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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
Free-form text is comfortable for humans and awkward for systems. Production software usually needs something stricter. Structured output turns a model response into something downstream code can vali
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