Four deep-dive articles on the 0x8dxd case study ($313 to $414k), the order book trap, bot architecture, and the full EMOS pipeline. Join Discord for technical discussion.
Latency arbitrage, order book mechanics, adverse selection risk, and automating the math. For traders who want to go beyond manual execution.
4 articles · ADVANCED · Video breakdowns includedThe 0x8dxd case study ($313 to $414k). The 30-90 minute window between ECMWF/GFS model updates and market repricing. Arbitrage window has compressed to 2.7 seconds.
Adverse Selection Risk, the 1c/99c spread mechanics, and how institutional makers pick off retail traders during volatility. The Winner's Curse in market microstructure theory.
Kalshi REST API and WebSocket setup, implementing post_only: true for maker-only execution, rate limiting, and the minimum viable bot architecture for systematic order routing.
Pulling ECMWF, GFS, and NBM ensemble data, converting raw model runs to calibrated probability distributions, weighting across models, feeding output to automated entry decisions.
Every strategy in this chapter gets discussed live in the Discord before it becomes an article. Join now for early access to EV calculations and live trade setups.