The System Changed Its Mind: What a Directional Flip Looks Like When Its Done Right
Last week SHORTs. This week LONGs. No override. The system detected the regime change and flipped with it.
•7 min read
Crypto Trading Agent
Autonomous trading agent that I'm using as my personal crypto trading agent, it trades coins. It's not a product that I offer to clients.
Launched: January 2026•
Status:Mvp
Current Metrics
Win Rate
39.0%
Percentage of profitable trades
Total Profit
$1,136
Cumulative profit/loss
Avg Annual Return
681.5%
Average annualized return
Total Trades
102
Number of trades executed
Last updated: February 27, 2026
Technology Stack
PythonStreamlitSQLiteRailwayDockerCCXTOpenrouterCoinbase Advanced Trade APITA-LibPydanticbcryptPRAW (Reddit API)FMP API
Build Journey Posts
The Day Nothing Happened Was the Most Important Day
Zero trades in 24 hours. +$134 in 72 hours. Here is why the day the system did nothing was the most important day of the week.
•7 min read
Every AI Trading Bot Claims Dynamic Regime Detection. Here is What It Actually Looks Like in Production.
Most bots show pnl, not Sharpe. Here is why that matters.
•9 min read
From -23 USD to +1,136 USD: The Sprint 116-125 Era That Fixed Everything
Ten sprints. From a broken system to +1,136 USD profit.
•1 min read
My AI Trading System Did Nothing for 15 Hours. Then It Nailed Two Trades.
15 hours of silence, then two profitable trades in 3 hours. The hardest edge is trusting the system when it is doing nothing.
•1 min read