Research harness / paper trading
Kalshi BTC Perps Monitor
I built this to test whether a short-term BTC strategy was worth trusting before it ever touched real money.
It pulls live Kalshi data, signs requests, simulates long / short / flat trades, and records every decision. A strategy only graduates from paper mode if it survives fees, slippage, and multi-week holdouts; live ordering stays disabled by default.
