Richard Seidl and Alexander Frenzel discussed AI-supported test case generation within strictly regulated environments on heise Developer. Frenzel, an Expert for Test Management and Global Verification & Validation Lead at Fresenius Medical Care Deutschland GmbH, and Director Test Management since 2025, detailed an assistance system that derives tests directly from requirements. This system utilizes a One-Click-Generator, modular models, and a RAG-system, applying the Hyde principle to find evidence in documentation. This method ensures traceability, logging, and human oversight. The discussion underscored how Generative AI fundamentally transforms software development, aiding complex tasks while necessitating an understanding of its risks for secure and efficient code, a topic further explored at the betterCode() GenAI Summit on June 11.