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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
A model without tools can be wrong. A model with tools can be wrong and send the email, update the record, issue the refund, or delete the rows. That is the exact line where AI risk stops being reputa
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