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Claude Certified Architect - Foundations Practice Questions - Claude Certified Architect - Foundations (CCAR-F, formerly CCA-F) Exam

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About this Exam

Prepare with the Claude Certified Architect - Foundations Practice Questions - Claude Certified Architect - Foundations (CCAR-F, formerly CCA-F) Exam practice quiz. This question bank includes 100 questions covering claude, agent, wants, team, and code. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

Sample Questions

Question 1
A team is building a customer-support agent. They want the simplest reliable architecture and only plan to add complexity if needed. According to Anthropic's guidance on building effective agents, what should they start with?
A multi-agent swarm where dozens of agents negotiate the answer
The simplest solution possible, such as a single LLM call with retrieval and in-context examples, adding agentic steps only when simpler approaches fall short
An orchestrator-worker system with at least five specialized workers from day one
A fine-tuned model dedicated to support before writing any prompts
Question 2
An architect needs to classify incoming requests and send each to a specialized prompt: billing questions to one prompt, technical issues to another, and general questions to a third. Which workflow pattern best fits this requirement?
Parallelization
Evaluator-optimizer
Prompt chaining
Routing
Question 3
A coding task requires generating a draft, then critiquing it against quality criteria, then refining it, repeating until the critique passes. Which pattern describes this, and what is the key design principle?
Orchestrator-worker, with one orchestrator spawning all critics at once
Routing, where a classifier picks the best draft from several
Evaluator-optimizer, separating generation and evaluation into distinct LLM calls with an adversarial evaluator stance
Parallelization, generating many drafts and averaging them
Question 4
A research agent must handle tasks where the number and nature of subtasks cannot be predicted in advance: a central model must dynamically break the work down, delegate pieces, and synthesize the results. Which pattern is the best fit?
Prompt chaining with a fixed sequence of steps
Orchestrator-worker
Sectioning a single prompt into headers
Routing to one of three static categories
Question 5
An architect wants to distinguish a 'workflow' from an 'agent' in Anthropic's terminology. Which statement is correct?
Workflows let the LLM dynamically direct its own process and tool usage; agents follow predefined code paths
Workflows and agents are identical terms with no practical difference
Agents never use tools, while workflows always do
Workflows orchestrate LLMs and tools through predefined code paths; agents dynamically direct their own processes and tool usage

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Additional Information

Claude Certified Architect - Foundations Practice Questions - Claude Certified Architect - Foundations (CCAR-F, formerly CCA-F) Exam

This practice set contains 100 questions from the matching question bank and focuses on claude, agent, wants, team, and code. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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Frequently Asked Questions

This quiz contains a total of 100 practice questions carefully selected to test your knowledge on this subject.
Yes, you will have exactly 0 minutes to complete the exam. A countdown timer will be visible once you start.
Yes, you can retake this practice test as many times as you need. The questions and options may be randomized on subsequent attempts to ensure comprehensive learning.

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