In the previous parts of this series, I showed how I generate strategies, how I filter entire groups of builds, and how I gradually move

Turning Market “Weather” Into a Systematic Input for Risk, Allocation, and Adaptation Introduction: Regimes Are Not Predictions Regime detection is often misunderstood as a way

In the previous article, I explained how I organize my StrategyQuant builds, how I filter large groups of generated strategies, and how I identify combinations

Knowing When a Trading System Is Healthy, Degrading, or Already Dead Introduction: Why Profitable Systems Still Fail Most trading systems do not die suddenly. They

In the previous article, I explained the broader idea behind how I generate and sort trading algorithms. The main principle is simple: I do not

Introduction: Why Backtests Fail Traders Most trading strategies do not fail because their logic is flawed. They fail because their evaluation process is structurally naïve. Backtests

How I Generate and Sort Trading Algorithms: An Introduction to the Process Most traders start with a market and try to force a strategy onto

I’ve traded since 2015 — Forex first, then equity indices, and gradually I replaced isolated ideas with testable algorithms, portfolio construction and live monitoring. This

A trading system isn't a signal you discover — it's an architecture you assemble from parts. Change the question from "when do I buy?" to