Concordal
协奏
The Decision Dialectic · Concord
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BACKTEST
Replay the agents on history
Strict no-lookahead is enforced at the data layer.
Run backtest
Cross-validate with Backtrader
Replay each strategy through the battle-tested Backtrader broker simulator. Differences >0.5pp annualised return are flagged — a free bug detector.