Original practice questions based on this certification's published exam topics — not real exam questions.
11. Why might a developer test with a cheaper, faster model before using the most capable one?
12. What is the benefit of structuring a request with clear roles (like system, user, assistant)?
13. What does "agent architecture," as covered in this course, generally refer to?
14. Why might a developer use the TypeScript or Python SDK instead of raw HTTP calls?
15. What is one reason to review response metadata, like token usage, from an API call?
Claude