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

Question 1

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

Question 2

You need to classify each support ticket and send billing questions to one prompt, technical issues to another, and general questions to a third. Which workflow pattern best fits?

Parallelization Evaluator-optimizer Prompt chaining Routing

Correct Answer:

Routing

Question 3

A coding assistant generates a draft, then a separate call critiques it against quality criteria, then refines it until the critique passes. Which pattern is this?

Orchestrator-worker Routing Evaluator-optimizer Pure parallelization

Correct Answer:

Evaluator-optimizer

Question 4

A research task can be split into independent section drafts that are later merged. Which pattern best fits, and what is a key risk?

Prompt chaining only; the only risk is too many sequential tokens Parallelization (sectioning); a key risk is inconsistent style or conflicting facts across sections unless you add a merge/synthesis step Routing; a key risk is misclassification of the entire document Evaluator-optimizer; a key risk is infinite critique loops

Correct Answer:

Parallelization (sectioning); a key risk is inconsistent style or conflicting facts across sections unless you add a merge/synthesis step

Question 5

When is an orchestrator-worker agent pattern most appropriate?

When every request follows the same fixed three-step pipeline When subtasks cannot be predicted in advance and a central agent must dynamically decompose work and delegate to workers When you only need a single classification label When the entire job fits in one non-tool LLM call

Correct Answer:

When subtasks cannot be predicted in advance and a central agent must dynamically decompose work and delegate to workers

Exam overview

About this Exam

Prepare with the Claude Certified Developer - Foundations Practice Questions - Claude Certified Developer - Foundations (CCDV-F) Exam practice quiz. This question bank includes 100 questions covering claude, agent, prompt, tool, and messages. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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

This practice set contains 100 questions from the matching question bank and focuses on claude, agent, prompt, tool, and messages. 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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Claude Certified Developer - Foundations Practice Questions - Claude Certified Developer - Foundations (CCDV-F) Exam

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