Building a trading bot in public offers a rare look at the harsh realities of algorithmic development. Most bots ultimately crash because of a fundamental misunderstanding of backtesting. It is not enough to test over a few weeks or months; true validation requires analyzing the complete historic data available for a coin. Developing a robust system starts with data availability—trying to build a strategy on a newly established coin without sufficient historical depth is a recipe for disaster. This breakdown highlights the critical importance of extensive backtesting and data depth for anyone looking to build serious trading systems.
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