Tools
The infrastructure we built to survive 23,520+ strategy tests — now becoming standalone tools for serious algo traders. Free where possible, fair pricing everywhere else.
Sentinel Shield
Backtest Bias & Overfitting Detector
AI-powered audit system that analyzes your backtest results for look-ahead bias, overfitting, small-sample deception, and curve-fitting artifacts. We caught $300K+ in phantom profits from backtests before they went live.
- ✓Look-ahead bias detection
- ✓Overfitting / curve-fit scoring
- ✓Walk-forward validation analysis
- ✓Regime-sensitivity breakdown
- ✓Sample-size adequacy check (100+ trades)
Regime Classifier
Real-Time Market Regime Detection
The same regime-detection layer that powers our Pyramidal Coherence Strategy — exposed as a standalone tool. Classify MES/ES market conditions as trending, mean-reverting, or choppy in real time. Know which game the market is playing before you place a trade.
- ✓Live regime classification (MES, ES, NQ)
- ✓Volatility-state detection
- ✓Drawdown-from-peak macro stress gauge
- ✓Historical regime labeling for backtesting
- ✓API access for NinjaTrader / Python integration
0DTE Scanner
Same-Day Expiry Options Intelligence
A regime-aware scanner for 0DTE SPX/SPY options. Identifies high-probability entry windows based on intraday regime state, implied volatility skew, and historical same-expiry behavior. Built on the research that found 96.7% of static strategies fail.
- ✓Regime-filtered 0DTE setups
- ✓IV rank & skew monitoring
- ✓Expected move vs. realized move analysis
- ✓Pre-market regime assessment
- ✓Alert system for high-confidence windows
Why We Build Tools
Every tool here came from a real pain point we hit during the 10-month development of PCS. Sentinel Shield exists because we needed to catch our own biases. The Regime Classifier exists because we couldn't trust a strategy without knowing which market game was being played.
We're building the infrastructure for ourselves first. You benefit because the best tools get built by people who actually need them.
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