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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. The engineering lead at Trenova Systems, Inc. is evaluating two proposals for improving developer workflows using Claude-assisted tooling. Proposal A adds Claude Code to the IDE for inline code generation and review. Proposal B routes all code-generation requests through a shared Slack bot without IDE integration.
Which two observations most accurately evaluate these proposals against workflow-improvement objectives?
(Select two.)

A) Proposal B improves workflow velocity because Slack notifications create an asynchronous review queue.
B) Both proposals are equivalent because the model capabilities are identical regardless of the integration point.
C) Proposal A reduces context switching by providing AI assistance at the point of development without requiring a separate tool.
D) Proposal B is superior because centralizing requests in Slack creates an auditable log of all code- generation activity.
E) Proposal B introduces workflow friction by requiring developers to leave the IDE, undermining the productivity objective.

2. You are a platform architect designing an internal Claude-based assistant that serves both finance analysts and external auditors. Each population must access only documents permitted by its role.
Where should role-based access control be enforced in the pipeline?

A) At the retrieval layer, before any role-restricted content reaches the prompt-construction step or the model.
B) Inside the system prompt as a natural-language instruction for Claude to ignore unauthorized documents.
C) Nowhere in the pipeline; rely on the model's general refusal behavior to reject unauthorized document access without any enforced access control.
D) After the response is generated, by post-filtering content that should not have been retrieved.

3. You are reviewing an integration specification for security gaps.
Which two findings constitute valid security gaps in the specification? (Select two.) Each correct answer presents a complete solution.

A) Service credentials are placed in the prompt context, where they can leak into logs and traces.
B) Tool calls execute server-side under a least-privilege service principal scoped to the requested action.
C) Per-user OAuth tokens are exchanged with scope-restricted permissions and refreshed within the active session.
D) Tool inputs and outputs are encrypted in transit using transport-layer security between services.
E) Role-based access control is enforced only at the response-rendering layer after the model accesses restricted data.

4. You are sequencing decomposed components in an invoice-processing pipeline.
For each of the decomposed components, select the execution layer it belongs to: "Pre-Processing," "Model Stage," or "Post-Processing."

5. You are identifying the highest-impact optimization for a deployment whose token cost is dominated by a long, repeated system prompt and a large retrieved context per request.
Which optimization most directly targets the dominant cost driver?

A) Add additional repeated content to the system prompt to give the model more guidance.
B) Move the long, repeated system prompt into a cacheable prefix and trim retrieved context to the spans relevant to each query.
C) Switch every request to the heaviest available model to maximize output quality, accepting that higher per-request inference cost compounds rather than addresses the dominant cost driver.
D) Increase retrieval depth on every request to maximize recall, worsening the dominant cost driver by adding more retrieved tokens per request rather than reducing them.

Solutions: