Your Test Suite Can’t Catch a Hallucination: Real Talk on AI in Production | Testμ 2025

How do we balance speed of deployment with the unpredictable nature of AI hallucinations that slip past test suites?

Since hallucinations slip past test suites, what real-time monitoring and alerting practices are essential in production?

Can hallucinations ever be pre-tested away, or must they always be managed post-deployment?