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Anthropic CCAR-P : Claude Certified Architect - Professional

CCAR-P real exams

Exam Code: CCAR-P

Exam Name: Claude Certified Architect - Professional

Updated: Oct 11, 2026

Q & A: 130 Questions and Answers

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Anthropic CCAR-P Exam Syllabus Topics:

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

                    Anthropic Claude Certified Architect - Professional Sample Questions:

                    Question #1
                    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. Component responsibilities, contracts between components, sequence diagrams of the dominant flows, configuration parameters with defaults, and operational runbooks.
                    B. An architecture overview and a list of known limitations, without component-level diagrams, interface contracts, configuration parameters, or operational runbooks to support implementation.
                    C. 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.
                    D. Component responsibilities and interface contracts only, without sequence diagrams of the dominant flows, configuration parameters with defaults, or runbooks to guide operational tasks.


                    Question #2
                    A Claude architect is auditing configuration scope assignments.
                    Which two statements correctly identify an appropriate use of user-scope configuration versus other scopes?
                    (Select two.)

                    A. Persisting personal editor theme preferences that follow an engineer across projects.
                    B. Defining MCP server endpoints shared by all contributors to a specific repository.
                    C. Storing API authentication keys so they are not committed to version control.
                    D. Enforcing a company-wide policy that disables a feature for all engineers.
                    E. Saving a preferred Claude response language that applies to all repositories the engineer uses.


                    Question #3
                    A Claude architect is designing a HIPAA-compliant pipeline that processes patient records.
                    Which two design decisions directly support HIPAA compliance requirements? (Select two.)

                    A. Ensuring patient data is never included in training feedback loops sent to the model provider without a BAA in place.
                    B. Setting max_tokens to a low value to minimize the volume of text generated per request.
                    C. Using streaming responses to reduce perceived latency for clinical users.
                    D. Selecting the highest-capability Claude model to maximize diagnostic accuracy.
                    E. Enforcing role-based access controls so that PHI is retrievable only by authorized personnel.


                    Question #4
                    You are diagnosing a Claude Code session whose subagent uses 50,000 tokens of context before the engineer types a single message.
                    Which root cause is most likely?

                    A. The font rendering or display-scaling settings of the IDE are converting visual output into additional context tokens, causing the high pre-session context consumption.
                    B. The developer ' s keyboard layout or input-method configuration is the cause of the elevated context consumption, introducing extra tokens before the engineer types any message.
                    C. The model has internal personal preferences or default behaviors that silently consume large portions of context budget before any user message is processed, independent of tool configuration.
                    D. Many MCP servers are configured, each contributing tool definitions to the context budget; Tool Search is not enabled, so all definitions load upfront.


                    Question #5
                    A Claude architect at a health services organization is defining evaluation metrics for a clinical-summary pipeline. The pipeline must remain within a per-query cost ceiling and must never surface patient data to unauthorized roles.
                    Which two metrics directly address these requirements? (Select two.)

                    A. Role-based access-control enforcement rate measured on a red-team dataset
                    B. Throughput measured as successful requests processed per minute
                    C. Per-query token cost measured against the defined cost ceiling
                    D. Response latency at the 95th percentile across a one-week sample window
                    E. BLEU score computed against a human-annotated reference summary set


                    Solutions:

                    Question #1
                    Correct Answer: A
                    Question #2
                    Correct Answer: A,E
                    Question #3
                    Correct Answer: A,E
                    Question #4
                    Correct Answer: D
                    Question #5
                    Correct Answer: A,C

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