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Anthropic CCAR-P

CCAR-P

Exam Code: CCAR-P

Exam Name: Claude Certified Architect - Professional

Updated: Oct 03, 2026

Q & A: 130 Questions and Answers

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Anthropic CCAR-P Exam Syllabus Topics:

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

                    Anthropic Claude Certified Architect - Professional Sample Questions:

                    Question #1
                    You are evaluating retrieval-strategy claims used by a peer team.
                    For each claim, select yes if the statement is generally accurate. Otherwise, select no.


                    Question #2
                    You are designing the prompt for a ticket-triage classifier with thirty well-defined categories and clear category descriptions in the prompt.
                    Which technique is most appropriate as the starting point?

                    A. A chain-of-thought prompt for a routing decision that does not require multi-step reasoning.
                    B. A prompt with no category descriptions, expecting the model to infer the category set.
                    C. A zero-shot prompt that specifies the categories with their descriptions and the required output format.
                    D. A prompt that demands the model invent new categories when the supplied ones do not fit.


                    Question #3
                    You are supporting an engineer whose newly added MCP server does not appear in their Claude Code session.
                    Which diagnostic step should be tried first?

                    A. Reinstall the developer's operating system from scratch, discarding all local configuration and tool state before attempting any targeted diagnostic steps.
                    B. Verify the MCP server is registered using the listing command, then reconnect the session if needed, since configuration changes typically require a restart to take effect.
                    C. Switch the team to a different Claude product family unrelated to the existing workflow, abandoning the current configuration rather than diagnosing the registration issue.
                    D. Disable every MCP server in the configuration to isolate the issue, removing all tool access rather than confirming whether the new server is registered.


                    Question #4
                    An engineering organization is adopting Claude Code across 200 developers. A team lead proposes that AI- generated pull requests bypass standard code review for changes under 50 lines because small changes are considered low risk and review capacity is constrained.
                    Which two Diligence-competency objections should you raise? (Select two.) Each correct answer presents part of the solution.

                    A. Removing review eliminates the verification mechanism required for AI-generated output across the workflow.
                    B. Code-review capacity should be expanded to handle every code change submitted across the team.
                    C. The threshold should be increased to 200 lines to capture more changes.
                    D. Line count is a poor proxy for the actual risk introduced by a code change.
                    E. AI-generated pull requests should be rejected by default across the organization.


                    Question #5
                    You are defining when to introduce a project subagent versus relying on Claude Code ' s general capabilities.
                    Which scenario most directly justifies a dedicated subagent?

                    A. The team has a recurring specialized task, such as database schema review, that requires a focused system prompt, narrow tool permissions, and a specific model selection across many sessions.
                    B. The team has no recurring specialized tasks and uses Claude Code only for isolated general-purpose work that does not justify a dedicated system prompt or tool scope.
                    C. The team has a one-time ad hoc question that will not recur and does not require a focused system prompt, narrow tool permissions, or dedicated model selection.
                    D. The team wants every Claude Code interaction to use the same generic system prompt with no task- specific specialization, narrow tool permissions, or dedicated model selection.


                    Solutions:

                    Question #1
                    Correct Answer: Only visible for members
                    Question #2
                    Correct Answer: C
                    Question #3
                    Correct Answer: B
                    Question #4
                    Correct Answer: A,D
                    Question #5
                    Correct Answer: A

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