Your team is designing an agent evaluation framework. They need to test whether the agent handles tool…

Question

Your team is designing an agent evaluation framework. They need to test whether the agent handles tool failures gracefully across 50 different error scenarios. Running each scenario manually takes 10 minutes. What is the most efficient approach?

Accepted Answer

D. Use the Message Batches API to run all 50 scenarios as a batch — each scenario is a separate request with a mocked tool failure, and results are analyzed programmatically

Answer

A. Create a comprehensive test prompt that covers all 50 scenarios in one conversation

Answer

B. Test 10 representative scenarios and extrapolate for the remaining 40

Answer

C. Hire a QA team to manually test each scenario

Question 275