Systems & Process

Build repeatable edge. Systematic approaches, backtesting methodology, and the mathematical foundations of consistent trading.

4 articles

Systems & Process

The 4 Pillars of Backtesting: How to Distinguish Winning Strategies from Statistical Noise

In the world of algorithmic trading, backtesting is often the siren song that leads traders onto the rocks. It is enticingly easy to find a strategy that...

Dec 7, 2025 · 5 min read

Systems & Process

The Mathematical Edge: Why The "Casino Mindset" is The Only Way to Win at Trading

If you walk into a casino, you will see bright lights, free drinks, and thousands of people hoping to get lucky. The players are emotional, reactive, and...

Dec 4, 2025 · 6 min read

Systems & Process

The Architecture of Edge: From Systematic Trend Following to the Total Portfolio Approach

In the landscape of modern finance, the divide between the “artist” (the discretionary stock picker) and the “scientist” (the systematic quant) has largely...

Nov 28, 2025 · 6 min read

Systems & Process

The Systematic Edge: 6 Foundational Lessons Learned from Stress-Testing 100+ Strategies

After years spent in the trenches—backtesting, optimizing, and ultimately trading over a hundred quantitative strategies—I’ve learned that the line between a...

Nov 13, 2025 · 7 min read