Anthropic CCAR-P Q&A - in .pdf

  • CCAR-P pdf
  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
  • Updated: Aug 22, 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 22, 2026
  • Q & A: 116 Questions and Answers
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Anthropic CCAR-P Q&A - Testing Engine

  • CCAR-P Testing Engine
  • Exam Code: CCAR-P
  • Exam Name: Claude Certified Architect - Professional
  • Updated: Aug 22, 2026
  • Q & A: 116 Questions and Answers
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Anthropic CCAR-P Exam Syllabus Topics:

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

Anthropic Claude Certified Architect - Professional Sample Questions:

1. A healthcare organization is evaluating two Claude-powered AI architectures for a clinical documentation assistant. Architecture X produces higher output quality scores but costs $0.18 per documentation session and averages 4.2 seconds per response. Architecture Y scores slightly lower on quality metrics but costs $0.09 per session and averages 2.1 seconds per response. The stated SLA requires responses under 3 seconds, and the annual volume is projected at 2 million documentation sessions.
Which evaluation approach correctly applies business value pillar analysis to this decision?

A) Recommend a hybrid approach using Architecture X for complex cases and Architecture Y for routine cases, without additional analysis, since this preserves quality where it matters most.
B) Select Architecture X because the higher quality scores justify the cost premium, and any SLA gap can be addressed through infrastructure optimization after deployment.
C) Eliminate Architecture X on SLA grounds, then evaluate Architecture Y against the efficiency and solution cost pillars by calculating annual cost difference and assessing whether the quality delta materially impacts clinical workflow productivity.
D) Select Architecture Y based solely on the 50% cost reduction, since solution cost is the most important value pillar in healthcare budget-constrained environments.


2. 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 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.
B) Claude Code merges every pull request automatically after completing its analysis, bypassing human approval and the existing branch-protection rules.
C) Claude Code silently deletes pull requests it assesses as low quality without posting a comment or notifying the author.
D) Claude Code disables all existing branch-protection rules to streamline the merge process, removing human approval as a required gate.


3. You are producing an architecture guide for a new deployment and must complete the planning steps before drafting each section.
Which two steps must be completed BEFORE drafting each section of the guide? (Select two.) Each correct answer presents part of the solution.

A) Validate the guide with the implementation team and incorporate corrections.
B) Identify the audience and the questions the guide must answer for that audience.
C) Establish the document under version control with a defined review cadence and approver list.
D) Translate the guide into the supported regional languages for the candidate population.
E) Outline the guide sections covering the overview, components, contracts, flows, runbooks, and limitations.


4. A Claude architect is implementing safety controls for a customer-facing advice assistant that must never provide regulated investment recommendations.
Which two guardrail implementations most directly enforce this constraint? (Select two.)

A) Log all user queries to a SIEM for post-hoc compliance review.
B) Increase response temperature to introduce variability that reduces the likelihood of specific recommendations.
C) Limit session length to reduce the volume of queries processed per user per day.
D) Define explicit out-of-scope categories in the system prompt with fixed refusal phrasing for investment advice requests.
E) Add an output classifier that detects and blocks responses containing regulated investment- recommendation language.


5. You are responding to a stakeholder request that adds significant scope to a deployment already in flight.
Which response best aligns expectations while respecting the stakeholder's underlying need?

A) Acknowledge the request, describe the scope and timeline implications transparently, and propose options-defer it, descope something else, or extend the timeline-for the stakeholder to choose.
B) Hide the scope-addition request from the broader delivery team to avoid a difficult conversation, allowing the change to proceed without team awareness of its timeline implications.
C) Decline the request outright without acknowledging the stakeholder's underlying need or offering alternatives such as deferral, descoping, or timeline extension.
D) Accept the additional scope into the current release without describing the timeline or descoping implications, allowing the delivery plan to absorb unacknowledged changes until they surface as delays.


Solutions:

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

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