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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
A local MCP server starts as a script on one laptop. Someone finds it useful. Six weeks later four people depend on it, it holds a long-lived database credential, and nobody has ever looked at a log.
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