Anthropic Claude Certified Architect - Professional : CCAR-P Exam Questions

  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
  • Updated: Aug 21, 2026
  • Q&As: 116 Questions and Answers

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Anthropic CCAR-P Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Integration19%- Design authentication, authorization, and observability
- Integrate Claude with enterprise systems, APIs, and tools
- Integrate with data pipelines and RAG systems
- Implement Model Context Protocol (MCP) integrations
Topic 2: Stakeholder Communication & Lifecycle Management14%- Manage stakeholder feedback and expectation alignment
- Document architectures and support full lifecycle phases
- Communicate architectural decisions and trade-offs
- Conduct structured discovery and requirement gathering
Topic 3: Governance, Safety & Risk Management14%- Implement guardrails and safety controls
- Address ethical AI considerations and bias mitigation
- Manage data privacy and security compliance
- Ensure regulatory compliance (GDPR, HIPAA, etc.)
Topic 4: Solution Design & Architecture17%- Translate business problems into Claude-based AI solutions
- Design multi-agent systems and orchestration strategies
- Design end-to-end architectures and feedback loops
- Select architectural patterns: workflow, agentic, augmented LLM
- Align solutions to business value pillars
Topic 5: Developer Productivity & Operational Enablement7%- Support debugging, monitoring, and operational resolution
- Improve developer workflows with AI-assisted tooling
- Configure Claude tools and environments for teams
Topic 6: Evaluation, Testing & Optimization16%- Test accuracy, reliability, latency, and cost
- Optimize performance, prompting, and model selection
- Implement iterative improvement pipelines
- Define evaluation metrics and success criteria
Topic 7: Claude Models, Prompting & Context Engineering13%- Apply context engineering and context management techniques
- Select appropriate Claude models based on trade-offs
- Mitigate prompt injection, leaks, and jailbreak risks
- Design system prompts, templates, and guardrails

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are building an ethics-review checklist for deployments supported by artificial intelligence.
Which two checks belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Confirm that high-impact decisions retain human accountability rather than being attributed to the model.
B) Confirm that latency and throughput targets are met across supported user populations.
C) Verify that outputs do not rely on generalizations about people that the underlying data does not support.
D) Confirm that vendor licensing terms permit the planned production use of the model.
E) Restrict ethics review to outputs that exceed a defined model-confidence threshold.


2. A research summarization assistant has been deployed for six months. A user has flagged that a generated summary contained a fabricated citation. The product team has asked whether the incident requires architectural action or whether it is an isolated case.
Which two Diligence-competency actions should you take? (Select two.)
Each correct answer presents part of the solution.

A) Review whether citation-grounding controls exist anywhere in the current generation pipeline.
B) Disable the assistant immediately for all current users without any prior diagnostic analysis.
C) Sample recent summaries to estimate the fabrication frequency across the population.
D) Communicate to users that the assistant does not fabricate output as a matter of design.
E) Treat the incident as an anecdotal isolated case and take no further investigative action.


3. You are documenting an architectural decision to support future audit and onboarding.
Which artifact is the strongest fit?

A) A short verbal note shared during a hallway conversation with no written record.
B) A code comment in a single file that contains an opinion of one engineer.
C) A slide deck in a presentation folder with no accompanying written rationale.
D) An Architecture Decision Record that states the context, the decision, the alternatives considered, the consequences, and the date and authors.


4. You are operating an interactive assistant whose dominant performance constraint is per-turn latency. Quality on routine turns is already acceptable.
Which configuration adjustment most directly improves latency without disproportionately damaging quality?

A) Disable prompt caching entirely to ensure fresh context processing on every request, preventing stale prefix content from affecting latency-sensitive interactions.
B) Increase retrieval depth to the corpus maximum to improve recall regardless of latency.
C) Reduce retrieval depth to the top-k passages that historically cover the answer, and cache stable system- prompt content.
D) Switch every turn to the heaviest available model to maximize output quality, accepting that the increased model latency will worsen the per-turn SLO rather than improve it.


5. You are supporting an engineer whose Claude Code session reports a permission denial when the engineer expected the action to be allowed.
Which resolution step is most appropriate?

A) Grant the engineer unrestricted Bash access to bypass the specific rule causing the denial, removing all tool-pattern constraints rather than amending only the rule in question.
B) Tell the engineer to retry the denied action verbatim repeatedly until the denial stops appearing, without inspecting the active permission rules to determine whether the denial is intentional.
C) Inspect the active permission rules across all scopes-managed, command-line, local, project, and user-to identify which rule is denying the action and confirm whether it should be amended or remain denied.
D) Disable the permission system entirely across all scopes to remove the denial, eliminating all tool- pattern and deny-rule controls rather than identifying and amending the specific rule.


Solutions:

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

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