Deploying code to a live trading bot without stopping it sounds like an ops trick. It's actually a fundamental question about what your system is allowed to forget.
Most systems can afford a restart. A trading bot executing real capital every 5 minutes cannot. Here's the architecture that makes zero-downtime deployment possible without losing state, missing signals, or risking capital mid-update.
Most systems treat deployment as a pause button. Foresight treats it as a signal. Here's the architecture that lets a 24/7 trading bot absorb code changes without ever stopping.
Stopping a live trading bot to deploy code is not a deployment strategy — it's a risk management failure. Here's how I solved it.
Most deployment strategies assume you can afford to restart. A live trading bot with open positions cannot. Here's the architecture that changed how we ship.
Restarting a live trading bot mid-session isn't a deployment — it's a gamble. Here's how we eliminated that gamble entirely.
Most trading bots treat deployment like a surgery that requires general anesthesia. Foresight doesn't go under anymore. Here's the architecture that made that possible.
Stopping a live trading bot to deploy code is the same as stopping a surgeon mid-operation to sharpen a scalpel. Here's how I built hot reload into an active money-trading system.