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  • Total Questions: 116
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  • Total Questions: 116
  • Updated on: Aug 21, 2026
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CCAR-P PDF Practice Q&A's

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  • Total Questions: 116
  • Updated on: Aug 21, 2026
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If you compare the test to a battle, the examinee is like a brave warrior, and the good CCAR-P learning materials are the weapon equipments, but if you want to win, then it is essential for to have the good study materials. Our study materials are of high quality which is carefully prepared by professionals based on the changes in the syllabus and the latest development in practice. Our CCAR-P preparation practice are highly targeted and have a high hit rate, there are a lot of learning skills and key points in the exam, even if your study time is very short, you can also improve your CCAR-P exam scores very quickly. Even if you have a week foundation, I believe that you will get the certification by using our study materials.

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Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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) Cache common retrieved sales chunks accessed across many of the daily queries.
C) Switch the workload to a smaller, faster Claude model tier across all 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.


2. A team manager wants all engineers working on the same repository to share identical MCP server definitions without manual synchronization.
Which configuration approach satisfies this requirement?

A) managed configuration pushed to all endpoints by the administrator
B) environment variables set at the operating-system level on each workstation
C) each engineer maintains a personal ~/.claude/settings.json with the shared definitions
D) project-scope .claude/settings.json and .mcp.json files committed to the repository


3. After a prompt-template update, several previously passing test cases now produce unexpected outputs.
Which test type is specifically designed to detect this category of failure?

A) Integration tests that validate cross-component pipeline behavior.
B) Smoke tests that confirm high-level system availability after the change.
C) Regression tests scored against a stable reference set of known-good behavior.
D) Adversarial tests that probe for prompt-injection vulnerabilities.


4. You are selecting a model for a new production workload and must complete the upstream steps before testing candidate models empirically.
Which two steps must be completed BEFORE running a representative sample on a candidate model? (Select two.) Each correct answer presents part of the solution.

A) Select the lightest model that consistently meets the quality bar across the sample.
B) Define the quality bar, latency tolerance, and expected volume for the workload.
C) Retest the model choice when a new model version becomes available.
D) Sign off the production rollout plan with the platform and security teams.
E) Choose a candidate model based on the requirements profile and known capabilities.


5. A research summarization assistant has been deployed for six months. A user has flagged that a generated summary contained a fabricated citation. The product team has asked whether the incident requires architectural action or whether it is an isolated case.
Which two Diligence-competency actions should you take? (Select two.)
Each correct answer presents part of the solution.

A) Disable the assistant immediately for all current users without any prior diagnostic analysis.
B) Communicate to users that the assistant does not fabricate output as a matter of design.
C) Review whether citation-grounding controls exist anywhere in the current generation pipeline.
D) Sample recent summaries to estimate the fabrication frequency across the population.
E) Treat the incident as an anecdotal isolated case and take no further investigative action.


Solutions:

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

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