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 #1

You are designing a content moderation classifier that processes high volumes of user-generated comments under a tight per-message latency budget using well-defined classification labels.
Which model selection best aligns with the workload?

A. Sonnet, because larger general-purpose models are preferred even when workload latency requirements are strict.

B. Haiku, because its latency and cost profile align with high-volume classification workloads that require limited reasoning depth.

C. Opus, because every moderation decision requires maximum reasoning depth regardless of classification complexity.

D. Sonnet with extended thinking enabled, because deeper reasoning should be applied to every moderation request to improve edge-case handling.

Discussion 0

Correct Answer: B Vote an answer

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

Question #2

You are supporting a team whose Claude Code sessions consistently load 60 or more MCP tools from many servers, exhausting context budget before the session begins.
Which adjustment most directly addresses this issue without removing capability?

A. Disable every MCP server in the configuration to free up context budget, accepting that the team loses all tool access and cannot perform any MCP-dependent task in the session.

B. Increase the prompt's verbosity with additional instructions and context, which consumes more of the context budget rather than reducing the tool-definition overhead causing the issue.

C. Enable Tool Search so tool definitions are deferred and discovered on demand rather than loaded into context upfront.

D. Add additional MCP servers to give the team more capability, which increases rather than reduces the number of tool definitions loaded into the session's context budget.

Discussion 0

Correct Answer: C Vote an answer

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

Question #3

A technical team is cataloguing risks specific to Claude's use in a document-grounded Q & A system.
Which two items represent failure modes intrinsic to LLM-based systems rather than generic software defects? (Select two.)

A. An expired TLS certificate blocks outbound API calls to Claude.

B. The model refuses a legitimate query because surface features trigger an overly broad safety pattern.

C. The model generates a plausible-sounding answer unsupported by any retrieved document.

D. A misconfigured load balancer routes requests to a deprecated API version.

E. A database connection timeout causes retrieval to return an empty result set.

Discussion 0

Correct Answer: B,C Vote an answer

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

Question #4

You are investigating an MCP server that fails on first launch but succeeds on subsequent runs. System permission dialogs appeared during the first launch.
Which response is most appropriate?

A. Recognize the first-run permission grant as the cause, document the expected behavior in onboarding guidance, and confirm that subsequent runs succeed.

B. Reinstall the operating system to clear all permission state without first confirming whether the one- time permission grant caused the failure.

C. Treat the first-run failure as a permanent fault, replace the MCP server, and do not verify whether subsequent runs succeed.

D. Disable operating-system permission dialogs entirely, accept the resulting security implications, and proceed without confirming whether the failure recurs.

Discussion 0

Correct Answer: A Vote an answer

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

Question #5

A document analysis service processes legal filings averaging 80,000 tokens each. Each filing is queried by attorneys an average of 14 times during a case. The current architecture sends the full filing on every query.
The CFO has asked you to reduce per-query costs while preserving response quality. The security officer requires that filing contents not be stored outside Fabrikam's tenancy.
Which optimization approach should you recommend?

A. Summarize each filing once at intake and run all subsequent queries against the summary.

B. Move the workload to a smaller Claude model to reduce the per-token cost paid.

C. Cache the filing as the prompt prefix for reuse across the 14 queries per case.

D. Index filings in a vector store and retrieve only the relevant passages per query.

Discussion 0

Correct Answer: C Vote an answer

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

Question #6

You are identifying signals that a deployment should re-enter design rather than continue iterating in place.
Which signal most directly indicates the need for a new design cycle?

A. A runbook step requires a clarification edit to improve on-call guidance accuracy, which can be handled as a documentation update without changes to component responsibilities or core contracts.

B. A dashboard alert threshold needs a small numerical adjustment to reduce false-positive noise, which can be handled as an operational configuration change without a new design cycle.

C. A minor copy edit is requested in a customer-facing string within the existing UI, which can be handled as a localized content change without altering component responsibilities or contracts.

D. The system's current architecture cannot meet the new requirements without changes to component responsibilities or core contracts.

Discussion 0

Correct Answer: D Vote an answer

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.