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25 Agents Walk Into a Market: How to Build AI-Powered Trading Infrastructure

How 25 AI agents debate every trade across 4 layers — HMMs for regime detection, Heston vol surfaces, phase space reconstruction, and Avellaneda-Stoikov market making. Full architecture with Python code.