Question 1

What is AI evaluation testing?

Accepted Answer

AI evaluation testing measures model behavior against defined criteria and automatically creates regression tests from production failures.

Question 2

How does EvalGate generate regression tests?

Accepted Answer

EvalGate captures production traces, detects failures and behavioral drifts, then automatically generates test cases from those failures to prevent regressions.

Question 3

What programming languages does EvalGate support?

Accepted Answer

EvalGate provides TypeScript and Python SDKs, with integrations for popular frameworks like LangChain, CrewAI, and AutoGen.

Question 4

How does EvalGate ensure CI/CD integration?

Accepted Answer

EvalGate integrates with existing CI/CD pipelines through GitHub Actions and provides regression gates that fail builds when AI behavior degrades.