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Anthropic CCAR-P

CCAR-P

Exam Code: CCAR-P

Exam Name: Claude Certified Architect - Professional

Updated: Oct 14, 2026

Q&A Number: 130 Q&As

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Anthropic CCAR-P Exam Syllabus Topics:

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

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


Question #2
A senior architect is preparing briefing materials on a new retrieval architecture. The executive sponsor has requested a summary of the architectural decision. Which framing is most appropriate for that audience?

A. Business outcomes achieved, trade-offs accepted, and high-level risks acknowledged.
B. Capabilities delivered, scope implications, and feature-level dependencies on the roadmap.
C. Technical alternatives evaluated, implementation implications, and component-level consequences.
D. Threat model, control mappings, residual-risk acceptance, and audit traceability.


Question #3
You are compiling team-setup practices for a Claude Code rollout across an engineering organization.
Which two practices belong on the list? (Select two.)
Each correct answer presents a complete solution.

A. Use project scope for personal editor preferences so the preferences apply consistently within the project.
B. Use user scope for team-shared MCP servers so every engineer on the team has consistent access.
C. Use project scope for team-shared Model Context Protocol (MCP) servers and permission rules under version control.
D. Use local scope for security-critical permission rules so each engineer can adapt them to ongoing work.
E. Apply managed configuration centrally for security-critical settings that must not be overridden by individual engineers.


Question #4
During an architectural review, the security team identifies a risk that adversarial content injected into retrieved documents could manipulate the model's behavior.
Which mitigation most directly addresses this threat?

A. Restrict outbound tool calls to an approved destination allow-list.
B. Treat all retrieved content as untrusted input and apply input classifiers with output validation.
C. Require citations for each claim and constrain responses to source-supported content.
D. Score outputs against a stable adversarial evaluation set on each model-version change.


Question #5
You are investigating an MCP server that fails on first launch but succeeds on subsequent runs. System permission dialogs appeared during the first launch.
Which response is most appropriate?

A. Disable operating-system permission dialogs entirely, accept the resulting security implications, and proceed without confirming whether the failure recurs.
B. Treat the first-run failure as a permanent fault, replace the MCP server, and do not verify whether subsequent runs succeed.
C. Recognize the first-run permission grant as the cause, document the expected behavior in onboarding guidance, and confirm that subsequent runs succeed.
D. Reinstall the operating system to clear all permission state without first confirming whether the one- time permission grant caused the failure.


Solutions:

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

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