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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
A RAG system with stale documents does not fail loudly. It answers beautifully, from last year. That is what makes staleness the most under-managed failure in production RAG. Retrieval succeeded. Cita
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