Anthropic CCAR-P Practice Test Questions ( Updated) – Real Exam Questions & Dumps PDF
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Anthropic CCAR-P Sample Questions – Free Practice Test & Real Exam Prep
Question #1
You are supporting an engineer whose Claude Code session reports a permission denial when the engineer expected the action to be allowed. Which resolution step is most appropriate?
A. Tell the engineer to retry the denied action verbatim repeatedly until the denial stops appearing, without inspecting the active permission rules to determine whether the denial is intentional.
B. Inspect the active permission rules across all scopes—managed, command-line, local, project, and user—to identify which rule is denying the action and confirm whether it should be amended or remain denied.
C. Inspect the active permission rules across all scopes—managed, command-line, local, project, and user—to identify which rule is denying the action and confirm whether it should be amended or remain denied.
D. Grant the engineer unrestricted Bash access to bypass the specific rule causing the denial, removing all tool-pattern constraints rather than amending only the rule in question.
Answer: C Explanation A permission denial the engineer didn't expect needs to be traced to its actual source before it's changed. Inspecting the active permission rules across every scope — managed, command-line, local, project, and user — identifies which rule is causing the denial and lets you confirm whether it should be amended or is correctly blocking the action
Question #2
A revenue projection assistant has missed its monthly cost target by 38 percent. Profiling shows three
contributors: a 6,000-token policy preamble repeated on every call (45 percent of cost), retrieval of historical
sales chunks averaging 3,000 tokens per call (30 percent), and inference on a flagship-tier model (25 percent).
Stakeholders require that projection accuracy remain unchanged. Which two optimizations should you
sequence first to reduce cost without affecting accuracy? (Select two.) Each correct answer presents part of
the solution.
A. Reduce the number of historical sales chunks retrieved across each query run
B. Truncate the policy preamble to remove non-essential clauses from the prompt. Enable
C. prompt caching on the static policy preamble across the recurring calls. Switch the
D. workload to a smaller, faster Claude model tier across all queries.
E. Cache common retrieved sales chunks accessed across many of the daily queries.
Answer: C,E Explanation With accuracy required to stay unchanged, the right first moves are the ones that eliminate redundant
cost without touching what the model actually reasons over. Enabling prompt caching on the static policy
preamble removes its repeated cost on every call, and caching commonly retrieved sales chunks
accessed across many daily queries removes redundant retrieval cost — both reduce spend without
altering the content or accuracy of what's ultimately sent to the model.
Question #3
You are assessing data-exfiltration risk in a Claude-based assistant that has tools for both internal-document retrieval and outbound HTTP calls. Which scenario most directly indicates a data-exfiltration risk?
A. The outbound HTTP tool returns a 200 response when the assistant calls an allow-listed domain to fulfil a user-initiated data-lookup request.
B. The user submits a routine question and receives a routine answer.
C. Adversarial content in a retrieved document instructs the model to call the outbound HTTP tool and send sensitive content to an attacker-controlled URL.
D. The internal-document retrieval tool returns a document that the user is authorized to view.
Answer: C Explanation
Data exfiltration risk materializes when untrusted content can direct the model to take an action the user never intended. Adversarial content embedded in a retrieved document instructing the model to call the outbound HTTP tool and send sensitive content to an attacker-controlled URL is precisely that scenario
— a routine, authorized, or allow-listed request carries no such risk
Question #4
You are compiling factors that should drive the choice between Model Context Protocol (MCP), direct API integration, and agent-to-agent handoff. Which two factors belong on the list? (Select two.) Each correct answer presents a complete solution
A. Whether the vendor publishes detailed reference documentation for each candidate protocol
B Whether the team has prior implementation experience with any of the candidate protocols.
C. Whether the underlying transport supports encryption in transit between the integrated services.
D. Whether the integration must be portable across multiple AI clients in the ecosystem.
E. Whether the interaction is stateless and latency-sensitive or stateful and longer-running.
Answer: D,E Explanation Choosing between MCP, direct API integration, and agent-to-agent handoff should be driven by structural properties of the integration itself. Whether the integration must be portable across multiple AI clients, and whether the interaction is stateless and latency-sensitive versus stateful and longer-running, are the factors that actually differentiate which of the three patterns fits.
Question #5
A senior architect is preparing briefing materials on a new retrieval architecture. The executive sponsor has
requested a summary of the architectural decision. Which framing is most appropriate for that audience?
