Stax, an experimental developer tool, addresses the insufficient nature of „vibe testing“ LLMs by streamlining the LLM evaluation lifecycle, allowing users to rigorously test their AI stack and make data-driven decisions through human labeling and scalable LLM-as-a-judge auto-raters.