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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. A security audit uncovers two issues: (1) all end users share a single API key, and (2) tool calls are executed without logging the initiating user.
Which two mitigations directly address these specific findings? (Select two.)

A) Enforce RBAC at the retrieval layer before content enters the model context.
B) Move credentials out of the prompt context and resolve them from a server-side secret store.
C) Validate structured outputs against a schema before downstream actions are executed.
D) Add actor attribution to tool-call logs so each call records the initiating user identity.
E) Replace the shared API key with per-user OAuth tokens carrying scope-restricted permissions.

2. A Claude-based research assistant begins producing responses that confidently contradict its retrieved source documents despite no change to the retrieval pipeline.
Which two diagnostic actions most directly identify the root cause of this behavior? (Select two.)

A) Determine whether the failure reproduces on the previous model version to test for a model mismatch.
B) Increase the context-window size to allow more retrieved chunks per query.
C) Switch the retrieval index to a denser embedding model to improve chunk-relevance scores.
D) Reduce the temperature setting to lower response variance across all query types.
E) Inspect the system-prompt grounding instructions to determine whether citation constraints remain intact.

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

4. When communicating an architectural decision to a security and compliance reviewer, which content set is most aligned with that audience's primary concerns?

A) Implementation timeline, component interfaces, and deployment sequence for the engineering team.
B) Decision rationale, business outcomes, and high-level risk summary for executive review.
C) Threat model, control mappings, residual-risk acceptance criteria, and audit traceability.
D) Feature delivery schedule, roadmap dependencies, and scope boundaries for the product manager.

5. You are evaluating a Claude-based deployment for adherence to a specific regulation.
Which two steps must be completed BEFORE mapping deployment data flows to specific regulatory clauses?
(Select two.)
Each correct answer presents part of the solution.

A) Document the identified gaps along with recommended remediations and residual risk for sign-off.
B) Compare the in-place controls against the regulatory requirements to identify any compliance gaps.
C) Inventory the vendor-provided compliance tooling and confirm which compliance affordances are in place.
D) Identify the applicability of the regulation based on data types, jurisdiction, and audience.
E) Schedule the remediation work with the engineering team based on the prioritized gap findings.

Solutions: