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Tyler Reynolds

AI Trading Systems

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I write about using AI to trade better

The future of trading is autonomous. Here's how I'm building it.

February 2026

  • How Our 7-AI Ensemble Caught the NQ Reversal
  • Walk-Forward Optimization: Why Most Backtests Are Lies
  • I Built 172 Trading Bots. Here's What Actually Works.
  • Using Institutional Flow Data to Time Futures Entries

January 2026

  • 3-Tier Failover: How I Eliminated Trading Downtime
  • The Volume Threshold Bug That Almost Cost Me Everything
  • Rust vs Python: Why I Rewrote My Backtester in Rust
  • Dark Pool Signals + AI = Edge? My Real Results

December 2025

  • My AI Trading Stack: From Data to Execution
  • Token Expiry Almost Killed My Bot. Here's the Fix.
  • Per-Bar vs Per-Trade Sharpe: The Silent Strategy Killer

November 2025

  • Monte Carlo Validation: Stress-Testing Your Edge
  • Options Flow Analysis with AI: A Step-by-Step Guide
  • Why I Trade Micro Futures (And You Should Too)
  • Building a Self-Healing Trading Bot Architecture

October 2025

  • The Forex Scalper That Lost $1,515 in 95 Minutes
  • Confidence Thresholds: Finding Your Trading Bot's Sweet Spot
  • GEX Levels + AI: Reading the Options Market Maker Playbook

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2026 — Built by Tyler Reynolds. Not financial advice, only for educational purposes.