Exam Name: Claude Certified Architect - Professional
Certification Provider: Anthropic
Corresponding Certification: Claude Certified Architect
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Updated: Oct 04, 2026
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Anthropic CCAR-P Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Claude Models, Prompting & Context Engineering | 13% | - System prompts and prompt templates - Guardrails - Claude model selection and trade-offs - Context window optimization - Prompt reuse and context engineering strategies |
| Developer Productivity & Operational Enablement | 7% | - Debugging and operational issue resolution - Claude tooling configuration for teams - AI-assisted developer workflows - Developer enablement |
| Solution Design & Architecture | 17% | - End-to-end architecture design - Multi-agent systems and orchestration - Decomposition techniques for complex problem solving - Architectural patterns
- Translating business problems into Claude-based AI solutions |
| Stakeholder Communication & Lifecycle Management | 14% | - Architecture documentation - Solution lifecycle management - Service-level agreements - Stakeholder management - Discovery and requirements gathering - Communicating architectural decisions |
| Integration | 19% | - Authentication and authorization analysis - Enterprise system integration - RAG pipeline design
|
| Governance, Safety & Risk Management | 14% | - Ethical AI considerations - Security and risk management - Human-in-the-loop validation - Regulatory and compliance requirements - AI safety and guardrails |
| Evaluation, Testing & Optimization | 16% | - System issue diagnosis - Production monitoring and optimization - Evaluation metrics and datasets - A/B testing - Evaluation framework design - Cost and performance optimization |
Anthropic Claude Certified Architect - Professional Sample Questions:
You are compiling guardrail tactics for a customer-facing assistant.
Which two tactics belong on the guardrail list?
Each correct answer presents a complete solution.
- A. Validate the model output against a structured schema before downstream actions are taken.
- B. Layer prompt-level guardrails with runtime content checks rather than relying on either alone.
- C. Lower sampling temperature globally to reduce the chance of off-policy completions.
- D. Embed approved override phrases that let trusted users relax guardrails on demand.
- E. Rely on a single hardened system prompt that enumerates every disallowed behavior.
Correct Answer: A,B 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
You are evaluating model-selection claims used by a peer team.
For each statement, select yes if the statement is generally true. Otherwise, select no.
Correct Answer:
Explanation:
Yes, Yes, No, Yes, No
More capable reasoning configurations generally require greater computation, produce higher latency, and may consume larger token or rate-limit allocations than lighter alternatives. This makes the first statement generally accurate, although actual performance must be measured under the organization's specific provider and service tier.
Representative workload testing is essential because generic benchmark rankings do not establish performance on the organization's prompts, data, edge cases, tools, or required output format. Anthropic recommends benchmark tests specific to the use case, using actual prompts and data, followed by comparison of accuracy, quality, edge-case behavior, and cost. Choosing the Right Model The strongest model is not automatically the correct production choice. Model selection must balance capability, speed, cost, throughput, and operational constraints. Tiered routing implements this principle by serving predictable requests with an efficient model and escalating difficult cases to a more capable model.
Anthropic documents multi-model strategies in which lower-cost workers handle most traffic while harder decisions are escalated.
Recency is also not a valid selection criterion. A newly announced model must pass the workload's existing evaluation, security, latency, and cost gates before replacing a validated production model.
Study Guide references/topics: Model trade-offs; representative evaluations; tiered routing; escalation architectures; cost-capability optimization; model migration validation.
An operations engineer reports that a Claude-based pipeline began returning malformed JSON responses after a scheduled maintenance window, causing downstream processing failures.
Which two investigative steps most directly isolate the root cause? (Select two.)
- A. Compare the current system prompt and output schema configuration against the last known good version from before the maintenance window.
- B. Replay a set of premaintenance requests against the current configuration and inspect the raw model output before downstream parsing.
- C. Switch to a different Claude model tier to rule out provider-side changes as a contributing factor.
- D. Clear the prompt cache and resubmit all pending requests to eliminate stale cached prefixes.
- E. Increase the max_tokens limit to determine whether output truncation is causing incomplete JSON structures.
Correct Answer: A,B 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
You are auditing a procurement-assistant agent whose defined responsibility is to draft purchase requests for review.
For each tool currently configured on the agent, select yes if the tool should remain after a least-privilege audit. Otherwise, select no if it should be removed.
Correct Answer:
Explanation:
Yes, No, Yes, No, Yes
Least privilege requires each retained tool to be necessary for the agent's assigned responsibility and restricted to the minimum action level needed. Catalog lookup is appropriate because vendor and SKU information is needed to prepare an accurate request. The policy-document tool is similarly justified because the agent must ground the draft in applicable procurement rules. The draft-write tool is also aligned because it writes only to a review queue, preserving the required human approval boundary.
The inbox-send tool exceeds the stated responsibility. Sending a request directly to a vendor converts a drafting assistant into an externally acting purchasing agent and bypasses the review stage. The production- database administrator tool is unrelated to procurement and introduces unnecessary destructive capability, privilege-escalation exposure, and potential data-access risk.
Anthropic's prompt-injection guidance recommends limiting access to sensitive data and actions and applying least privilege so that a compromised agent can cause minimal damage. Claude Code also supports tool- specific allow, ask, and deny rules that are enforced outside the model. Prompt-Injection Mitigation, Claude Code Permissions Study Guide references/topics: Capability-bloat auditing; least privilege; tool scoping; human review gates; separation of drafting and execution authority.
You are designing a human-in-the-loop validation workflow for a new Claude-based deployment and must complete the design steps before piloting the workflow.
Which two steps must be completed BEFORE piloting the workflow with a representative subset of traffic?
(Select two.)
Each correct answer presents part of the solution.
- A. Identify the decision points in the pipeline that require human oversight by impact and reversibility.
- B. Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.
- C. Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.
- D. Iterate the workflow design based on observed pilot findings before broader rollout to production.
- E. Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.
Correct Answer: A,E 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
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