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.
What Is Freqtrade? The Practical Architecture of an Automated Trading System
Most people mistake Freqtrade for a trading bot.It is better understood as a systematic execution framework. Without decision logic, risk controls, and operating discipline, you are only automating errors.What Freqtrade Actually IsFreqtrade is a free,...
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9 Signs Your Business Needs an Intelligent Operating System (CRM + AI)
If the business runs on people’s memory, you do not have a systemIf one person leaving disrupts customer follow-up, sales visibility, or...
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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...
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OHLCV Feature Pipeline Architecture: Designing Feature Registries and Caches for Scalable Trading Systems
Most trading systems do not fail because of the model. They fail because every component interprets market data differently.When a feature has one...
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AI Agent Scaling Infrastructure Costs: Why Architecture Beats Model Choice
The Real Problem: Agent Costs Scale Exponentially, Not LinearlyMost teams pricing an AI agent look at one number: cost per token. That's the first...
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