Algo Controller V2: From Research Tool to Trading Cockpit

Pattern Foundry has transitioned from a static AI research portal to a high-fidelity Trading Execution Engine with the deployment of Algo Controller V2. This evolution shifts the focus from content generation to a specialized interface for discretionary-automated trading.

Key Technical Advancements

Multi-Factor Confluence Engine

A refined tripartite scoring system quantifies market texture across three pillars:

• Trend: Assessed via EMA and VWAP alignment.
• Momentum: Measured using MACD, RSI, and Candle Expansion.
• Execution: A liquidity gauge (Quote Stability, Slippage Risk) acts as an entry safety net.

Sensitivity Layer

A non-linear scaling logic, applySensitivityToScore, allows traders to adjust the market's 'passing feel' (Fast/Balanced/Strict) without altering the core market math. This acts as a confidence dial for varying risk environments.

Turbo Mode (Options Architecture)

A 'Hybrid' options workflow has been architected. While equity execution remains tied to Alpaca, the UI now suggests real-time Best-Fit Option Contracts based on user-defined Delta Targets and Time Horizons (DTE).

The 'Media Player' Breakthrough

The most significant conceptual leap is the adoption of a Play/Pause/Resume/Eject metaphor for trade management:

• Play: Commits capital upon identifying a 'Pattern' (Confluence).
• Pause: Flattens the position to cash during sideways markets or low execution scores, protecting against $Theta$ decay while keeping the session active.
• Resume: Re-syncs the trade state with current market conditions when the 'Pattern' reappears.
• Eject: Terminates the session and clears the controller state.

Validation

Side-by-side comparisons with TradingView validated the Controller’s scoring engine. It accurately reflects visual price action, identifying 'Mixed' momentum during bullish pullbacks and flagging high slippage risk in low-volume periods.

This development treats a trading position like a media stream, prioritizing capital preservation and technical discipline over passive investment strategies.