UneditedEverything here is real and unedited. Every number on these pages is generated automatically by the live system and published as it is: losses, mistakes and bad days included. Nothing is selected, smoothed, back-filled or hidden, and nothing is changed by hand to make it look better. The money is simulated (paper trading); the market data, the news and the AI agents' decisions are real. This is a personal research project, not a trading service, and nothing here is investment advice.
Live · 14 trading days
A simulated trading firm run by AI agents: researchers, long and short traders, options traders, a risk manager and a portfolio manager. Every desk is measured against a random desk that trades just as often, and challengers compete for each seat every three weeks.
Python · Claude API · Alpaca · always-on cloud server
S&P 500, same period
−2.87%
Research · live paper test
A dip-buying strategy for large US stocks, built on point-in-time data and an event-driven backtester and tested against random picks. It beat the index on a risk-adjusted basis in its held-out test, then failed an older, untouched one. Both results are shown.
Python · pandas · SEC EDGAR · GitHub Actions
Live paper, since 12 Oct
−0.59%
S&P 500, same period
−2.88%