Exam Name: Claude Certified Architect - Professional
Certification Provider: Anthropic
Corresponding Certification: Claude Certified Architect
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Instant Download Anthropic : CCAR-P
Check Updated on: Oct 14, 2026
No. of Questions: 130 Questions & Answers with Exam Engine
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- Total Questions: 130
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- Total Questions: 130
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Anthropic CCAR-P Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Stakeholder Engagement and Solution Lifecycle | - Stakeholder discovery and architectural trade-off communication - Solution lifecycle, handoff, adoption, and operational enablement |
| Governance, Safety, and Risk | - Security, compliance, risk management, and governance - Safety controls and fail-closed system design |
| Evaluation and Optimization | - Evaluation design and acceptance criteria - Model and architecture optimization |
| Solution Design | - Claude platform and solution architecture - Model, architecture, context, and deployment strategy selection |
| Enterprise Integration and Production | - Enterprise integration architecture and production readiness - Cost, latency, reliability, and operational design |
Anthropic Claude Certified Architect - Professional Sample Questions:
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. Tool-call payloads and outcomes are recorded with redaction applied to known sensitive fields.
- B. Trace spans for each agent step are exported to the shared distributed-tracing backend.
- C. Model identity and version on each turn are not recorded with the turn artifacts.
- D. Latency and token usage on every span are emitted to the central metrics pipeline.
- E. Request-scoped correlation identifiers do not propagate across agent and tool calls.
Correct Answer: C,E 🗳️
Explanation: Only visible for Pass4sureCert members. You can sign-up / login (it's free).
You are integrating Claude Code into the team's pull-request workflow. The team wants AI-assisted review without removing human approval.
Which integration design best fits this requirement?
- A. Claude Code reviews the pull request and posts a structured analysis as a comment, while a human reviewer retains the approval decision under the existing branch-protection rules.
- B. Claude Code merges every pull request automatically after completing its analysis, bypassing human approval and the existing branch-protection rules.
- C. Claude Code disables all existing branch-protection rules to streamline the merge process, removing human approval as a required gate.
- D. Claude Code silently deletes pull requests it assesses as low quality without posting a comment or notifying the author.
Correct Answer: A 🗳️
Explanation: Only visible for Pass4sureCert members. You can sign-up / login (it's free).
A security team is evaluating two proposed controls. Control A adds an outbound tool allow-list with destination restrictions and per-call review. Control B scores responses against a stable adversarial evaluation set after each model-version change.
Which two risk categories are correctly matched to these controls? (Select two.)
- A. Control A - silent quality drift after a model-version upgrade
- B. Control B - data exfiltration via outbound tool calls
- C. Control B - silent quality drift after a model-version upgrade
- D. Control A - data exfiltration via outbound tool calls
- E. Control A - prompt injection from adversarial content in retrieved data
Correct Answer: C,D 🗳️
Explanation: Only visible for Pass4sureCert members. You can sign-up / login (it's free).
A revenue projection assistant has missed its monthly cost target by 38 percent. Profiling shows three contributors: a 6,000-token policy preamble repeated on every call (45 percent of cost), retrieval of historical sales chunks averaging 3,000 tokens per call (30 percent), and inference on a flagship-tier model (25 percent).
Stakeholders require that projection accuracy remain unchanged.
Which two optimizations should you sequence first to reduce cost without affecting accuracy? (Select two.) Each correct answer presents part of the solution.
- A. Cache common retrieved sales chunks accessed across many of the daily queries.
- B. Enable prompt caching on the static policy preamble across the recurring calls.
- C. Reduce the number of historical sales chunks retrieved across each query run.
- D. Switch the workload to a smaller, faster Claude model tier across all queries.
- E. Truncate the policy preamble to remove non-essential clauses from the prompt.
Correct Answer: A,B 🗳️
Explanation: Only visible for Pass4sureCert members. You can sign-up / login (it's free).
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 zero-shot prompt that specifies the categories with their descriptions and the required output format.
- C. A prompt that demands the model invent new categories when the supplied ones do not fit.
- D. A prompt with no category descriptions, expecting the model to infer the category set.
Correct Answer: B 🗳️
Explanation: Only visible for Pass4sureCert members. You can sign-up / login (it's free).
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