alpaca.quickedge.dev | systematic execution architecture
Quantitative trading logic with dynamic risk & multi-factor signals.
QuickEdge evaluates stock basket opportunities using Volume-Weighted Moving Averages (VWMA),
trend direction filters, and dynamic ATR volatility envelopes—enhanced with real-time news,
SEC filing sentiment, and options activity context.
⚡ Key Platform Capabilities
Active Features
💬 AI Portfolio & Strategy Builder
Generate & apply custom asset baskets and risk rules via 1-click AI chat.
📊 Dynamic Volatility Envelopes
ATR-adaptive TP/SL risk boundaries with automatic fixed fallback.
📰 Multi-Factor Event Overlays
News RSS sentiment, SEC filing risk scores & unusual options flow filters.
⚡ Pre & Post Extended Hours
Limit order placement during extended sessions (4:00 AM – 8:00 PM ET).
PILLAR 01
Volume-Weighted Trend Confirmation
Price movement without volume is susceptible to false breakouts. Entries require price confirmation
above VWMA (20-period Volume-Weighted Moving Average) alongside 50-EMA trend alignment, MACD crossovers,
and ADX trend strength (>20) to filter out low-conviction chop.
VWMA20
EMA50
MACD
ADX
PILLAR 02
Dynamic ATR Volatility Risk Envelopes
Static percentage stops often fail when market volatility expands or contracts.
Our execution engine calculates Average True Range (ATR) multiples in real-time to adjust
Take-Profit and Stop-Loss boundaries to asset volatility, automatically falling back to strategy defaults when ATR data is sparse.
ATR Multiples
Dynamic TP/SL
Fixed Fallback
PILLAR 03
Multi-Factor Event Overlays
Technical setups are weighted against macro and company-specific events. The system parses Yahoo RSS news
headlines for sentiment bias, analyzes SEC 10-K/10-Q filing releases for risk factors, and monitors unusual
options volume and open-interest spikes to adjust trade sizing or block adverse entries.
News Sentiment
SEC Filings
Unusual Options
PILLAR 04
Continuous Basket Ranking & Reasoning
Instead of evaluating stocks in isolation, the system continuously ranks your custom stock basket
(e.g., QQQ, SPY, AAPL, MSFT, NVDA, TSLA) by composite score and confidence, generating a top-opportunity outlook
for every trading session.
Basket Ranking
Session Outlook
AI Reasoning