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Notes from running backtests for a living

Written for traders who want the mechanics, not motivation. Mostly about the ways a strategy can look profitable on screen and lose money in an account.

Why your backtest doesn't match live results

Six causes, ranked by how often they turn out to be the culprit — look-ahead bias, missing costs, sample size, regime change, execution assumptions and plain curve fitting. With a way to diagnose which one is yours.

The real cost of an intraday trade in India

Brokerage, STT, exchange transaction charges, GST, SEBI turnover fee and stamp duty — worked through on an actual Bank Nifty options round trip, and what it does to a strategy that looked profitable without them.

How to stop your Pine Script from repainting

The three patterns that let a script see the future — unclosed bars, careless request.security() calls, and mutable series — plus the fix for each and how to prove your script is clean.

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