Acme GmbH

LLM prompt engineering needs automated testing to prevent silent regressions

Prompt engineering for large language models (LLMs) often lacks rigorous testing, leading to silent regressions where output quality degrades unnoticed. This is problematic because LLM outputs are stochastic, and manual…