Essays · Operations Intelligence, AI and Quant
Hossein Narimani — Writing
In-depth writing on quant system design, operational AI, SaaS architecture, custom AI agents and founder execution systems.
Custom AI Agents vs General Chatbots: The Real Operational Difference
Most businesses do not need an AI agent.They need a clear process first: where it breaks, which data is trustworthy, and which decisions must remain human.A general chatbot can produce an answer. A custom AI agent can read operational state, call tools,...
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Common Mistakes in Agent Orchestration for Operational Systems — Why RAG and Function Calling Alone Are Not Enough
Most teams building with Agent Orchestration make the same foundational mistake: they treat it as a tooling problem. They build a RAG pipeline,...
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Building Custom AI Agents with Memory Persistence and State Management for Production Decision Systems
Most AI agents that work in demos fail in production. Not because the model is wrong. Because they have no memory and no state. An agent that...
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