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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

Question 1

A managed agent deployment for claims triage has grown from 6 tools to 34 tools over 18 months as product teams added capabilities. Triage accuracy has declined from 91 percent to 78 percent, and average tool- selection latency has increased by 2.3 seconds. A junior engineer has proposed adding a tool-router agent in front of the current agent to filter the tool list per request.
Which two findings should you present to justify capability decomposition before adding the router? (Select two.) Each correct answer presents part of the solution.

A. The router pattern is well documented across publicly available agent literature.
B. Several tools have not been invoked across the most recent 90 days of traffic.
C. The 34 tools serve four distinct claim-workflow domains within the triage scope.
D. Tool descriptions overlap across multiple claim categories within the agent's tool set.
E. The proposed router introduces an additional model call on every incoming request.

Question 2

You are building an ethics-review checklist for deployments supported by artificial intelligence.
Which two checks belong on the list? (Select two.)
Each correct answer presents a complete solution.

A. Confirm that latency and throughput targets are met across supported user populations.
B. Confirm that high-impact decisions retain human accountability rather than being attributed to the model.
C. Restrict ethics review to outputs that exceed a defined model-confidence threshold.
D. Confirm that vendor licensing terms permit the planned production use of the model.
E. Verify that outputs do not rely on generalizations about people that the underlying data does not support.

Question 3

You are a platform architect designing an internal Claude-based assistant that serves both finance analysts and external auditors. Each population must access only documents permitted by its role.
Where should role-based access control be enforced in the pipeline?

A. Nowhere in the pipeline; rely on the model's general refusal behavior to reject unauthorized document access without any enforced access control.
B. At the retrieval layer, before any role-restricted content reaches the prompt-construction step or the model.
C. Inside the system prompt as a natural-language instruction for Claude to ignore unauthorized documents.
D. After the response is generated, by post-filtering content that should not have been retrieved.

Question 4

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

Question 5

Engineering leadership wants to roll out Claude Skills to 280 developers across 14 teams. Skills will encode internal coding standards, code-review checklists, and incident-postmortem templates. Leadership has asked how to govern Skill authorship so that Skills remain trustworthy without bottlenecking on a single central team.
Which governance model should you recommend?

A. Per-developer authorship across the 280 engineers with no team-level coordination required.
B. Fully decentralized authorship across the 14 teams with no review before publication.
C. Federated authorship across the 14 teams with a central review and publication gate.
D. Centralized authorship by a single platform team responsible for every Skill produced.

Solutions: