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Why 300 Trades, Not 30 or 3,000: Choosing a Learning-Activation Threshold for a Self-Learning EA
A self-learning EA's Phase A/Phase B design raises an obvious question: why 300 tr…
Managing a 4-Timeframe, 5-Indicator Stack and Broker-Safe Pip Math in an MT5 EA
A confidence-scoring EA that reads Trend, Momentum, and Structure across four separate…
The Pullback-Confirmation Entry Rule That Fixed a Simple EMA Crossover EA
A raw EMA 9/21 crossover, even filtered by an EMA 50 trend direction, still fires on s…
Why Session and News Filters Get the Lowest Weight in an MT5 EA's Confidence Score
In an 8-factor confidence scoring system, Structure and SMC each carry an 18-point wei…
Why We Scrapped a 182-Trade Backtest Instead of Patching It: A Contaminated-Training-Data Lesson
A backtest that's already 182 trades in, running at a 1.2 profit factor and an 82.…
Consolidating Partial Closes and Fixing MT5's Double-Firing Bug in an EA's Trade Log
A self-learning EA is only as trustworthy as the trade log it learns from. If a single…
Drawing a Live Dashboard on an MT5 Chart: Canvas-Based Equity Curve and Confidence Gauge
Most MT5 EAs run invisibly — a trader has to check the terminal's trade history or…
Small-Profit Basket Closing: A Real-Time Opposite-Trade Safety Net for an MT5 EA
A stop-loss guarantees a maximum loss. It doesn't guarantee a profit, or even a br…
Percentage-Risk Sizing and Correlation Filtering in an MT5 EA (No Martingale, No Grid)
A confidence score can tell an EA when to enter a trade, but it says nothing about how…
Grading Structure Breaks in an MT5 SMC EA: The V1.49 Structure Scoring Redesign
A confidence-scoring EA is only as good as the inputs feeding each category. The origi…
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