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Backtests

Backtesting Random Trading Signals

Backtesting Random Trading Signals: From Chaos to Code

A backtest of random trading signals on NQ futures - from seed 42 experiments to massive 10,000-generator ensembles. Explore probability patterns, profit curves, and what happens when chaos meets code.
Anup Shinde 11 Aug 2025
Trader who is winning too often, but making less and losing more - starts to doubt trading

The Trader's Accuracy Trap: Why Winning Too Often Can Break You

Many traders chase high win rates, but this can backfire on them. Learn why low reward-to-risk setups can break you, even if you’re often right.
Anup Shinde 18 Jul 2025
Simple strategy backtested using ChatGPT

How to Backtest a Simple Trading Strategy Using ChatGPT

I used ChatGPT to backtest an EMA + ATR system with stop-loss, slippage, commissions, take-profit, and real P&L tracking.
Anup Shinde 23 Jun 2025
The Backtester’s Edge

The Backtester’s Edge: How Code and AI Transform Your Strategy Game

Manual backtests build feel, but code (or AI tools) helps you test faster and uncover deeper insights.
Anup Shinde 23 Jun 2025

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