The signal stack I built for prediction markets turns out to work on perpetual futures — with modifications. Here's how a 9-factor scoring engine, conviction-scaled leverage, and six independent risk gates become a perps trading system.
We built a 666-line candle engine with full TD Sequential integration into PolyEdge v3.0. Four days live, 97 closed trades, 91.3% win rate, and +$694.25 on $1,092 wagered. Here's what predictive signal layers do that reactive TA cannot.
The InDecision Framework ran for 7 years as a closed system — Python scorers feeding Discord and a trading bot. Turning it into a public API forced architectural decisions that changed how I think about signal infrastructure.
Seven years of trading data. Six factors. One framework that removes emotion from the equation. Here's how InDecision works — and why it outperforms gut instinct every time.
Smart traders lose for a specific reason: they can't tell the difference between skill and luck after the fact. Here's the cognitive bias that makes improvement nearly impossible — and how to break it.
Crypto is the most sophisticated dopamine machine ever built. Understanding the neuroscience isn't optional — it's survival.
Every dominant reserve currency in history has eventually lost that status. The US dollar is not exempt from historical forces — and the denial psychology around this is one of the most expensive cognitive biases an investor can carry.