A. Technical alternatives evaluated, implementation implications, and component-level consequences.
B. Business outcomes achieved, trade-offs accepted, and high-level risks acknowledged.
C. Capabilities delivered, scope implications, and feature-level dependencies on the roadmap. Threat
D. model, control mappings, residual-risk acceptance, and audit traceability.
Answer: B Explanation An executive sponsor's summary needs to speak in terms of outcomes and consequences rather than
implementation detail. Business outcomes achieved, trade-offs accepted, and high-level risks
acknowledged is the framing that matches what an executive audience actually needs to evaluate the
decision.
Question #6
You are listing characteristics of strong architectural-decision communication. Which two characteristics
belong on the list? (Select two.) Each correct answer presents a complete solution.
A. Ownership and review cadence for revisiting the decision when conditions or assumptions change.
B. Distribution to a standing review forum with mandatory attendance from senior engineering leaders.
C. Omission of rejected alternatives to keep the decision document focused and concise for readers.
D. Alternatives considered along with the criteria that were used to evaluate each alternative.
E. Use of a consistent template across the team to standardize the visual presentation of decisions.
Answer: A,D Explanation Strong architectural-decision communication gives future readers both accountability for revisiting the
decision and the reasoning behind it. Defined ownership and a review cadence for revisiting the decision
as conditions change, together with the alternatives considered and the criteria used to evaluate them,
are what make a decision record genuinely useful later, not just at the moment it's written.
Question #7
You are integrating AI-assisted tooling into the team’s documentation workflow. The team wants generated documentation that stays grounded in the actual code. Which integration approach best fits this requirement?
A. Generate documentation from the model’s training-data recall without reading any of the actual repository code, accepting that the output will not reflect the current implementation.
B. Have the subagents publish generated documentation directly to the public-facing site without passing through the team’s normal review workflow or any human approval step.
C. Configure subagents that read the relevant code files via filesystem and code-search tools, generate the documentation, and emit changes through the team’s normal review workflow.
D. Disable all filesystem and code-search tools so the subagents cannot read any repository code, accepting that documentation generation will be entirely disconnected from the actual implementation.
Answer: C Explanation Documentation that stays grounded in the actual code needs to be generated from the code itself and to pass through the team's normal checks before publication. Configuring subagents that read the relevant files via filesystem and code-search tools, generate the documentation, and emit changes through the team's normal review workflow satisfies both requirements
Question #8
You are explaining the precedence of Claude Code configuration scopes to the team. Which precedence
ordering, from highest to lowest, is correct?
A. Local managed user command-line arguments project Project
B. user managed local command-line arguments Managed
C. command-line arguments local project user User project
D. local command-line arguments managed
Answer: C Explanation Claude Code's configuration scopes resolve in a fixed, deliberate order so the most centrally controlled
settings always win. From highest to lowest, that order is managed configuration, command-line
arguments, local scope, project scope, then user scope — ensuring organization-mandated settings
can't be overridden by a more local, individual configuration.
Question #9
You are preparing a HIPAA-eligible deployment for a healthcare customer. Which configuration supports
HIPAA compliance using Anthropic-offered tools?
A. Claude Free with no contractual addendum, since consumer products meet HIPAA requirements out of thebox.
B. Claude Enterprise with a signed Business Associate Agreement, Zero Data Retention enabled,and audit logging configured for compliance tracking.
C. Disabling all audit logging so that no PHI is recorded in any log store, on the assumption that the absenceof logs satisfies HIPAA requirements without a signed BAA.
D. An ad-hoc personal Claude account used by individual clinicians for PHI-related tasks, with no BusinessAssociate Agreement, no Zero Data Retention, and no audit logging configured.
Answer: B Explanation HIPAA-eligible use of Anthropic's offerings depends on the contractual and technical safeguards actually
being in place. Claude Enterprise with a signed Business Associate Agreement, Zero Data Retention
enabled, and audit logging configured together satisfy the BAA and data-handling requirements HIPAA
compliance depends on.
Question #10
You are configuring Claude Code for a team that needs every engineer to share the same MCP server set, permission rules, and project context across the engineering monorepo. Which configuration scope best supports this requirement?
A. User scope, with the MCP server definitions and permission rules placed in each engineer’s~/.claude/settings.json and synchronized manually through a shared setup script outside version control.
B. Local scope configured only on the lead architect’s machine, with no configuration present on other engineers’ machines and no mechanism to distribute MCP servers or permission rules.
C. Project scope, with the configuration committed to the repository so every engineer working in the project receives the same MCP servers, permissions, and context.
D. User scope configured individually on each engineer’s machine, with no shared configuration committed to the repository and no guarantee of consistency across the team.
Answer: C Explanation Every engineer sharing the same MCP servers, permission rules, and project context across a monorepo is what project scope is designed to deliver: committing that configuration to the repository means it's automatically applied for every engineer working in the project, with no manual synchronization required.
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