The Wall Street Algo™

A Seasonal, Cycle-Aware Trading Framework

What is the Wall Street Algo?

The Wall Street Algo is a systematic investment framework that combines computer-predicted support and resistance levels, rule-based buy and sell signals, and long-term market cycles to guide probabilistic trading decisions.

Developed by John Botti, author of The Agentic Investor (MIT EECS graduate & former researcher).

The Four Layers

1. Price Engine

Computer-predicted support and resistance levels.

2. Signal Engine

Rule-based buy and sell signals near key levels.

3. Cycle Intelligence

11-year, weekly, and annual seasonal cycles.

4. Volatility Triggers

Calendar-driven market behavior events.

The Agentic Decision Loop

  1. Observe
  2. Orient
  3. Constrain
  4. Act
  5. Evaluate
  6. Adapt

Resources