When Generic Prompt Improvements Hurt: Evaluation-Driven Iteration for LLM Applications

Daniel Commey

Evaluating Large Language Model (LLM) applications differs from conventional software testing because outputs are probabilistic, semantically variable, and sensitive to prompt and…