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Anthropic CCAR-P - Claude Certified Architect - Professional

Updated: Aug 21, 2026

Q & A: 116 Questions and Answers

CCAR-P Braindumps VCE
  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional

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Anthropic Claude Certified Architect - Professional Sample Questions:

1. A Claude-based research assistant begins producing responses that confidently contradict its retrieved source documents despite no change to the retrieval pipeline.
Which two diagnostic actions most directly identify the root cause of this behavior? (Select two.)

A) Determine whether the failure reproduces on the previous model version to test for a model mismatch.
B) Inspect the system-prompt grounding instructions to determine whether citation constraints remain intact.
C) Increase the context-window size to allow more retrieved chunks per query.
D) Switch the retrieval index to a denser embedding model to improve chunk-relevance scores.
E) Reduce the temperature setting to lower response variance across all query types.


2. You are evaluating an evaluation set used to score a Claude-based hiring-support tool. The set is drawn from one geographic region and one tenure band.
Which response is most appropriate?

A) Continue using the narrow evaluation set drawn from one region and one tenure band because the existing benchmark scores are already high on that subset.
B) Reduce the evaluation set further to a single demographic subgroup to simplify score interpretation, narrowing coverage rather than expanding it to match the intended user population.
C) Expand the evaluation set to cover the geographic regions and tenure bands the tool will serve, and rescore the system on the expanded set before broader release.
D) Discard all quantitative evaluation and replace it with qualitative impressions collected from a small, convenience-selected group that may not represent the tool's full user population.


3. You are identifying the highest-impact optimization for a deployment whose token cost is dominated by a long, repeated system prompt and a large retrieved context per request.
Which optimization most directly targets the dominant cost driver?

A) Increase retrieval depth on every request to maximize recall, worsening the dominant cost driver by adding more retrieved tokens per request rather than reducing them.
B) Switch every request to the heaviest available model to maximize output quality, accepting that higher per-request inference cost compounds rather than addresses the dominant cost driver.
C) Move the long, repeated system prompt into a cacheable prefix and trim retrieved context to the spans relevant to each query.
D) Add additional repeated content to the system prompt to give the model more guidance.


4. A Claude architect needs to ensure that a security-hardening flag cannot be disabled by any individual engineer after it is set.
Which configuration scope correctly enforces this requirement?

A) Managed configuration applied centrally and marked as non-overridable
B) User scope (~/.claude/settings.json) on each engineer's machine
C) Project scope (.claude/settings.json) committed to the repository
D) Environment variable defined in the CI/CD pipeline only


5. When communicating an architectural decision to a security and compliance reviewer, which content set is most aligned with that audience's primary concerns?

A) Decision rationale, business outcomes, and high-level risk summary for executive review.
B) Feature delivery schedule, roadmap dependencies, and scope boundaries for the product manager.
C) Implementation timeline, component interfaces, and deployment sequence for the engineering team.
D) Threat model, control mappings, residual-risk acceptance criteria, and audit traceability.


Solutions:

Question # 1
Answer: A,B
Question # 2
Answer: C
Question # 3
Answer: C
Question # 4
Answer: A
Question # 5
Answer: D

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