LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

Most LLM evaluation systems rely on vague scoring and human judgment disguised as metrics.

I built a lightweight evaluation layer in pure Python that turns LLM outputs into reproducible decisions by separating attribution, specificity, and relevance—so hallucinations are caught before they reach ...