📰 Dev.to · Anthony Johnson II

Schema and freshness checks pass while semantic-layer metrics silently degrade. Distributional validation — grounded in Shannon entropy — is the missing trust l

Schema checks validate shape. Entropy measures information content. Here's why the gap between them is where your pipeline silently fails — and how to close it