📚 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/api/automation/stop/route.js

@@ -1,10 +1,10 @@
-import { positionAwareAutomation } from '@/lib/position-aware-automation';
+import { simpleAutomation } from '@/lib/simple-automation';
 
 export async function POST() {
   try {
     console.log('🛑 AUTOMATION STOP: Request received');
     
-    const result = await positionAwareAutomation.stop();
+    const result = await simpleAutomation.stop();
     
     // Additional cleanup
     try {