Learn: honest trading mechanics
Plain-English guides to backtesting, strategy statistics, and automation — written the way we build the product: denominators stated, no profit promises, verification before belief.
- Candlestick Patterns Cheat Sheet — with Real Measured Win Rates
A candlestick patterns cheat sheet with a difference: real win rates measured across millions of forex candles, not textbook folklore. See which patterns actually carry an edge.
- What Is Backtesting in Trading?
Backtesting means replaying a trading strategy over historical data to see how it would have performed. Here is how it works, what it can and cannot tell you, and the traps that make most backtests lie.
- Free Forex Backtesting — No Code Required
Backtest forex strategies free, in the browser, without writing code: pick a template, set your rules and costs, and get honest statistics — win rate, profit factor, drawdown — over years of data.
- TradingView Backtesting: Why the Tester, Other Engines, and Live Fills Disagree
TradingView's strategy tester is a good start — but its results often differ from other engines and from live trading. Here is exactly where the differences come from, and how to verify a strategy across engines.
- Profit Factor: The One-Number Summary of a Strategy's Edge
Profit factor is gross profit divided by gross loss. Learn the formula, what values are realistic, why 'infinite' profit factor is a red flag, and how it relates to win rate and expectancy.
- Maximum Drawdown: What It Is and Why It Breaks More Traders Than Losses Do
Maximum drawdown is the largest peak-to-trough loss an account suffered. Learn how it is measured, why it is the number that breaks traders psychologically, and how to read it in a backtest.
- Win Rate and Expectancy: Why 40% Can Beat 70%
A 40% win rate can be highly profitable and a 70% win rate can lose money. Learn how win rate and expectancy work together, how break-even trades distort the math, and what to check in any backtest.
- The Evolution of Trading: From Manual to Automated
From open-outcry pits to point-and-click screens to rule-based automation: how retail trading became automatable, what actually changed, and the one step most traders still skip.
- Forex Trading Simulators: Backtest, Replay, or Demo?
A forex trading simulator lets you test strategies and practice execution with zero risk. Learn the difference between backtesting, replay simulators, and demo accounts — and when to use each.
- How to Automate a TradingView Strategy — Safely
TradingView alerts can drive real broker orders through webhooks. Here is how the pipeline works — Pine Script, alerts, webhook bridges, broker APIs — and the verification step that keeps it from going wrong.