In trading, the terms strategy and system are often used interchangeably. But they are not the same thing. And understanding the difference can completely change how you approach the market, especially when it comes to automation. What Is a Trading Strategy? A strategy is the idea behind a trade...
If you’ve ever looked at trading systems or EAs, you’ve probably seen this used as a selling point: “90% win rate” “95% accuracy” “Almost every trade wins” At first glance, that sounds exactly like what you want. But in reality. A high win rate can be one of the most misleading metrics in trading...
I Built 50 EAs. Only 3 Were Worth Keeping. You're not here to read about my journey. You're here because you want an EA that actually works. One that runs on your account, trades with discipline, and doesn't blow up after two weeks. One you can trust when you're not watching the charts...
Part 4: Building Trading Logic Using Python After understanding market structure, support and resistance, and building a simple trading strategy, the next step is to convert these ideas into structured trading logic using Python...
Part 3: Building a Simple Trading Strategy After understanding market structure and support and resistance, the next step is to combine these concepts into a simple trading strategy. A trading strategy is a set of rules that helps you decide when to enter and exit the market...
Part 2: Support and Resistance — The Most Important Levels in Trading In the previous post, we discussed market structure and how price moves in trends or ranges. However, knowing the direction alone is not enough. Traders also need to understand where price is likely to react...
Part 1: Understanding Market Structure — The Foundation of Trading Many beginner traders struggle with one common problem: inconsistency. They often enter trades based on indicators, signals, or emotions without truly understanding how price moves...
Part 0: My Plan — From Mobile Python (CSV) to EA Development I want to build a complete trading system starting from scratch using only my smartphone, Python, and real market data...
Greetings ! At the request of the users , I have described all the settings so that you can always make your own settings . It 's not a closed system or a black box , so everything is accessible and regulated ! I hope this will help you create something special...
Hey everyone, Gold has been an absolute rollercoaster this week with the US-Iran-Israel war headlines flying non-stop. Ceasefire talk one minute, fresh threats the next, safe-haven money rushing in and out...
There is a pattern most experienced traders eventually recognize, usually after paying for it. A gold EA shows smooth equity growth, clean recovery after losses, and what looks like intelligent adaptation to market conditions. It may run for weeks or months without visible stress...
In the MQL5 ecosystem, it is not uncommon to see a newly launched gold Expert Advisor deliver impressive early results—only to deteriorate within a matter of weeks or months...
In algorithmic trading, simplicity is often mistaken for robustness. The idea that a single “high-quality” indicator can consistently extract alpha—especially in a market as structurally complex as XAUUSD—is not just outdated, it is empirically fragile...
There’s a big difference between theory and reality in trading. You can have clean backtests, optimized settings, and promising simulations. But none of that really matters until the system performs under real conditions, especially inside a prop firm challenge. Why a Prop Firm Challenge...
Introduction You found a great EA. The backtest looked solid. Consistent equity curve, reasonable drawdown, good risk/reward. You ran the optimization, picked the best parameters, and went live. For a few months, it worked. Then it didn't.The drawdown stretched longer than the backtest suggested...
Institutional Risk Modeling: Understanding Value at Risk (VaR) in MetaTrader 5 Amateurs focus on how much money a strategy can make. Institutional quants focus entirely on how much money a strategy can lose...
Dhokiyas Market Screener User Guide Welcome to Dhokiyas Market Screener This guide explains everything from installation to advanced usage so you can use the product correctly and understand how to read signals, configure settings, and avoid common mistakes. 1...
The Impossible Coin — Optimisation Settings The Impossible Coin is a BTCUSD session breakout + momentum continuation EA for the M5 timeframe. Default parameters are genetically optimised through a 4-round pipeline (R0→R3) and work out of the box on any broker offering BTCUSD...
New to Prime ACE Strategy? Please start with the public setup guide below before reading the rest of this post. [Setup Guide] Prime ACE Strategy Setup Guide - Trading Systems - 11 April 2026 - Traders' Blogs [ Introduction video ] https://www.youtube.com/watch?v=TMv4Zv7w5Zs...
