Building
Autonomous Perpetuals Trading
Autonomous crypto perpetuals trading with multi-source research and a custom epistemological framework for signal evaluation.
Every trading signal must have an articulated causal mechanism. Funding rate works because crowded positioning is self-liquidating. Cumulative volume delta reveals intent before price moves.
Six causal signals feed a weighted gate that only fires when sufficient market structure alignment exists. Trades perpetual futures on Hyperliquid across BTC, ETH, SOL, XRP, and CRV.
The epistemological layer is crucial since the system should continuously validate whether each signal's causal mechanism still holds. If the edge erodes, the system should know.
Six causal signals feed a weighted gate that only fires when sufficient market structure alignment exists. Trades perpetual futures on Hyperliquid across BTC, ETH, SOL, XRP, and CRV.
The epistemological layer is crucial since the system should continuously validate whether each signal's causal mechanism still holds. If the edge erodes, the system should know.