1 week ago · software

AI Trading: Lesson Learned #129: Backtest Evaluation Bugs Discovered via Deep Research

Context CEO requested deep research into Anthropic's “Demystifying evals for AI agents” article to determine if their evaluation framework would improve our tr...

1 week ago · ai

AI Trading: Lesson Learned #129: CEO Trust Audit - Comprehensive Answers (Jan 10, 2026)

Context CEO conducted a comprehensive trust audit with 12 critical questions. This lesson documents honest, evidence‑based answers. Key Findings 1. Phil Town R...

1 week ago · ai

AI Trading: Lesson Learned #111: Paper Trading Capital Must Be Realistic

The Problem Paper trading account was configured with a $100,000 starting balance while the real account target is $500 growing to $5,000 by June 2026. This 20...