Exam Code: CCAR-P
Exam Name: Claude Certified Architect - Professional
Updated: Aug 21, 2026
Q & A: 116 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Evaluation, Testing & Optimization | 16% | - Optimize performance, prompting, and model selection - Implement iterative improvement pipelines - Define evaluation metrics and success criteria - Test accuracy, reliability, latency, and cost |
| Solution Design & Architecture | 17% | - Design end-to-end architectures and feedback loops - Translate business problems into Claude-based AI solutions - Select architectural patterns: workflow, agentic, augmented LLM - Align solutions to business value pillars - Design multi-agent systems and orchestration strategies |
| Governance, Safety & Risk Management | 14% | - Implement guardrails and safety controls - Manage data privacy and security compliance - Address ethical AI considerations and bias mitigation - Ensure regulatory compliance (GDPR, HIPAA, etc.) |
| Stakeholder Communication & Lifecycle Management | 14% | - Document architectures and support full lifecycle phases - Conduct structured discovery and requirement gathering - Manage stakeholder feedback and expectation alignment - Communicate architectural decisions and trade-offs |
| Developer Productivity & Operational Enablement | 7% | - Improve developer workflows with AI-assisted tooling - Support debugging, monitoring, and operational resolution - Configure Claude tools and environments for teams |
| Claude Models, Prompting & Context Engineering | 13% | - 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 |
| Integration | 19% | - Implement Model Context Protocol (MCP) integrations - Integrate Claude with enterprise systems, APIs, and tools - Integrate with data pipelines and RAG systems - Design authentication, authorization, and observability |
1. 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.
2. You are defining transparency practices for a customer-facing assistant whose responses are materially shaped by AI.
Which transparency practice most directly supports responsible deployment?
A) Refuse to answer any user question about how the responses were produced or whether AI was involved, treating the AI's role as confidential operational information.
B) Disclose AI involvement only to internal staff and operators while withholding that information from the end users whose interactions are materially shaped by the AI system.
C) Misrepresent the AI's role in producing responses in order to make the assistant feel more trustworthy or more human, undermining informed user consent and organizational transparency.
D) Disclose AI involvement to end users in line with the organization's transparency policy and provide a documented path to reach a human when needed.
3. A technical team is cataloguing risks specific to Claude's use in a document-grounded Q & A system.
Which two items represent failure modes intrinsic to LLM-based systems rather than generic software defects? (Select two.)
A) An expired TLS certificate blocks outbound API calls to Claude.
B) A misconfigured load balancer routes requests to a deprecated API version.
C) A database connection timeout causes retrieval to return an empty result set.
D) The model generates a plausible-sounding answer unsupported by any retrieved document.
E) The model refuses a legitimate query because surface features trigger an overly broad safety pattern.
4. You are documenting an architectural decision to support future audit and onboarding.
Which artifact is the strongest fit?
A) An Architecture Decision Record that states the context, the decision, the alternatives considered, the consequences, and the date and authors.
B) A short verbal note shared during a hallway conversation with no written record.
C) A slide deck in a presentation folder with no accompanying written rationale.
D) A code comment in a single file that contains an opinion of one engineer.
5. A customer support team has proposed delegating customer refund decisions to a Claude-driven workflow with no human review for refunds under 50 USD. The team's reasoning is that small refunds are low-risk and human review would erase the efficiency gain.
Which Delegation-competency principle should guide your response?
A) Delegation should always include human review on every decision the workflow produces.
B) Delegation scope should be set primarily by maximizing efficiency gains across the workflow.
C) Delegation should be avoided entirely wherever financial transactions occur in the workflow.
D) Delegation scope should reflect the type of risk involved, not the transaction size alone.
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: D | Question # 3 Answer: D,E | Question # 4 Answer: A | Question # 5 Answer: D |
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