Develop Continuous Performance Optimization System

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Description

Create a system that continuously monitors and optimizes performance across all aspects of the project:

1. **Application Performance Monitoring**
   - Real-time performance metrics collection
   - Database query optimization
   - API response time tracking
   - Memory and CPU utilization monitoring

2. **Automated Optimization**
   - Auto-indexing for slow queries
   - Caching strategy optimization
   - Load balancer configuration tuning
   - CDN distribution optimization

3. **Performance Budget Enforcement**
   - Set performance budgets for features
   - Automated regression detection
   - Performance gate in CI/CD pipeline
   - Rollback triggers for violations

4. **Predictive Scaling**
   - Traffic pattern analysis
   - Predictive auto-scaling
   - Cost optimization algorithms
   - Resource right-sizing recommendations

5. **Performance Insights**
   - Performance bottleneck identification
   - User experience correlation
   - Business impact measurement
   - Optimization ROI tracking

The system should maintain >99th percentile performance targets automatically.