Building Real Trading Systems

Provisioning cloud infrastructure is a common step when moving trading systems from local development to production. This guide shows how to deploy an Ubuntu 24.04 EC2 instance and connect it to Interactive Brokers.

Low correlation between strategies does not guarantee independence. Hidden dependencies between trading strategies can create concentrated portfolio risk, especially during regime shifts where correlations suddenly converge.

How do you execute $100M orders across 10+ crypto exchanges without moving the market? This deep-dive covers the infrastructure behind institutional trading systems: market data pipelines, smart order routing, execution quality metrics, and building for failure.

A production-ready async runtime architecture with explicit supervision and restart discipline, built to keep trading systems correct under failure, stress and load spikes.