📚 COMPREHENSIVE KNOWLEDGE DOCUMENTATION

ADVANCED SYSTEM KNOWLEDGE:
- Superior parallel screenshot system (60% performance gain)
- AI learning system architecture and decision flow
- Orphaned order cleanup integration patterns
- Critical technical fixes and troubleshooting guide
- Database schema best practices
- Memory leak prevention strategies

- AI learning system patterns and functions
- Error handling best practices for trading systems
- Integration patterns for position monitoring
- Performance optimization rules
- UI/UX consistency requirements
- Critical anti-patterns to avoid

- Added links to new knowledge base documents
- Comprehensive documentation structure
- Development guides and best practices
- Performance optimizations summary

- 60% screenshot performance improvement techniques
- AI learning system that adapts trading decisions
- Container stability and crash prevention
- Frontend-backend consistency requirements
- Integration strategies for existing infrastructure

This documentation preserves critical insights from complex debugging sessions and provides patterns for future development.

app/automation-v2/page.js

@@ -1,6 +1,5 @@
 'use client'
 import React, { useState, useEffect } from 'react'
-import PositionMonitor from '../components/PositionMonitor.tsx'
 
 // Available timeframes for automation (matching analysis page format)
 const timeframes = [
@@ -156,10 +155,7 @@ export default function AutomationPageV2() {
   }
 
   return (
-    <div className="space-y-8">
-      {/* Position Monitor - Real-time Trading Overview */}
-      <PositionMonitor />
-      
+    <div className="space-y-6">
       <div className="grid grid-cols-1 xl:grid-cols-3 gap-6">
         {/* Configuration Panel */}
         <div className="xl:col-span-2 space-y-6">
@@ -168,16 +164,6 @@ export default function AutomationPageV2() {
             <div className="flex items-center justify-between mb-6">
               <h3 className="text-xl font-bold text-white">Configuration</h3>
               <div className="flex space-x-3">
-                {/* Emergency Stop Button - Always Available */}
-                <button
-                  onClick={handleStop}
-                  disabled={loading}
-                  className="px-4 py-2 bg-orange-600 text-white rounded-lg hover:bg-orange-700 transition-colors disabled:opacity-50 font-semibold text-sm border-2 border-orange-500"
-                  title="Emergency Stop - Immediately stops all automation"
-                >
-                  🚨 EMERGENCY STOP
-                </button>
-                
                 {status?.isActive ? (
                   <button
                     onClick={handleStop}