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Short essays about leveraged ETF backtesting, strategy design, and the mistakes that make investors trust the wrong chart.

Expect practical articles about backtesting, risk, and how to interpret strategy results without fooling yourself.

April 1, 20267 min read

Will Leveraged ETFs Make Me A Millionaire?

The real question is not whether millionaire outcomes are possible, but what contribution, timeframe, and probability make that goal realistic.

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March 31, 20266 min read

Stop Asking How Much You Could Make

The better question is often whether your strategy can reach the amount you actually need, often enough, within the time you have.

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March 30, 20266 min read

Why Your Best Backtest Might Be the Most Dangerous One

A single beautiful chart can hide the biggest risk in backtesting: false confidence caused by a lucky start date.

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