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Katie Academy

Guided pathways

Explore the archive by track.

Start with the framework that matches the problem you are solving, then work outward into adjacent tracks as your edge becomes clearer.

Order Flow & Execution

Order Flow & Execution

4 articles

Master the mechanics of how markets actually move. Understand order flow, execution dynamics, and the micro-structure that drives price action.

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Introduction to Order Flow Trading: A Deep Dive into the Heart of Market Dynamics

Order flow trading is a sophisticated and dynamic approach to trading that empowers traders to understand the real-time intentions of market participants....

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Risk

Risk

4 articles

The math of survival. Position sizing, risk-to-reward, and the frameworks that keep you in the game when others blow up.

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Dynamic Position Sizing: The Math That Saves Portfolios

The “Freaky Friday” Problem We have all been there. You are riding a massive trend—maybe it’s Silver, Cocoa, or the latest AI runner. The P&L is vertical. You...

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Psychology & Mindset

Psychology & Mindset

4 articles

The inner game of trading. Rewire your psychology, master patience, and build the mental frameworks that separate operators from gamblers.

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The Neuroscience of Revenge Trading: Why Your Brain Sabotages Your Portfolio (And How to Fix It)

If you have ever stared at a screen after a losing trade, felt a sudden rush of heat, and immediately clicked “buy” again just to “make it back,” you have...

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Systems & Process

Systems & Process

4 articles

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

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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...

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Macro & Context

Macro & Context

7 articles

Read the bigger picture. Macro regimes, commodity cycles, portfolio construction, and the structural forces shaping markets.

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The Great Reversal: Navigating the Onset of a New Economic Regime

For decades, the global economy operated under a specific set of rules—a “Great Moderation” characterized by low inflation, falling interest rates, and...

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Strategy

Strategy

8 articles

Applied edge. Volatility frameworks, belief extraction, noise navigation, and the practical strategies that generate returns.

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Systematic Trading in a Shifting Market

The Reality of Modern Systematic Investing In the financial markets, prevailing narratives are frequently wrong. Assumptions must be rigorously double-checked,...

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