Introduction LLM regression testing is rapidly becoming a critical discipline as enterprises embed generative AI into core systems, products, and decision workflows. Traditional regression testing relied on determinism—given an input, the output remained consistent. That assumption no longer holds true in the era of large language models. Modern LLMs are inherently probabilistic. The same prompt can produce variations in structure, tone, and even factual interpretation.