Strategy

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. ...

Backtesting and live trading are two sides of the same algorithmic coin. If you’re using an open source trading platform like Backtrader, Freqtrade, or QuantConnect Lean, understanding the difference — and the caveats — between these two stages is critical. What Is Backtesting? Backtesting is the process of simulating a trading strategy on historical market data to evaluate its performance. Goal: Test ideas without risking real capital Benefits: Fast iterations, insight into potential drawdowns and profitability Tools: Most open source platforms include robust backtesting engines ✅ Think of it as the strategy lab — no real money, no real consequences. ...