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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
Almost every MCP server I have looked at exposes everything as a tool. It is the path of least resistance, and it silently moves control from the person to the model. Three primitives, three different
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