Anthropic : CCAR-P Questions & Answers

Updated: Oct 08, 2026

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Anthropic CCAR-P Exam Syllabus Topics:

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

                    Anthropic Claude Certified Architect - Professional Sample Questions:

                    Question #1

                    You are rolling out a standardized Claude Code configuration to an engineering team and must complete the planning steps before piloting the configuration.
                    Which two steps must be completed BEFORE piloting the configuration with a small group of engineers?
                    (Select two.)
                    Each correct answer presents part of the solution.

                    • A. Onboard every engineer in the organization to the new configuration through mandatory training sessions.
                    • B. Iterate the configuration based on the pilot findings and stabilize the baseline before broader rollout.
                    • C. Identify the team workflows, security boundaries, and which decisions belong to managed configuration versus project scope.
                    • D. Define the project-scope baseline covering Model Context Protocol (MCP) servers, permission rules, and subagents.
                    • E. Roll out the stabilized configuration to additional teams with documentation and a defined support channel.
                    Reveal Solution  Discussion  0

                    Correct Answer: C,D  🗳️

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                    Question #2

                    You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
                    Which pattern is the best fit?

                    • A. Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
                    • B. Multi-agent orchestration with a planner, researcher, and writer agent for every query.
                    • C. A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
                    • D. A static prompt with the entire policy corpus concatenated into every request.
                    Reveal Solution  Discussion  0

                    Correct Answer: A  🗳️

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                    Question #3

                    The engineering lead at Trenova Systems, Inc. is evaluating two proposals for improving developer workflows using Claude-assisted tooling. Proposal A adds Claude Code to the IDE for inline code generation and review. Proposal B routes all code-generation requests through a shared Slack bot without IDE integration.
                    Which two observations most accurately evaluate these proposals against workflow-improvement objectives?
                    (Select two.)

                    • A. Both proposals are equivalent because the model capabilities are identical regardless of the integration point.
                    • B. Proposal B improves workflow velocity because Slack notifications create an asynchronous review queue.
                    • C. Proposal A reduces context switching by providing AI assistance at the point of development without requiring a separate tool.
                    • D. Proposal B introduces workflow friction by requiring developers to leave the IDE, undermining the productivity objective.
                    • E. Proposal B is superior because centralizing requests in Slack creates an auditable log of all code- generation activity.
                    Reveal Solution  Discussion  0

                    Correct Answer: C,D  🗳️

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                    Question #4

                    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. Replace the ADR with a different decision unrelated to the one drafted.
                    • B. Ask the author to add the alternatives considered and the trade-offs accepted before publishing the ADR.
                    • C. 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.
                    • D. 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.
                    Reveal Solution  Discussion  0

                    Correct Answer: B  🗳️

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                    Question #5

                    You are auditing a procurement-assistant agent whose defined responsibility is to draft purchase requests for review.
                    For each tool currently configured on the agent, select yes if the tool should remain after a least-privilege audit. Otherwise, select no if it should be removed.

                    Reveal Solution  Discussion  0

                    Correct Answer:


                    Explanation:
                    Yes, No, Yes, No, Yes
                    Least privilege requires each retained tool to be necessary for the agent's assigned responsibility and restricted to the minimum action level needed. Catalog lookup is appropriate because vendor and SKU information is needed to prepare an accurate request. The policy-document tool is similarly justified because the agent must ground the draft in applicable procurement rules. The draft-write tool is also aligned because it writes only to a review queue, preserving the required human approval boundary.
                    The inbox-send tool exceeds the stated responsibility. Sending a request directly to a vendor converts a drafting assistant into an externally acting purchasing agent and bypasses the review stage. The production- database administrator tool is unrelated to procurement and introduces unnecessary destructive capability, privilege-escalation exposure, and potential data-access risk.
                    Anthropic's prompt-injection guidance recommends limiting access to sensitive data and actions and applying least privilege so that a compromised agent can cause minimal damage. Claude Code also supports tool- specific allow, ask, and deny rules that are enforced outside the model. Prompt-Injection Mitigation, Claude Code Permissions Study Guide references/topics: Capability-bloat auditing; least privilege; tool scoping; human review gates; separation of drafting and execution authority.

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