top of page


ES Put Ratio Spread Trading Bot: Complete Strategy Breakdown, Pseudocode Walkthrough, and How to Build It on a Professional Trading Bot Framework
Deep-dive into an automated trading bot that combines an ES futures put ratio spread with long VIX calls, dynamic delta hedging, Black-76 options pricing, and multi-layer risk management. Full pseudocode included — plus how to deploy it on a production-grade algorithmic trading framework.
Bryan Downing
Jul 2021 min read


How to Use C++ and Python Coding for Visualizing Options Payoffs Diagrams
Unveiling the Secrets: New C++ and Python Coding Samples for Visualizing Options Payoffs Diagram
Bryan Downing
Jan 28, 20253 min read
bottom of page