- Exam Code: CCAR-P
- Exam Name: Claude Certified Architect - Professional
- Updated: Oct 19, 2026
- Q & A: 130 Questions and Answers
Anthropic Claude Certified Architect - Professional : CCAR-P exam
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Anthropic CCAR-P Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Stakeholder Communication & Lifecycle Management | 14% | - Solution lifecycle management - Stakeholder management - Discovery and requirements gathering - Architecture documentation - Service-level agreements - Communicating architectural decisions |
| Claude Models, Prompting & Context Engineering | 13% | - Guardrails - Prompt reuse and context engineering strategies - Claude model selection and trade-offs - Context window optimization - System prompts and prompt templates |
| Integration | 19% | - RAG pipeline design
- Authentication and authorization analysis - Claude integration mechanisms
|
| Governance, Safety & Risk Management | 14% | - AI safety and guardrails - Security and risk management - Human-in-the-loop validation - Regulatory and compliance requirements - Ethical AI considerations |
| Evaluation, Testing & Optimization | 16% | - Cost and performance optimization - Production monitoring and optimization - Evaluation metrics and datasets - System issue diagnosis - A/B testing - Evaluation framework design |
| Solution Design & Architecture | 17% | - Multi-agent systems and orchestration - Alignment with business value, cost, performance, and SLAs - Translating business problems into Claude-based AI solutions - Decomposition techniques for complex problem solving - Architectural patterns
|
| Developer Productivity & Operational Enablement | 7% | - Claude tooling configuration for teams - AI-assisted developer workflows - Debugging and operational issue resolution - Developer enablement |
Anthropic Claude Certified Architect - Professional Sample Questions:
Question #1
You are distinguishing functional from non-functional requirements during discovery.
Which item is a non-functional requirement?
- A. The system must respond at p95 latency under 800 milliseconds at the expected request volume.
- B. The system must extract a defined set of specific fields from invoice attachments and populate a downstream data record.
- C. The system must produce a draft response that a human reviewer can edit before sending.
- D. The system must classify inbound tickets into a defined set of categories.
Correct Answer: A 🗳️
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Question #2
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. Enforcing role-based access controls so that PHI is retrievable only by authorized personnel.
- C. Setting max_tokens to a low value to minimize the volume of text generated per request.
- D. Selecting the highest-capability Claude model to maximize diagnostic accuracy.
- E. Using streaming responses to reduce perceived latency for clinical users.
Correct Answer: A,B 🗳️
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Question #3
You are evaluating model-selection claims used by a peer team.
For each statement, select yes if the statement is generally true. Otherwise, select no.
Correct Answer:
Explanation:
Yes, Yes, No, Yes, No
More capable reasoning configurations generally require greater computation, produce higher latency, and may consume larger token or rate-limit allocations than lighter alternatives. This makes the first statement generally accurate, although actual performance must be measured under the organization's specific provider and service tier.
Representative workload testing is essential because generic benchmark rankings do not establish performance on the organization's prompts, data, edge cases, tools, or required output format. Anthropic recommends benchmark tests specific to the use case, using actual prompts and data, followed by comparison of accuracy, quality, edge-case behavior, and cost. Choosing the Right Model The strongest model is not automatically the correct production choice. Model selection must balance capability, speed, cost, throughput, and operational constraints. Tiered routing implements this principle by serving predictable requests with an efficient model and escalating difficult cases to a more capable model.
Anthropic documents multi-model strategies in which lower-cost workers handle most traffic while harder decisions are escalated.
Recency is also not a valid selection criterion. A newly announced model must pass the workload's existing evaluation, security, latency, and cost gates before replacing a validated production model.
Study Guide references/topics: Model trade-offs; representative evaluations; tiered routing; escalation architectures; cost-capability optimization; model migration validation.
Question #4
You are identifying inefficiency in a Claude Code workflow where each engineer manually re-explains the project ' s conventions and architecture in every session.
Which adjustment most directly removes this inefficiency?
- A. Forbid the use of Claude Code on the project entirely to avoid the session-initialization overhead, accepting that the team loses all AI-assisted development productivity for this codebase.
- B. Capture the project ' s conventions and architecture in a project-scoped CLAUDE.md (or equivalent persistent project-context file) committed to the repository, so each session loads it automatically.
- C. Remove all documented project conventions and architectural standards so engineers have nothing to re- explain at session start, accepting the loss of consistency and shared coding standards.
- D. Tell each engineer to retype the project conventions and architecture context more quickly at the start of each session, reducing time lost without eliminating the repeated manual effort.
Correct Answer: B 🗳️
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Question #5
You are running a controlled experiment to compare two prompts and must complete the design steps before executing the experiment.
Which two steps must be completed BEFORE running the experiment with random assignment? (Select two.) Each correct answer presents part of the solution.
- A. Determine the minimum detectable effect size and the sample size needed for power.
- B. Define the hypothesis and the primary success metric for the comparison.
- C. Analyze the results against the predefined success metric and significance threshold.
- D. Document the recommendation, the trade-offs accepted, and the alternatives considered.
- E. Decide whether to promote, reject, or iterate the candidate based on the analysis.
Correct Answer: A,B 🗳️
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