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Eval-First RAG: Use Separate Scores to Triage Failures

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

An end-to-end RAG score can show that answer quality changed. By itself, it cannot tell you where to begin investigating. The evidence returned to the model may be wrong, or the model may have mishandled good evidence. One aggregate number hides that distinction and leaves retrieval, reranking, pro…

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  1. 2026-09-03 22:20 · DEV Community — Machine Learning
    Eval-First RAG: Use Separate Scores to Triage Failures

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