Library

Research & reference.

Educational content on quantitative and algorithmic trading — built for serious discretionary traders who want to sharpen their edge.

Handbook · v1.0

Trading Systems Handbook — Design, Test, Operate

A complete reference on building a rule-based strategy end to end: system anatomy, edge & expectancy, position sizing & risk of ruin, archetypes, data, backtesting, overfitting, performance metrics, robustness, going live, execution, monitoring, and psychology. Sections 01–17.

Edge & expectancyPosition sizingBacktestingWalk-forward

Handbook · v1.0

LLMs in Trading — Where Language Models Belong in a Trading System

Where language models belong in a trading system — and where they must never be: design-time collaboration vs deterministic runtime, the failure-mode catalogue, sealed LLM-backed inputs, model-knowledge leakage, reproducible backtests, statistical gates, and LLM-free risk control. Sections 01–14.

LLMSystem DesignDeterminismBacktesting

Part I of II

Technical Analysis Handbook — Foundations & Core Tools

Candlesticks, market structure, support & resistance, trendlines, patterns, trend indicators, momentum oscillators, volatility & volume, and Fibonacci. Sections 01–10 of the complete handbook.

Market structureChart patternsRSI · MACD · ATRFibonacci

Part II of II

Technical Analysis Handbook — Advanced Playbooks

Confluence, Elliott Wave, Wyckoff, smart money & order flow, multi-timeframe analysis, risk & execution, backtesting, psychology, and a complete workflow. Sections 11–21.

ConfluenceElliott WaveWyckoff / SMCRisk & execution

Handbook · v1.0

Market Regime Detection

Detecting trend-following versus mean-reversion and volatility regimes on a CFD index and FX majors — statistical tests, indicator filters, probabilistic and ML models, strategy wiring, and backtesting discipline.

Regime FiltersTrend-FollowingMean-ReversionBacktesting