Why Every AI Feature Needs an Eval Suite

Would you ship code with no test suite? Then why ship an AI agent with no eval suite?

Every AI feature we build gets a labeled test set — happy path, edge cases, and adversarial inputs — before it goes near production. Every prompt or model change runs against it, the same way your CI runs your test suite before a merge.

“It looked right in the demo” and “it’s been evaluated against 200 real cases” are different claims. Only one of them should get you comfortable putting an agent in front of your customers.