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Claude Certified Developer – Foundations — Practice Questions

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Original practice questions based on this certification's published exam topics — not real exam questions.

11. What is a common cause of an LLM-powered feature producing unexpected output?

12. Why is version-controlling your prompts useful during development?

13. What does "few-shot prompting" involve?

14. What is a reasonable approach when a tool call might fail (e.g., a downstream API is down)?

15. Why might a developer set a maximum number of tool-use steps in an agentic loop?