Building automated crypto trading bots with copy trading — what I learned

Algorithmic trading is one of those areas where the gap between "sounds simple" and "is actually complex" is enormous. The basic loop sounds easy: watch prices, detect a signal, place an order. But production-grade algotrading infrastructure needs to handle exchange API rate limits, partial fills, order state reconciliation across disconnects, risk management overrides, and a dozen other edge cases that only show up when real money is on the line. That's what I spent months building into ZipDex . What ZipDex does ZipDex is a crypto trading automation platform with three main features: 1. Strategy bots Rule-based trading strategies you can configure without writing code. Common strategies like grid trading, DCA (dollar-cost averaging), MACD/RSI signal bots, and more. Set your parameters, connect your exchange API keys, and let it run. 2. Copy trading Follow other traders' strategies automatically. When a trader you follow opens a position, your account mirrors it proportionally. This is