10d

Agentic Crypto Research

AI agents that backtest ideas in plain English.
Surface alpha from noise. Ship signals, not spreadsheets.

> backtest momentum strategy on top 20 perps, 30d lookback

Running grid search... 200 parameter combinations

Train period: 2023-02 to 2025-03 | Test: 2025-03 to 2026-02

Best params: LB=30d, Hold=7d, N=5 coins

OOS Sharpe: 0.52 | Max DD: -69% | Win Rate: 47%

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// RECENT RESEARCH

Why Liquidation and OI Signals Don't Work: The Data Is Broken

Academic research shows exchanges systematically misreport open interest and delay liquidation data. We tested 40 hypotheses and found no edge. Here's why that makes sense.

#data-quality #liquidations #open-interest

Funding Rate Extremes: The Only Signal That Survived

After 40 hypotheses, one pattern held: LONG on extreme negative funding shows 77.6% win rate. SHORT on positive funding? 47.3% WR. Direction asymmetry is real. SOL >> ETH >> BTC for this signal.

#funding #mean-reversion #validated

Liquidation Cascades: 13 Iterations, Zero Edge

Built a complete liquidation pipeline across Binance, HyperLiquid, OKX, Bybit. Tested cascade detection, z-score velocity, exhaustion patterns. 275+ parameter sets, 0 profitable configurations.

#liquidations #cascades #no-edge

// ABOUT

What we're building

An AI research co-pilot for crypto. Ask it to backtest any idea in plain English. It writes the code, runs the analysis, and tells you if there's alpha or not.

The stack

  • 8.6M candles across 340+ symbols
  • Real-time funding & liquidation feeds
  • Autonomous hypothesis testing
  • Paper + X research integration