Guides for traders who want data, not hype

Quantitative trading, ICT/SMC concepts, prop firms, and how to use AI without fooling yourself.

FVG, Order Blocks and liquidity: ICT/SMC concepts explained without the hype

Not a secret bank code, not astrology: a language for reading structure and liquidity. What each concept is and how they connect into a tradeable sequence.

Process

How to keep a trading journal that actually improves your trading

What to log (30 seconds per trade), which slices to look at — by setup, session and emotion — and how to put a monthly number on the cost of FOMO.

Prop firms

How to pass a prop firm: the trailing drawdown explained once and for all

The rule that burns more Topstep and Apex accounts isn't the daily loss: it's the floor that chases you. With numerical examples.

Validation

How to validate your trading strategy with Monte Carlo simulation

Your equity curve is ONE of the thousands that could have happened. Monte Carlo shows you the others — and whether your "edge" survives bad luck.

Risk management

Risk of ruin: the metric that decides whether you're still trading next year

Win rate and profit factor don't tell you if you'll blow up. Risk of ruin does. What it is, how to calculate it and how to lower it (Kelly included).

AI + ICT/SMC

AI prompts for ICT/SMC trading: how to ask AI for analysis that's actually useful

"Analyze the chart" produces generic garbage. A prompt with multi-timeframe structure, concrete ICT concepts and risk management doesn't.