Claude Certified Developer - Foundations Practice Questions - Claude Certified Developer - Foundations (CCDV-F) Exam

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A team is building a customer-support feature with Claude. They want the simplest reliable design and will only add agent complexity if needed. What should they start with?

A multi-agent swarm where many agents negotiate every answer The simplest solution possible, such as a single LLM call with retrieval and examples, adding agentic steps only when simpler approaches fall short An orchestrator with five specialized workers from day one Fine-tuning a dedicated support model before writing any prompts

Correct Answer:

The simplest solution possible, such as a single LLM call with retrieval and examples, adding agentic steps only when simpler approaches fall short

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