Trading Bots

Interested in building your own trading bot? Explore our open source trading platforms and tools for more insights. Introduction Choosing the right programming language is a crucial step when building custom trading bots. Each language comes with its strengths and trade-offs, influencing development speed, performance, and ease of maintenance. Among the most popular choices are Python, Java, and C++. This article compares these three languages to help you decide which suits your trading bot project best. ...

Want to streamline your algo trading workflow? Check out our tool reviews and detailed guides. Why Use CI/CD in Algo Trading? CI/CD (Continuous Integration / Continuous Deployment) isn’t just for web apps — it’s an excellent way to automate testing, deployment, and version control for your trading scripts. Here’s why it matters: Ensure your code runs as expected after every change Automatically test logic before deploying live Deploy updates to cloud/VPS environments without manual effort 1. Basic Project Structure Organize your bot code like this: ...

Building with open source tools? Check out our curated reviews of trading frameworks. Why Debugging Matters in Algo Trading A single logic error or API misfire in a trading bot can mean serious losses. Whether you’re backtesting or live trading, robust debugging practices are critical for safety, performance, and confidence in your automation. Here are the best practices I follow when debugging my trading bots. 1. Log Everything — Smartly Instead of print statements scattered everywhere, use Python’s built-in logging module: ...

Want to dive deeper into open source trading frameworks? Explore our detailed reviews and comparisons. Why Trend Following? Before building any bot, I wanted a strategy that’s simple, robust, and proven. Trend following checks all the boxes — it’s based on price momentum and works across markets. The core idea is simple: Buy when the price is above a moving average. Sell when it’s below. With that in mind, I built a complete pipeline using only open source tools. ...

In a world increasingly dominated by automation and algorithmic strategies, open source trading platforms are becoming the go-to tools for retail traders, quants, and fintech developers alike. But what exactly are they—and why should you care? What Is an Open Source Trading Platform? An open source trading platform is a software framework for building, testing, and deploying trading strategies, with source code freely available for inspection, modification, and contribution. These platforms typically support: ...