AI-generated tests in Testing Center
Key Takeaway
Testing Center can generate hundreds of test cases with AI and run them in batches. Because AI agents are non-deterministic, this wide testing is how you build confidence in an agent before you deploy it.
AI-generated tests let Testing Center write test cases for you, so you don't have to hand-craft hundreds of variations of a conversation. Testing Center drafts realistic test utterances from an agent's subagents and actions, or question-and-answer tests from its knowledge content. Then it runs them in batches to show how the agent behaves.
Why generate test cases with AI
Writing a diverse, scalable set of test scenarios by hand is slow and complex. Instead, Testing Center can use AI to generate hundreds of synthetic interactions to use as test cases. Then it runs them automatically in parallel.
Testing at this scale matters because AI agents are non-deterministic, so one good conversation proves little. Large-scale batch testing finds patterns and edge cases that smaller-scale testing often misses.