In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

Exploratory testing (which will be referred to below at times as ET) can be seen by some as an entirely free-form activity. While this is partially true, exploratory testing also benefits from having ...

Abstract: Model-based testing represents an efficient method to detect software defects. This approach has a limitation, when the model of the system under test is inconsistent, incomplete, or, does ...