Blog
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Magic Number Collisions Are Quietly Eating Your Portfolio EA Account
A common problem on multi-EA accounts: money lost in ways no single EA can explain. Running two or more EAs on the same account only works safely when every EA…
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Your EA’s Position Sizing Is Wrong When You Have More Than One Trade Open
Picture an EA rescue brief like this: a multi-position strategy with excellent single-trade backtest results and inconsistent live performance whenever the market moves against two or more open positions at…
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DRL Agent Deployment: What Breaks Between Training and Live
Most DRL agent deployment failures are not model failures — they are feature parity failures, and they produce no error message. Consider a DRL agent that converges cleanly: reward curves…
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What Goes in a DRL Trading Agent’s Observation Vector
Consider a PPO agent trained for 2 million steps on EURUSD 15-minute data that shows flat reward curves across all 5 seeds. Switching to SAC changes nothing. Adjusting the learning…