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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.

16. What is a key consideration when parsing structured output (like JSON) from a model?

17. Why is rate limiting useful for a Claude-powered API integration?

18. What is a good practice when writing automated tests for an LLM-powered feature?

19. What is the purpose of a "context management" strategy in a long conversation?

20. Why might a team use an evaluation (eval) suite for their Claude-powered app?