Algorithmic trading insights, strategy analysis, and platform updates from Aura Alpha. https://auraalpha.cc/blog en-us Thu, 19 Mar 2026 12:00:00 GMT Copyright 2026 Aura Alpha Holdings LLC shawn@auraalpha.cc (Shawn Gallup) https://auraalpha.cc/images/icon-192.png https://auraalpha.cc/blog https://auraalpha.cc/blog/how-we-built-83-backtested-strategies A deep dive into the methodology behind Aura Alpha's 83 algorithmic trading strategies — from signal generation and backtesting across 1,132 symbols to walk-forward validation and the risk controls that keep them robust. shawn@auraalpha.cc (Shawn Gallup) Thu, 19 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/how-we-built-83-backtested-strategies https://auraalpha.cc/blog/congressional-stock-trading-tracking-congress Members of Congress are required by law to disclose their stock trades, and the data shows they consistently outperform the market. Here's how the STOCK Act works, what the data reveals, and how to track politician trades on Aura Alpha. shawn@auraalpha.cc (Shawn Gallup) Thu, 19 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/congressional-stock-trading-tracking-congress https://auraalpha.cc/blog/trading-bot-risk-management-guide Returns get the headlines, but risk management determines whether your trading bot survives. This guide covers kill switches, drawdown limits, position sizing, correlation risk, and regime detection — the essential safety systems every automated trader needs. shawn@auraalpha.cc (Shawn Gallup) Thu, 19 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/trading-bot-risk-management-guide https://auraalpha.cc/blog/what-is-algorithmic-trading Algorithmic trading uses computer programs to execute trades based on predefined rules. Learn the fundamentals, how it works, and why it's transforming how retail and institutional investors approach the markets in 2026. noreply@auraalpha.cc (Aura Alpha Team) Sun, 15 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/what-is-algorithmic-trading https://auraalpha.cc/blog/ml-regime-detection-beats-the-market Markets shift between bull runs, bear crashes, sideways chop, and crisis events. Learn how Aura Alpha's machine learning regime detection system identifies these shifts in real-time and automatically adjusts strategy allocation. noreply@auraalpha.cc (Aura Alpha Team) Thu, 12 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/ml-regime-detection-beats-the-market https://auraalpha.cc/blog/paper-trading-vs-live-trading Paper trading is essential for strategy validation, but staying in simulation mode forever means missing real opportunities. Here's a framework for knowing when you're ready to go live — and how to manage the transition. noreply@auraalpha.cc (Aura Alpha Team) Sun, 08 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/paper-trading-vs-live-trading https://auraalpha.cc/blog/best-trading-strategies-2026 From momentum breakouts to ML-driven regime allocation, these are the five trading strategy categories delivering the strongest risk-adjusted returns in 2026's market environment. noreply@auraalpha.cc (Aura Alpha Team) Thu, 05 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/best-trading-strategies-2026 https://auraalpha.cc/blog/multi-region-diversification Most traders only trade US stocks. By expanding across 14 global regions, you reduce concentration risk, capture unique opportunities, and build a more resilient portfolio. Here's the data and the playbook. noreply@auraalpha.cc (Aura Alpha Team) Sun, 01 Mar 2026 12:00:00 GMT https://auraalpha.cc/blog/multi-region-diversification