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

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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

Correct 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

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