Anthropic CCAR-P : Claude Certified Architect - Professional

  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
  • Updated: Oct 08, 2026
  • Q & A: 130 Questions and Answers

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Anthropic CCAR-P Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Solution Design & Architecture17%- Architectural patterns
  • 1. Workflow architectures
    • 2. Agentic architectures
      • 3. Augmented LLM architectures
        - Alignment with business value, cost, performance, and SLAs
        - End-to-end architecture design
        - Decomposition techniques for complex problem solving
        - Translating business problems into Claude-based AI solutions
        - Multi-agent systems and orchestration
        Topic 2: Stakeholder Communication & Lifecycle Management14%- Discovery and requirements gathering
        - Service-level agreements
        - Stakeholder management
        - Architecture documentation
        - Communicating architectural decisions
        - Solution lifecycle management
        Topic 3: Developer Productivity & Operational Enablement7%- Claude tooling configuration for teams
        - AI-assisted developer workflows
        - Debugging and operational issue resolution
        - Developer enablement
        Topic 4: Evaluation, Testing & Optimization16%- A/B testing
        - Evaluation framework design
        - Evaluation metrics and datasets
        - Production monitoring and optimization
        - Cost and performance optimization
        - System issue diagnosis
        Topic 5: Governance, Safety & Risk Management14%- Security and risk management
        - Regulatory and compliance requirements
        - Human-in-the-loop validation
        - Ethical AI considerations
        - AI safety and guardrails
        Topic 6: Claude Models, Prompting & Context Engineering13%- Guardrails
        - Claude model selection and trade-offs
        - Context window optimization
        - System prompts and prompt templates
        - Prompt reuse and context engineering strategies
        Topic 7: Integration19%- Claude integration mechanisms
        • 1. Agent-to-agent integration
          • 2. MCP
            • 3. API and CLI
              - Enterprise system integration
              - RAG pipeline design
              • 1. Indexing
                • 2. Retrieval
                  • 3. Chunking
                    - Authentication and authorization analysis

                    Anthropic Claude Certified Architect - Professional Sample Questions:

                    Question #1

                    A senior architect is preparing briefing materials on a new retrieval architecture. The executive sponsor has requested a summary of the architectural decision. Which framing is most appropriate for that audience?

                    • A. Technical alternatives evaluated, implementation implications, and component-level consequences.
                    • B. Business outcomes achieved, trade-offs accepted, and high-level risks acknowledged.
                    • C. Capabilities delivered, scope implications, and feature-level dependencies on the roadmap.
                    • D. Threat model, control mappings, residual-risk acceptance, and audit traceability.
                    Reveal Solution  Discussion  0

                    Correct Answer: B  🗳️

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                    Question #2

                    You are supporting an engineer whose Claude Code session reports a permission denial when the engineer expected the action to be allowed.
                    Which resolution step is most appropriate?

                    • A. Tell the engineer to retry the denied action verbatim repeatedly until the denial stops appearing, without inspecting the active permission rules to determine whether the denial is intentional.
                    • B. Inspect the active permission rules across all scopes-managed, command-line, local, project, and user-to identify which rule is denying the action and confirm whether it should be amended or remain denied.
                    • C. Disable the permission system entirely across all scopes to remove the denial, eliminating all tool- pattern and deny-rule controls rather than identifying and amending the specific rule.
                    • D. Grant the engineer unrestricted Bash access to bypass the specific rule causing the denial, removing all tool-pattern constraints rather than amending only the rule in question.
                    Reveal Solution  Discussion  0

                    Correct Answer: B  🗳️

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                    Question #3

                    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. Cache the filing as the prompt prefix for reuse across the 14 queries per case.
                    • C. Move the workload to a smaller Claude model to reduce the per-token cost paid.
                    • D. Index filings in a vector store and retrieve only the relevant passages per query.
                    Reveal Solution  Discussion  0

                    Correct Answer: B  🗳️

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                    Question #4

                    An architect is reviewing a Claude-based candidate-screening tool prior to deployment. A stakeholder asserts that because the model was not trained on company data, no bias evaluation is necessary.
                    Which two responses most accurately challenge this assertion? (Select two.)

                    • A. Bias evaluation is unnecessary when the model provider has published a responsible-use policy.
                    • B. Transparency obligations are satisfied by disclosing that an AI system is in use, without further evaluation.
                    • C. Fairness testing is required only when the training dataset is known to contain protected-class labels.
                    • D. The model may carry demographic biases from pretraining that manifest in screening outcomes regardless of fine-tuning.
                    • E. The system should be evaluated on outcome-disparity metrics across protected groups before deployment.
                    Reveal Solution  Discussion  0

                    Correct Answer: D,E  🗳️

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                    Question #5

                    You are reviewing a peer's draft architecture decision record (ADR). The ADR states the decision and the technical detail but does not state the alternatives considered or the trade-offs accepted.
                    Which response is most appropriate?

                    • A. Ask the author to add the alternatives considered and the trade-offs accepted before publishing the ADR.
                    • B. Approve the ADR as written on the grounds that the decision itself is documented, accepting that reviewers and future maintainers will lack the context to evaluate or revisit it.
                    • C. Replace the ADR with a different decision unrelated to the one drafted.
                    • D. Delete the ADR entirely and rely on the engineering team's collective memory to reconstruct the decision context, alternatives, and trade-offs during future audits or onboarding.
                    Reveal Solution  Discussion  0

                    Correct Answer: A  🗳️

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