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Why Our RAG System Was Silently Returning Wrong Answers — And How We Fixed It

Community description: For 3 days, our RAG system was confident. Every query returned an answer. Response times were...

Dev.to | Mar 11, 2026 | MD Ayan Arshad

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By every operational metric, the system was working. RAGAS ran against that set nightly, and on every ingestion event. RAGAS faithfulness and context precision scored against our golden evaluation set on every ingestion event and every deployment.

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