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Anthropic CCAR-P Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation, Testing & Optimization | 16% | - Define evaluation metrics and success criteria - Test accuracy, reliability, latency, and cost - Optimize performance, prompting, and model selection - Implement iterative improvement pipelines |
| Integration | 19% | - Design authentication, authorization, and observability - Integrate Claude with enterprise systems, APIs, and tools - Implement Model Context Protocol (MCP) integrations - Integrate with data pipelines and RAG systems |
| Developer Productivity & Operational Enablement | 7% | - Support debugging, monitoring, and operational resolution - Configure Claude tools and environments for teams - Improve developer workflows with AI-assisted tooling |
| Claude Models, Prompting & Context Engineering | 13% | - Apply context engineering and context management techniques - Design system prompts, templates, and guardrails - Select appropriate Claude models based on trade-offs - Mitigate prompt injection, leaks, and jailbreak risks |
| Solution Design & Architecture | 17% | - Select architectural patterns: workflow, agentic, augmented LLM - Align solutions to business value pillars - Translate business problems into Claude-based AI solutions - Design end-to-end architectures and feedback loops - Design multi-agent systems and orchestration strategies |
| Stakeholder Communication & Lifecycle Management | 14% | - Conduct structured discovery and requirement gathering - Manage stakeholder feedback and expectation alignment - Document architectures and support full lifecycle phases - Communicate architectural decisions and trade-offs |
| Governance, Safety & Risk Management | 14% | - Address ethical AI considerations and bias mitigation - Ensure regulatory compliance (GDPR, HIPAA, etc.) - Manage data privacy and security compliance - Implement guardrails and safety controls |
Anthropic Claude Certified Architect - Professional Sample Questions:
A Claude architect needs to ensure that a security-hardening flag cannot be disabled by any individual engineer after it is set.
Which configuration scope correctly enforces this requirement?
- A. Project scope (.claude/settings.json) committed to the repository
- B. Environment variable defined in the CI/CD pipeline only
- C. Managed configuration applied centrally and marked as non-overridable
- D. User scope (~/.claude/settings.json) on each engineer's machine
Correct Answer: C 🗳️
Explanation: Only visible for ExamCost members. You can sign-up / login (it's free).
You are reviewing a peer's end-to-end design for a Claude-based platform expected to scale to thousands of concurrent users.
For each statement, indicate Yes if it reflects sound architectural practice. Otherwise, select No.
Correct Answer:
Explanation:
Authentication and authorization run before retrieval so retrieval can filter by identity - Yes An asynchronous queue absorbs bursty traffic between intake and the model-invocation layer - Yes Tax computation is encoded directly in the system prompt rather than in code - No Conversation logs include unredacted government identifiers to maximize tuning signal - No Authentication and authorization must precede retrieval so unauthorized information never enters model context. An asynchronous queue is appropriate for burst absorption, backpressure, controlled concurrency, and retry management at scale. Deterministic tax computation should be implemented in validated code or a controlled calculation tool, not delegated to probabilistic prompt interpretation. Including unredacted government identifiers in conversation logs violates data-minimization principles and creates unnecessary privacy, security, and regulatory exposure. Sensitive fields should be removed, tokenized, or redacted before logging or model use unless specifically required and authorized. The resulting design separates deterministic computation, access control, scalable orchestration, and language reasoning into appropriate architectural layers.
You are compiling factors that should drive the choice between Model Context Protocol (MCP), direct API integration, and agent-to-agent handoff.
Which two factors belong on the list? (Select two.)
Each correct answer presents a complete solution.
- A. Whether the vendor publishes detailed reference documentation for each candidate protocol.
- B. Whether the team has prior implementation experience with any of the candidate protocols.
- C. Whether the integration must be portable across multiple AI clients in the ecosystem.
- D. Whether the interaction is stateless and latency-sensitive or stateful and longer-running.
- E. Whether the underlying transport supports encryption in transit between the integrated services.
Correct Answer: C,D 🗳️
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You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?
- A. A static prompt with the entire policy corpus concatenated into every request.
- B. Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
- C. A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
- D. Multi-agent orchestration with a planner, researcher, and writer agent for every query.
Correct Answer: B 🗳️
Explanation: Only visible for ExamCost members. You can sign-up / login (it's free).
You are reviewing instrumentation in a multi-agent system.
Which two findings constitute valid observability gaps in the instrumentation? (Select two.) Each correct answer presents a complete solution.
- A. Trace spans for each agent step are exported to the shared distributed-tracing backend.
- B. Request-scoped correlation identifiers do not propagate across agent and tool calls.
- C. Latency and token usage on every span are emitted to the central metrics pipeline.
- D. Tool-call payloads and outcomes are recorded with redaction applied to known sensitive fields.
- E. Model identity and version on each turn are not recorded with the turn artifacts.
Correct Answer: B,E 🗳️
Explanation: Only visible for ExamCost members. You can sign-up / login (it's free).
