How to Backtest a Trading Robot on Historical Data: A Step-by-Step Guide

Algorithmic trading is often seen as a solution that removes the emotional element from trading. However, even the most advanced trading bot cannot guarantee protection from losses without a proper risk management system. A profitable strategy can quickly turn into a failure if there are no safeguards in place. In this article, we explore why...

Automated trading doesn’t mean giving up control. Even if your robot follows an algorithm precisely, you must regularly monitor its performance to catch deviations, fine-tune the strategy, or prevent potential losses. This article outlines the most important metrics to track, how to interpret reports in trading terminals like MetaTrader, and what to do when results...

Algorithmic trading during economic news releases is a powerful yet risky tool. At times of high market volatility, triggered by major data releases, trading bots can deliver substantial profits — provided they’re properly configured. This article explains how news-trading bots work, which strategies they use, and what to consider when leveraging volatility in your favor....

Choosing the right timeframe is one of the most important aspects of developing and fine-tuning a trading bot. It determines the frequency of trades, the strategy logic, and even the level of risk. A poorly chosen interval can turn a profitable strategy into a losing one. This article explains how different timeframes affect a bot’s...

Automated trading doesn’t have to be expensive. With the right approach, you can launch a working bot setup with just $100–200. Here’s how to automate your trading operations even with limited resources. What Affects the Cost of Automation By choosing free or low-cost tools, traders can significantly cut startup costs. Budget-Friendly Tools for Algo Trading...

Even a well-designed trading bot doesn’t guarantee consistent profits. The market constantly changes, and without regular optimization, any algorithm can become outdated. To ensure stable income, traders must systematically review and adapt their bots. Why a Trading Bot’s Profitability Drops There are many factors that affect the stability of algorithmic trading: While external market shifts...

Even if a trading bot used to perform well, its profitability may suddenly decline or even turn into consistent losses. This doesn’t always mean the algorithm is broken — more often, it means it no longer matches current market conditions or one of the key settings has been disrupted. Let’s explore why a trading robot...

Key Factors to Consider Before Buying a Trading Bot Before you buy a robot, carefully check the following criteria: Risks of Buying Unknown Algorithms Many beginners purchase bots through forums or Telegram channels without proper verification. This can lead to serious issues: To reduce these risks, stick to verified marketplaces and follow the tips from...

Even the best algorithmic strategy can lose its edge. Markets evolve — and so should your robot. Relying on the same version for months (or years) without adjustments may turn a profitable bot into a losing one. Why Updates Are Necessary Without updates, you risk relying on outdated logic. Learn how performance can degrade over...