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Anthropic CCAR-P Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Governance, Safety, and Risk | - Security, compliance, risk management, and governance - Safety controls and fail-closed system design |
| Topic 2: Solution Design | - Claude platform and solution architecture - Model, architecture, context, and deployment strategy selection |
| Topic 3: Enterprise Integration and Production | - Cost, latency, reliability, and operational design - Enterprise integration architecture and production readiness |
| Topic 4: Stakeholder Engagement and Solution Lifecycle | - Stakeholder discovery and architectural trade-off communication - Solution lifecycle, handoff, adoption, and operational enablement |
| Topic 5: Evaluation and Optimization | - Evaluation design and acceptance criteria - Model and architecture optimization |
Anthropic Claude Certified Architect - Professional Sample Questions:
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. Establish the document under version control with a defined review cadence and approver list.
- B. Outline the guide sections covering the overview, components, contracts, flows, runbooks, and limitations.
- C. Validate the guide with the implementation team and incorporate corrections.
- D. Translate the guide into the supported regional languages for the candidate population.
- E. Identify the audience and the questions the guide must answer for that audience.
Correct Answer: B,E 🗳️
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An engineering organization is adopting Claude Code across 200 developers. A team lead proposes that AI- generated pull requests bypass standard code review for changes under 50 lines because small changes are considered low risk and review capacity is constrained.
Which two Diligence-competency objections should you raise? (Select two.) Each correct answer presents part of the solution.
- A. The threshold should be increased to 200 lines to capture more changes.
- B. Removing review eliminates the verification mechanism required for AI-generated output across the workflow.
- C. Line count is a poor proxy for the actual risk introduced by a code change.
- D. AI-generated pull requests should be rejected by default across the organization.
- E. Code-review capacity should be expanded to handle every code change submitted across the team.
Correct Answer: B,C 🗳️
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You are designing the prompt for a ticket-triage classifier with thirty well-defined categories and clear category descriptions in the prompt.
Which technique is most appropriate as the starting point?
- A. A chain-of-thought prompt for a routing decision that does not require multi-step reasoning.
- B. A prompt that demands the model invent new categories when the supplied ones do not fit.
- C. A prompt with no category descriptions, expecting the model to infer the category set.
- D. A zero-shot prompt that specifies the categories with their descriptions and the required output format.
Correct Answer: D 🗳️
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You are identifying inefficiency in a Claude Code workflow where each engineer manually re-explains the project ' s conventions and architecture in every session.
Which adjustment most directly removes this inefficiency?
- A. Tell each engineer to retype the project conventions and architecture context more quickly at the start of each session, reducing time lost without eliminating the repeated manual effort.
- B. Forbid the use of Claude Code on the project entirely to avoid the session-initialization overhead, accepting that the team loses all AI-assisted development productivity for this codebase.
- C. Remove all documented project conventions and architectural standards so engineers have nothing to re- explain at session start, accepting the loss of consistency and shared coding standards.
- D. Capture the project ' s conventions and architecture in a project-scoped CLAUDE.md (or equivalent persistent project-context file) committed to the repository, so each session loads it automatically.
Correct Answer: D 🗳️
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You are evaluating retrieval-strategy claims used by a peer team.
For each claim, select yes if the statement is generally accurate. Otherwise, select no.
Correct Answer:
Explanation:
Yes, Yes, Yes, No, No
Dense vector retrieval represents semantic similarity, making it suitable for matching paraphrases and conceptually related language even when the query and source do not share identical words. Sparse lexical retrieval, including BM25-style matching, retains strong sensitivity to exact tokens and is therefore valuable for identifiers, product codes, technical names, and uncommon terminology.
Structured query retrieval is appropriate when the required operation depends on explicit fields, predicates, joins, counts, grouping, or aggregation over a relational schema. In that situation, generating or invoking a constrained database query is more precise than approximating the operation through semantic similarity.
Hybrid retrieval is not identical to dense retrieval. It combines semantic and lexical candidate sets, typically followed by rank fusion or reranking. Anthropic's contextual-retrieval guidance explains that semantic search captures meaning and paraphrases, while BM25 captures exact terminology; combining them improves coverage. Contextual Retrieval, Contextual Retrieval Cookbook Random sampling is not a relevance strategy. It provides no systematic relationship between the query and selected evidence, producing unstable coverage and preventable hallucination risk. Production Q & A requires deterministic or evaluated relevance mechanisms, access filters, suitable indexes, and measurable retrieval metrics such as recall at k.
Study Guide references/topics: Dense retrieval; sparse retrieval; structured queries; hybrid search; rank fusion; retrieval evaluation; production RAG design.
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