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.
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, define some Function Calling schemas, pick a capable LLM — and expect the system to "work." In the lab, it does....
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Why Fixed LLM Reasoning Levels Are Inefficient: Designing Adaptive Token Allocation Architectures for Next-Generation AI Systems
Most discussions around LLM reasoning modes focus on quality. High reasoning is assumed to be better. Low reasoning is assumed to be cheaper. The...
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