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Vamsi Krishna
Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.
Multi-agent failures are usually not intelligence failures. They are job-description failures. Two agents with crisp roles outperform six with overlapping ones, reliably. System performance tracks the
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