https://forusers.org/ A community Q&A forum — real questions with clear, community-sourced answers. en-us https://forusers.org/b0d907b9-best-practices-for-algorithmic-trading/ https://forusers.org/b0d907b9-best-practices-for-algorithmic-trading/ Sun, 16 Aug 2026 07:51:58 +0000 algorithmic trading trading best practices algorithmic trading systems backtesting strategies The best practices for algorithmic trading involve dedicating 80% of your time to research and risk management, leaving 20% for coding. Many users emphasize that programming skills are essential for executing ideas, while a deep understanding of market mechanics and stringent risk controls provide the true edge. You must understand order types, liquidity, spread, and slippage before developing strategies, because a backtest that ignores execution reality is useless. Start with a clear hypothesis https://forusers.org/08884800-tips-for-algorithmic-trading/ https://forusers.org/08884800-tips-for-algorithmic-trading/ Tue, 11 Aug 2026 08:26:44 +0000 algorithmic trading algorithmic trading tips backtesting pitfalls risk management trading To succeed with algorithmic trading, you should spend the majority of your time on research and risk management rather than coding. Programming is simply a tool for execution, while your real advantage comes from understanding market mechanics and protecting your capital. Before building anything, you need clean data and a highly disciplined approach to backtesting. Users advise starting with a clear hypothesis and watching out for pitfalls like overfitting, look-ahead bias, and survivorship bia