Why Most Trading Bots Fail: OctoBot Integration with Kiploks for Strategy Robustness Analysis

The deeper I dive into strategy robustness testing , the clearer one thing becomes: most trading bots and ready-made strategies are designed in a way that creates the illusion of stable profits. Nice backtests, impressive equity curves, high ROI, all of this makes it look like "the money is almost guaranteed". In reality, the outcome is usually different. You spend weeks or even months optimizing a strategy, and eventually you either face strategy degradation or lose real money when the market behaves differently than expected. In this series of articles, I'll try to demonstrate why this happens. In the next posts, I will also analyze the weak points of popular trading solutions and strategies integrated into Kiploks . Kiploks + Freqtrade Integration - The First Step In the previous article, I described how I integrated Kiploks with Freqtrade . The integration works reliably and allows you to see more than just "profit". It evaluates the mathematical validity of a strategy : resistance