Trading Platforms and Software
This section covers the tools traders actually build with: Python libraries for research and execution, TradingView's Pine Script for chart-based strategy logic, MetaTrader's Expert Advisors, and the market-data APIs that feed all of them. Each tool has a different learning curve and a different ceiling, and the right choice depends on whether you're prototyping an idea, running it live, or somewhere in between. We also review specific trading bots and platforms on their documented features and limitations, not on marketing claims, and we note when a platform's data feed or execution model changes what a strategy can realistically do.
Related: Broker and Platform Comparisons · Automated Trading Fundamentals
Python Libraries for Backtesting: A Practical Comparison
What pandas, backtrader, and vectorbt are each best suited for.
Read more →Getting Started with Pine Script on TradingView
The syntax and structure behind a basic strategy script.
Read more →MetaTrader Expert Advisors: How They Actually Work
The event-driven model behind an EA and where beginners get stuck.
Read more →Choosing a Market Data API: Cost, Latency, and Coverage
What to check before building a system around a data provider.
Read more →All new posts across every category.
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