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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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) Disable operating-system permission dialogs entirely, accept the resulting security implications, and proceed without confirming whether the failure recurs.
B) Treat the first-run failure as a permanent fault, replace the MCP server, and do not verify whether subsequent runs succeed.
C) Reinstall the operating system to clear all permission state without first confirming whether the one- time permission grant caused the failure.
D) Recognize the first-run permission grant as the cause, document the expected behavior in onboarding guidance, and confirm that subsequent runs succeed.

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

3. You are listing characteristics of strong architectural-decision communication.
Which two characteristics belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Alternatives considered along with the criteria that were used to evaluate each alternative.
B) Omission of rejected alternatives to keep the decision document focused and concise for readers.
C) Distribution to a standing review forum with mandatory attendance from senior engineering leaders.
D) Ownership and review cadence for revisiting the decision when conditions or assumptions change.
E) Use of a consistent template across the team to standardize the visual presentation of decisions.

4. You are integrating AI-assisted tooling into the team's documentation workflow. The team wants generated documentation that stays grounded in the actual code.
Which integration approach best fits this requirement?

A) Have the subagents publish generated documentation directly to the public-facing site without passing through the team's normal review workflow or any human approval step.
B) Generate documentation from the model's training-data recall without reading any of the actual repository code, accepting that the output will not reflect the current implementation.
C) Disable all filesystem and code-search tools so the subagents cannot read any repository code, accepting that documentation generation will be entirely disconnected from the actual implementation.
D) Configure subagents that read the relevant code files via filesystem and code-search tools, generate the documentation, and emit changes through the team's normal review workflow.

5. 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) Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.
B) Iterate the workflow design based on observed pilot findings before broader rollout to production.
C) Identify the decision points in the pipeline that require human oversight by impact and reversibility.
D) Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.
E) Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.

Solutions: