Naman Gupta
Shipping production LLM agents & RAG pipelines @Infradock.ai
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Most AI prototypes don’t fail because the model isn’t capable.
They fail because retrieval is unreliable, tool calls lack guardrails, and nobody can explain why the agent made a decision.
I’ve been working on these problems across MCPHub, AgentMesh, ReasonFlow and real production...
