Agent Architecture
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The Odds API to Edge Detection: Building an End-to-End Agent Math Pipeline
Complete eight-step mathematical pipeline from raw odds ingestion through edge detection to trade execution. Covers vig removal with Shin's method, model prediction, Kelly sizing, portfolio correlation checks, and CLV feedback loops — with full Python code.
Read →BingX TradFi + Prediction Markets: The Agent Execution Stack Just Got a New Layer
BingX now offers TradFi perpetual futures via API. How to wire Kalshi and Polymarket signals into BingX for automated TradFi execution.
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