Anthropic CCAR-P Q&A - in .pdf

  • CCAR-P pdf
  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
  • Updated: Aug 21, 2026
  • Q & A: 116 Questions and Answers
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  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
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  • Updated: Aug 21, 2026
  • Q & A: 116 Questions and Answers
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  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
  • Updated: Aug 21, 2026
  • Q & A: 116 Questions and Answers
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Anthropic CCAR-P Exam Syllabus Topics:

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

                    Anthropic Claude Certified Architect - Professional Sample Questions:

                    1. You are integrating Claude Code into the team's pull-request workflow. The team wants AI-assisted review without removing human approval.
                    Which integration design best fits this requirement?

                    A) Claude Code silently deletes pull requests it assesses as low quality without posting a comment or notifying the author.
                    B) Claude Code disables all existing branch-protection rules to streamline the merge process, removing human approval as a required gate.
                    C) Claude Code merges every pull request automatically after completing its analysis, bypassing human approval and the existing branch-protection rules.
                    D) Claude Code reviews the pull request and posts a structured analysis as a comment, while a human reviewer retains the approval decision under the existing branch-protection rules.


                    2. You are running a risk assessment on a planned Claude-based deployment and must complete the inventory steps before assessing threats against assets.
                    Which two steps must be completed BEFORE assessing threats against assets to estimate likelihood and impact? (Select two.) Each correct answer presents part of the solution.

                    A) Recommend mitigations and residual-risk acceptance for risks that remain.
                    B) Identify the assets that the deployment touches, along with the sensitivity of each asset.
                    C) Recommend mitigations and residual-risk acceptance for the risks that remain after analysis.
                    D) Enumerate the threat actors and attack vectors relevant to the deployment.
                    E) Document the assessment outcome with risks, mitigations, residual risk, and acceptance owners.


                    3. You must present an architectural recommendation to deploy a Claude-based contract review assistant to a steering committee that includes the CFO, the general counsel, and the CIO. Each stakeholder cares about different aspects of the decision.
                    How should you structure the recommendation document?

                    A) Lead with detailed cost projections across the full multi-year horizon before the rationale section.
                    B) Lead with the technical architecture diagram and the full component list before any other section.
                    C) Lead with the architectural decision, then address each stakeholder's primary concerns directly.
                    D) Present the same dense narrative throughout with no stakeholder differentiation in any section.


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


                    5. A managed agent deployment for claims triage has grown from 6 tools to 34 tools over 18 months as product teams added capabilities. Triage accuracy has declined from 91 percent to 78 percent, and average tool- selection latency has increased by 2.3 seconds. A junior engineer has proposed adding a tool-router agent in front of the current agent to filter the tool list per request.
                    Which two findings should you present to justify capability decomposition before adding the router? (Select two.) Each correct answer presents part of the solution.

                    A) The 34 tools serve four distinct claim-workflow domains within the triage scope.
                    B) Several tools have not been invoked across the most recent 90 days of traffic.
                    C) Tool descriptions overlap across multiple claim categories within the agent's tool set.
                    D) The router pattern is well documented across publicly available agent literature.
                    E) The proposed router introduces an additional model call on every incoming request.


                    Solutions:

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

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