From Thousands of Hypotheses to One Working Strategy
A system born from rigorous testing and real losses.
My name is Alex. I have been doing algorithmic trading for three years. Along the way there were hundreds of strategies, several websites and thousands of tests — and most ideas broke against reality: either the algorithm hid look-ahead bias, or over the long run the result slid to 50/50 and exchange fees slowly ate the deposit.
The market is full of scammers trading "on intuition" and passing off wishful thinking as reality. My goal was to find a true mathematical edge—a statistically valid strategy that works transparently on large datasets.
In spring 2026 CAFE — Crypto ATR Fractal Engine — grew out of that experience. Since 25 May 2026 every signal has been recorded in a real-time forward test; the engine has been tested on 5 years of history and trades a live account. I do not guess — I test, and I show the results, losses included.
