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Connection Pool Management
  • Database Connections
    Async connection pooling
  • Performance & Scalability
    Automatic cleanup and memory management
Caching Strategy
  • Query Optimization
    Strategic indexing and query planning
  • Real-time Updates
    Incremental data refresh
Scalability
  • Horizontal Scaling
    Stateless API design
  • Batch Processing
    Asynchronous task handling
  • Storage Partitioning
    S3 bucket segmentation

Monitoring & Observability

Structured Logging & Error Tracking
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