Anthropic CCAR-P real exam prep : Claude Certified Architect - Professional

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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are evaluating a Claude-based deployment for adherence to a specific regulation.
Which two steps must be completed BEFORE mapping deployment data flows to specific regulatory clauses?
(Select two.)
Each correct answer presents part of the solution.

A) Identify the applicability of the regulation based on data types, jurisdiction, and audience.
B) Schedule the remediation work with the engineering team based on the prioritized gap findings.
C) Document the identified gaps along with recommended remediations and residual risk for sign-off.
D) Compare the in-place controls against the regulatory requirements to identify any compliance gaps.
E) Inventory the vendor-provided compliance tooling and confirm which compliance affordances are in place.

2. You are integrating Claude Code into the team's pull-request workflow. The team wants AI-assisted review without removing human approval.
Which integration design best fits this requirement?

A) Claude Code reviews the pull request and posts a structured analysis as a comment, while a human reviewer retains the approval decision under the existing branch-protection rules.
B) Claude Code disables all existing branch-protection rules to streamline the merge process, removing human approval as a required gate.
C) Claude Code merges every pull request automatically after completing its analysis, bypassing human approval and the existing branch-protection rules.
D) Claude Code silently deletes pull requests it assesses as low quality without posting a comment or notifying the author.

3. You are comparing patterns for a batch document-classification job that follows fixed steps: extract metadata, classify, summarize, and persist.
Which pattern is the best fit and why?

A) An agentic pattern, because the open-ended planning capability of agents produces more consistent structured outputs than a fixed workflow graph on classification tasks.
B) An agentic pattern, because agents are categorically more accurate than workflows and therefore always preferable regardless of step predictability.
C) A workflow pattern, because the steps are well-defined and predictable per-request token cost is preferred over flexibility.
D) A workflow pattern, because agentic patterns do not support tool invocations and therefore cannot execute the persist step that writes results to the downstream store.

4. 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.

5. 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) Switch the workload to a smaller, faster Claude model tier across all queries.
B) Reduce the number of historical sales chunks retrieved across each query run.
C) Cache common retrieved sales chunks accessed across many of the daily queries.
D) Enable prompt caching on the static policy preamble across the recurring calls.
E) Truncate the policy preamble to remove non-essential clauses from the prompt.

Solutions: