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RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production

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RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production
Data Engineering

RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production

This matters because practical data science insights bridge the gap between research and production, helping teams deliver AI-driven value faster.

TD • May 9, 2026

AIData PlatformModern Data StackRAG

RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production

Three weeks into testing, a learner told me my AI tutor gave her the wrong answer. Not obviously wrong — just outdated enough to mislead. That was the moment I realized something most RAG systems quietly ignore: they...

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