Anthropic CCAR-P Actual Free Exam Questions & Community Discussion

Exam Code/Number: CCAR-P
Exam Name/Title: Claude Certified Architect - Professional
Certification Provider: Anthropic
Corresponding Certification: Claude Certified Architect

Exam Questions: 116
Updated On: Aug 22, 2026

Question #7

You are presenting an architectural decision to a mixed audience that includes an executive sponsor and the engineering leads who will implement the decision.
Which presentation strategy best serves both audiences?

A. Skip the rationale, alternatives, and trade-off discussion entirely and simply announce the chosen decision, leaving both audiences without the context needed to implement or validate it.

B. Lead with the decision, the business outcomes it serves, and the trade-offs accepted; follow with the technical rationale, alternatives, and implementation implications for the engineering audience.

C. Open with a deep dive into low-level implementation details targeted at engineering leads, and stop there without addressing the business outcomes or trade-offs the executive sponsor needs.

D. Present a single undifferentiated narrative that addresses technical and business concerns with equal weight throughout, treating both audiences as requiring the same depth on every section.

Discussion 0

Correct Answer: B Vote an answer

Explanation: Only visible for EduDump members. You can sign-up / login (it's free).

Question #8

You are designing a human-in-the-loop validation workflow for a new Claude-based deployment and must complete the design steps before piloting the workflow.
Which two steps must be completed BEFORE piloting the workflow with a representative subset of traffic?
(Select two.)
Each correct answer presents part of the solution.

A. Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.

B. Identify the decision points in the pipeline that require human oversight by impact and reversibility.

C. Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.

D. Iterate the workflow design based on observed pilot findings before broader rollout to production.

E. Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.

Discussion 0

Correct Answer: B,C Vote an answer

Explanation: Only visible for EduDump members. You can sign-up / login (it's free).

Question #9

You are compiling a diagnostic toolkit for Claude Code operational issues.
Which two diagnostic actions belong in the toolkit? (Select two.)
Each correct answer presents a complete solution.

A. Roll back to the previous Claude Code version immediately to confirm whether the issue is version specific.

B. File a support ticket with vendor support before any local reproduction or evidence collection.

C. List the configured Model Context Protocol (MCP) servers and inspect server status to identify connection failures.

D. Reproduce the issue with a minimal reproduction case that isolates one variable at a time.

E. Increase the model sampling temperature so that intermittent issues surface more frequently for analysis.

Discussion 0

Correct Answer: C,D Vote an answer

Explanation: Only visible for EduDump members. You can sign-up / login (it's free).

Question #10

A loan pre-qualification assistant shows 94 percent approval recommendations that match the human underwriter decision. The fairness team has reviewed approval rate parity across protected groups and reported no significant difference. A board member has asked whether this evidence is sufficient to declare the assistant fair.
Which two Discernment-competency findings should you report? (Select two.) Each correct answer presents part of the solution.

A. Approval rate parity does not by itself assess error rate parity across protected groups.

B. The fairness team's review process likely missed at least some of the protected groups studied.

C. Match with human underwriters does not establish freedom from underwriter-introduced bias.

D. The 94 percent match rate is sufficient evidence of fairness for the assistant's decisions.

E. A larger sample is needed before any meaningful fairness claim can be made about the model.

Discussion 0

Correct Answer: A,C Vote an answer

Explanation: Only visible for EduDump members. You can sign-up / login (it's free).

Question #11

You are choosing the level of detail for an implementation guide. The audience is a delivery team that will build the deployment.
Which guidance composition best serves them?

A. An architecture overview and a list of known limitations, without component-level diagrams, interface contracts, configuration parameters, or operational runbooks to support implementation.

B. An architecture overview and sequence diagrams for the dominant flows, without interface contracts, configuration-parameter tables, or operational runbooks for the delivery team to follow.

C. Component responsibilities, contracts between components, sequence diagrams of the dominant flows, configuration parameters with defaults, and operational runbooks.

D. Component responsibilities and interface contracts only, without sequence diagrams of the dominant flows, configuration parameters with defaults, or runbooks to guide operational tasks.

Discussion 0

Correct Answer: C Vote an answer

Explanation: Only visible for EduDump members. You can sign-up / login (it's free).

Question #12

You are a solution architect designing a Claude-based assistant with access to 60 internal tools across multiple business domains. Loading every tool definition on every request increases token usage and time to first response.
Which design pattern best addresses this issue without sacrificing capability breadth?

A. Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.

B. Hard-code a fixed set of five tools per request to reduce token usage, regardless of whether those tools are relevant to the current task.

C. Increase the maximum context length and load all 60 tool definitions on every request, accepting the higher token cost and latency as necessary for full capability.

D. Use a separate model call to summarize all 60 tool definitions before each user turn.

Discussion 0

Correct Answer: A Vote an answer

Explanation: Only visible for EduDump members. You can sign-up / login (it's free).

Download Free Anthropic CCAR-P Demo

Simply submit your e-mail address below to get started with our free demo of your Anthropic CCAR-P exam.