Anthropic Claude Certified Architect - Professional : CCAR-P

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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

Question 1

You are a solution architect designing a Claude-based assistant with access to 60 internal tools across multiple business domains. Loading every tool definition on every request increases token usage and time to first response.
Which design pattern best addresses this issue without sacrificing capability breadth?

A. Increase the maximum context length and load all 60 tool definitions on every request, accepting the higher token cost and latency as necessary for full capability.
B. Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.
C. Hard-code a fixed set of five tools per request to reduce token usage, regardless of whether those tools are relevant to the current task.
D. Use a separate model call to summarize all 60 tool definitions before each user turn.

Question 2

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. Move the long, repeated system prompt into a cacheable prefix and trim retrieved context to the spans relevant to each query.
B. Add additional repeated content to the system prompt to give the model more guidance.
C. 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.
D. 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.

Question 3

A platform team operates a self-hosted multi-agent system on Kubernetes that orchestrates seven specialized agents for invoice processing. The team spends approximately 40 percent of engineering capacity on infrastructure maintenance, message bus reliability, and agent state recovery. The CFO has asked you to evaluate moving to managed agent infrastructure to reclaim engineering capacity. The security officer requires that all customer financial data remain within an approved network boundary.
Which factor should most heavily influence your recommendation?

A. Whether the current seven agents map cleanly to the patterns supported by managed agents.
B. Whether managed agents reduce per-invoice token costs across the existing processing volume.
C. Whether managed agents support the current bus topology used by the platform team.
D. Whether managed agent data handling satisfies the network boundary required by security.

Question 4

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. Identify the audience and the questions the guide must answer for that audience.
B. Validate the guide with the implementation team and incorporate corrections.
C. Outline the guide sections covering the overview, components, contracts, flows, runbooks, and limitations.
D. Establish the document under version control with a defined review cadence and approver list.
E. Translate the guide into the supported regional languages for the candidate population.

Question 5

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. Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.
B. Iterate the workflow design based on observed pilot findings before broader rollout to production.
C. Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.
D. Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.
E. Identify the decision points in the pipeline that require human oversight by impact and reversibility.

Solutions: