Guide: How to Build a Regime-Aware Crypto Trading Bot in 2026

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A 2026 technical guide published on DEV Community outlines how to build a cryptocurrency trading bot from scratch using Python and TypeScript. The guide highlights that the competitive edge in bot trading has shifted from simply running a bot to building one that adapts to changing market conditions, such as bull or bear regimes. It recommends using exchange APIs from platforms like Binance.US, Coinbase Advanced, Drift, and Hyperliquid, with the CCXT library serving as an abstraction layer across venues. The tutorial covers fetching market data, implementing a Simple Moving Average crossover strategy, and incorporating derived data such as funding rates and regime classification. Proper position sizing and regime-aware logic are emphasized as key factors that differentiate effective bots in the current landscape.

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