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Anthropic CCAR-P Exam Syllabus Topics:

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

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are defining when to introduce a project subagent versus relying on Claude Code's general capabilities.
Which scenario most directly justifies a dedicated subagent?

A) The team has a one-time ad hoc question that will not recur and does not require a focused system prompt, narrow tool permissions, or dedicated model selection.
B) The team wants every Claude Code interaction to use the same generic system prompt with no task- specific specialization, narrow tool permissions, or dedicated model selection.
C) The team has no recurring specialized tasks and uses Claude Code only for isolated general-purpose work that does not justify a dedicated system prompt or tool scope.
D) The team has a recurring specialized task, such as database schema review, that requires a focused system prompt, narrow tool permissions, and a specific model selection across many sessions.


2. A senior architect is managing stakeholder expectations for a Claude-based reporting assistant midway through development. Stakeholders have escalating concerns about response latency.
Which two actions most directly address stakeholder expectation alignment in this situation? (Select two.)

A) Communicate that latency concerns are a known LLM limitation and outside the architecture team's control.
B) Replace the current Claude model with a third-party model that may offer lower latency without evaluation.
C) Present measured p50 and p95 latency baselines against the agreed SLA thresholds so stakeholders have accurate data.
D) Pause all development and reallocate engineering resources entirely to latency optimization.
E) Revise the SLA definition collaboratively with stakeholders if current targets are not achievable given production constraints.


3. The compliance team at a firm has approved a Claude Skill that generates client-facing investment summaries. The Skill includes the firm's required disclaimers and prohibited-language list. A product manager has asked whether additional guardrails are needed at the application layer or whether the Skill alone is sufficient.
Which two guardrail responsibilities should remain at the application layer rather than the Skill? (Select two.) Each correct answer presents part of the solution.

A) Verify the requesting user is authorized to generate investment summaries at all.
B) Log every generated summary to the firm's compliance audit trail for retention.
C) Apply the prohibited-language list that the compliance team maintains and updates.
D) Format output sections according to the firm's standardized house style guidelines.
E) Apply the disclaimer template that the compliance team has standardized firm-wide.


4. You are designing a human-in-the-loop validation workflow for a new Claude-based deployment and must complete the design steps before piloting the workflow.
Which two steps must be completed BEFORE piloting the workflow with a representative subset of traffic?
(Select two.)
Each correct answer presents part of the solution.

A) Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.
B) Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.
C) Iterate the workflow design based on observed pilot findings before broader rollout to production.
D) Identify the decision points in the pipeline that require human oversight by impact and reversibility.
E) Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.


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) 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.
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) 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.
D) 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.


Solutions:

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

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