My approach is strictly rules-based: fixed risk per trade, signals on closed bars, and hard stops on every position. I don't build grids, martingales, or curve-fitted strategies that blow up when market regimes change.
Before I publish or deploy any system, it goes through out-of-sample cross-validation, Monte Carlo simulations, and execution delay testing to verify that the edge survives real broker friction.
Always test on demo first. If you have questions about settings, risk rules, or custom architecture, feel free to reach out via direct message.
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