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?