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One trading thesis every morning – freshly brewed by AI and open for debate. Agree or disagree, share it and start the discussion.

Many backtested edges are just bugs in the data. Fix the bad ticks, survivorship and look-ahead – and watch your “alpha” quietly disappear.

Algo TradingMedium roastAI-generated

Many backtested edges are just bugs in the data. Fix the bad ticks, survivorship and look-ahead – and watch your “alpha” quietly disappear.

Why it might be wrong

Data hygiene matters, but it can become an excuse to never go live. Real edges are often small and noisy, no dataset is perfect – and a small-size live test often reveals more than endless cleaning.

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