August 6, 2026 · Where the numbers play.
Methods & Data

Backtesting Without Fooling Yourself

Backtesting Without Fooling Yourself

Every backtest is a machine for manufacturing false confidence unless you defend against leakage: information from the future contaminating the past. We catalogue the seven leaks we’ve caught in our own work.

Rule one: if a backtest looks too good, it is. Audit before you celebrate.

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