[2026] Anthropic Claude Certified Architect - Professional

문제1

You must present an architectural recommendation to deploy a Claude-based contract review assistant to a steering committee that includes the CFO, the general counsel, and the CIO. Each stakeholder cares about different aspects of the decision.
How should you structure the recommendation document?

A. Present the same dense narrative throughout with no stakeholder differentiation in any section.

B. Lead with detailed cost projections across the full multi-year horizon before the rationale section.

C. Lead with the technical architecture diagram and the full component list before any other section.

D. Lead with the architectural decision, then address each stakeholder's primary concerns directly.

정답: D

설명: (Fast2test 회원만 볼 수 있음)

문제2

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 configured individually on each engineer's machine, with no shared configuration committed to the repository and no guarantee of consistency across the team.

B. Project scope, with the configuration committed to the repository so every engineer working in the project receives the same MCP servers, permissions, and context.

C. 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.

D. 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.

정답: B

설명: (Fast2test 회원만 볼 수 있음)

문제3

You are reviewing a peer's end-to-end design for a Claude-based platform expected to scale to thousands of concurrent users.
For each statement, indicate Yes if it reflects sound architectural practice. Otherwise, select No.

정답:

Explanation:
Authentication and authorization run before retrieval so retrieval can filter by identity - Yes An asynchronous queue absorbs bursty traffic between intake and the model-invocation layer - Yes Tax computation is encoded directly in the system prompt rather than in code - No Conversation logs include unredacted government identifiers to maximize tuning signal - No Authentication and authorization must precede retrieval so unauthorized information never enters model context. An asynchronous queue is appropriate for burst absorption, backpressure, controlled concurrency, and retry management at scale. Deterministic tax computation should be implemented in validated code or a controlled calculation tool, not delegated to probabilistic prompt interpretation. Including unredacted government identifiers in conversation logs violates data-minimization principles and creates unnecessary privacy, security, and regulatory exposure. Sensitive fields should be removed, tokenized, or redacted before logging or model use unless specifically required and authorized. The resulting design separates deterministic computation, access control, scalable orchestration, and language reasoning into appropriate architectural layers.

문제4

You are responding to a stakeholder request that adds significant scope to a deployment already in flight.
Which response best aligns expectations while respecting the stakeholder's underlying need?

A. Acknowledge the request, describe the scope and timeline implications transparently, and propose options-defer it, descope something else, or extend the timeline-for the stakeholder to choose.

B. Accept the additional scope into the current release without describing the timeline or descoping implications, allowing the delivery plan to absorb unacknowledged changes until they surface as delays.

C. Hide the scope-addition request from the broader delivery team to avoid a difficult conversation, allowing the change to proceed without team awareness of its timeline implications.

D. Decline the request outright without acknowledging the stakeholder's underlying need or offering alternatives such as deferral, descoping, or timeline extension.

정답: A

설명: (Fast2test 회원만 볼 수 있음)

문제5

A customer support team has proposed delegating customer refund decisions to a Claude-driven workflow with no human review for refunds under 50 USD. The team ' s reasoning is that small refunds are low-risk and human review would erase the efficiency gain.
Which Delegation-competency principle should guide your response?

A. Delegation scope should reflect the type of risk involved, not the transaction size alone.

B. Delegation scope should be set primarily by maximizing efficiency gains across the workflow.

C. Delegation should always include human review on every decision the workflow produces.

D. Delegation should be avoided entirely wherever financial transactions occur in the workflow.

정답: A

설명: (Fast2test 회원만 볼 수 있음)

문제6

You are evaluating retrieval-strategy claims used by a peer team.
For each claim, select yes if the statement is generally accurate. Otherwise, select no.

정답:

Explanation:
Yes, Yes, Yes, No, No
Dense vector retrieval represents semantic similarity, making it suitable for matching paraphrases and conceptually related language even when the query and source do not share identical words. Sparse lexical retrieval, including BM25-style matching, retains strong sensitivity to exact tokens and is therefore valuable for identifiers, product codes, technical names, and uncommon terminology.
Structured query retrieval is appropriate when the required operation depends on explicit fields, predicates, joins, counts, grouping, or aggregation over a relational schema. In that situation, generating or invoking a constrained database query is more precise than approximating the operation through semantic similarity.
Hybrid retrieval is not identical to dense retrieval. It combines semantic and lexical candidate sets, typically followed by rank fusion or reranking. Anthropic's contextual-retrieval guidance explains that semantic search captures meaning and paraphrases, while BM25 captures exact terminology; combining them improves coverage. Contextual Retrieval, Contextual Retrieval Cookbook Random sampling is not a relevance strategy. It provides no systematic relationship between the query and selected evidence, producing unstable coverage and preventable hallucination risk. Production Q & A requires deterministic or evaluated relevance mechanisms, access filters, suitable indexes, and measurable retrieval metrics such as recall at k.
Study Guide references/topics: Dense retrieval; sparse retrieval; structured queries; hybrid search; rank fusion; retrieval evaluation; production RAG design.

문제7

You are preparing an operational runbook for a Claude-based service.
Which content is essential to include in the runbook?

A. Escalation paths and rollback procedures only, without alert definitions, triage steps, or dashboard references to guide initial incident response.

B. Alert definitions and triage steps only, without escalation paths, rollback procedures, or references to dashboards and logs for on-call use.

C. Dashboard and log references only, without alert definitions, triage steps, escalation paths, or rollback procedures for the on-call engineer to act on.

D. Common alerts and their triage steps, escalation paths, rollback procedures, and references to the relevant dashboards and logs.

정답: D

설명: (Fast2test 회원만 볼 수 있음)

문제8

You are reviewing a customer-support agent's configuration. Each candidate tool falls into one of four categories: (1) required to complete defined tasks, (2) frequently used and reduces hand-offs, (3) occasionally useful for unrelated work, (4) speculative future utility.
Which categories should typically remain in the agent configuration?

A. Categories 1 and 2 only, because they map to defined tasks and the agent's regular hand-offs.

B. Only category 3, because occasionally useful tools for unrelated work provide broader coverage and should take priority over tools required for the agent's defined tasks.

C. All four categories, because broader tool access is categorically better for agent performance regardless of whether the tools map to defined tasks or regular hand-offs.

D. Only category 4, because speculative future-utility tools provide the most flexibility and should be configured even when no defined task currently requires them.

정답: A

설명: (Fast2test 회원만 볼 수 있음)

문제9

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. 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.

B. 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.

C. 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.

D. Disable the permission system entirely across all scopes to remove the denial, eliminating all tool- pattern and deny-rule controls rather than identifying and amending the specific rule.

정답: A

설명: (Fast2test 회원만 볼 수 있음)

문제10

A Claude architect is designing a HIPAA-compliant pipeline that processes patient records.
Which two design decisions directly support HIPAA compliance requirements? (Select two.)

A. Ensuring patient data is never included in training feedback loops sent to the model provider without a BAA in place.

B. Setting max_tokens to a low value to minimize the volume of text generated per request.

C. Enforcing role-based access controls so that PHI is retrievable only by authorized personnel.

D. Selecting the highest-capability Claude model to maximize diagnostic accuracy.

E. Using streaming responses to reduce perceived latency for clinical users.

정답: A,C

설명: (Fast2test 회원만 볼 수 있음)

Anthropic Claude Certified Architect - Professional - CCAR-P무료 덤프문제 풀어보기

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