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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
A beautifully written paragraph is a terrible API response. Humans read prose. Software needs fields — something it can validate, route, store, and act on without guessing. The moment a model's output
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