test. Delay execution until staged rollout and rollback conditions are established.

E:

Impact review and negative tests can uncover failure modes, yet they do not guarantee an operational recovery mechanism once the mesh has been modified. The case explicitly lacks a rollback procedure. Preserve known-good manifests and verify monitoring and revert execution before the switch.

Question 286

A repository is unknown and includes hundreds of code files, but the user wants one API behavior fixed. Which design adjustment is most suitable under the stated constraints?

  1. Explore only the relevant call graph before choosing the minimal edit.
  2. Execute the scoped edit directly and verify the relevant test.
  3. Use the supplied error context first and request a minimal relevant file only if needed.
  4. Enforce non-mutating tool permissions independently of the mode label.

Explanation

Correct Answer

A:

Find the API endpoint, underlying handler, dependencies and callers first, then select the smallest compatible correction. This limits context and edit scope while avoiding guesses about hundreds of unrelated files.

Incorrect Answers

B:

Executing a guessed patch without understanding call sites may change a shared interface or bypass a dependency. The repository is unfamiliar, so the known-edit shortcut is premature.

C:

Prioritizing a supplied error message can help only when a diagnostic exists. The scenario gives a broad behavior request, not an error location; tracing the relevant call graph is the required discovery step.

D:

Read-only tool permission is an important authorization constraint, but the customer does want a code defect fixed. Permanent non-mutating access would prevent the authorized repair and does not identify affected callers.

Question 287

A custom code-review agent displays a planning-mode badge, but its shell tool still has the credentials and permissions needed to run a production deployment script. The user authorized review only. What targeted change avoids this failure?

  1. Enter plan mode to map dependencies, risks, and acceptance checks before writing.
  2. Compare tradeoffs in plan mode and obtain a chosen design before coding.
  3. Review impact and negative tests even if the code change is only one line.
  4. Enforce non-mutating tool permissions independently of the mode label.

Explanation

Correct Answer

D:

Enforce a deny rule on deployment commands and remove deploy credentials from the review runner even if its interface claims to be planning. Tool-level permission must block effects before execution.

Incorrect Answers

A:

A dependency plan can make a review thoughtful, but neither its structure nor a planning interface revokes shell credentials. A deployment command could still run if the execution host allows it.

B:

Comparing design trade-offs helps choose architecture, not the required authorization rule for a review-only job. A deployment-capable shell remains dangerous regardless of the discussion quality.

C:

Negative tests help evaluate proposed code changes but do not prevent a permitted shell from deploying while a reviewer is analyzing. The failure occurs at the tool authorization boundary.

Question 288

A team completed a plan, but the implementation phase silently changes the selected architecture. Which corrective action most directly addresses the observed failure?

  1. Review impact and negative tests even if the code change is only one line.
  2. Skip architecture planning when no structural decision or hidden dependency exists.
  3. Bind execution to the approved plan and surface material deviations for review.
  4. Identify missing invariants and plan safe transition rather than invent a schema.

Explanation

Correct Answer

C:

Record architectural invariants and compare edits to them during implementation. Raise material departures for explicit review instead of silently substituting a new design after approval.

Incorrect Answers

A:

Impact review is prudent but insufficient if an executor is free to ignore the selected architecture. The case requires a check against the approved design, not only generic negative testing.

B:

Skipping planning would discard the architecture decision already made. The failure is unapproved drift during implementation, which skipping the plan would worsen.

D:

Determining schema invariants is important for a database migration, but the case states that an architecture was already chosen. Replanning a hypothetical schema does not enforce the selected design.

Question 289

A developer asks for an explanation of a known compiler error and the agent launches multiple filesystem agents. Which implementation choice best closes the specific gap described?

  1. Use plan-only, read-oriented exploration and return a proposed change set.
  2. Explore only the relevant call graph before choosing the minimal edit.
  3. Use an Explore-style subagent to summarize modules and dependencies first.
  4. Identify missing invariants and plan safe transition rather than invent a schema.
  5. Use direct execution with an exact change and targeted validation.
  6. Use the supplied error context first and request a minimal relevant file only if needed.

Explanation

Correct Answer

F:

Analyze the supplied compiler error first: its type, location and reported mismatch usually narrow the explanation. Ask for the smallest relevant declaration or source excerpt only when essential. This reduces tool calls and avoids several agents scanning files unnecessarily for a conceptual question.

Incorrect Answers

A:

Plan-only exploration can avoid accidental edits when a user requests understanding, but launching a full agent for a known compiler diagnostic is still unnecessary. Start from the exact error message and request only the directly referenced source context if required.

B:

Call-graph analysis is helpful for defects that arise across modules, but a known compiler error often names a file, line and type mismatch. Exploring the entire graph before inspecting the reported error wastes context and delays a straightforward explanation.

C:

An Explore subagent can summarize an unfamiliar repository, but the developer supplied the error text. Starting multiple filesystem agents duplicates work and risks producing irrelevant findings. The first step is to interpret that diagnostic and ask for one necessary file excerpt only if ambiguous.

D:

Planning safe transitions is important for schema migrations, but a compiler message can often be explained directly without any migration. Do not infer a missing invariant or large architectural change before reading the exact diagnostic the user provided.

E:

Direct code execution and testing may help after the developer explicitly asks for a fix, but they asked only for an explanation. Editing or running commands before answering crosses the task boundary. Clarify the message using provided context, then request minimal supporting code if needed.

Question 290

A patch is understood but changes authorization logic, creating nontrivial risk. Which architecture decision would most directly meet the stated requirement?

  1. Bind execution to the approved plan and surface material deviations for review.
  2. Enforce non-mutating tool permissions independently of the mode label.
  3. Review impact and negative tests even if the code change is only one line.
  4. Execute the scoped edit directly and verify the relevant test.
  5. Include executable contract tests before considering the plan implemented.

Explanation

Correct Answer

C:

A single-line change to an authorization predicate can permit unintended identities or deny critical legitimate users. Review the affected roles and resources, then run positive and negative permission tests against the changed path before accepting the patch. Small diff size is not a substitute for risk evaluation.

Incorrect Answers

A:

An agreed execution plan helps avoid unauthorized deviations, but a one-line authorization change can still be materially risky even when it matches the plan. Negative tests and impact review are needed because line count does not correlate with permission consequences.

B:

Read-only permissions are useful when the user requested planning, but the issue here is authorization logic within an actual patch. Blocking mutations forever would not evaluate whether the new access policy permits or denies the right principals.

D:

Executing a scoped edit and one happy-path test may show intended users still have access, but it can miss a newly permitted attacker role. Authorization code requires denial tests as well as accepted-flow tests. Challenge the policy boundary, not just formatting or compilation.

E:

Executable contracts improve reliability when a plan changes API behavior, but the immediate requirement is security verification of an authorization change. A general contract test may not exercise prohibited principals. Add risk-focused negative cases for the exact role and resource combinations.

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

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