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After the changes made, the Gold Coin M5 Expert Advisor operates consistently between test, demo and live, applying multi-timeframe trend filters, time and spread controls, avoiding hedging, limiting the number of trades to 5, using increased lots in a non-linear way and protecting each operation with fixed SL/TP. The trailing stop protects potential profits. Any restart of the platform does not cause the EA to lose control over open operations, ensuring continuity in management and compliance with the strategic logic.