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Data validation with quality scoring and quarantine for suspicious records. Validates incoming data without blocking the...

Event deduplication with canonical selection, reputation scoring, and hash-based grouping for multi-source data aggregat...

Implement soft delete pattern for data recovery and audit trails. Covers filtering, restoration, and permanent deletion...

Centralized transformation logic for consistent data shaping across API routes. Includes aggregators, rankers, trend cal...

Social feed with batch queries, cursor pagination, trending algorithms, and engagement tracking. Efficient database quer...

Manage data flow when producers outpace consumers. Bounded buffers, adaptive flushing, and graceful degradation prevent...

Collect-then-batch pattern for database operations achieving 30-40% throughput improvement. Includes graceful fallback t...

Store failed jobs for replay or manual inspection. Track failure patterns, enable manual intervention, and prevent data...

Cloud storage integration with signed URLs, visibility control, multi-tenant path conventions, and presigned uploads for...

Implement OAuth 2.0 social login with Google, GitHub, and other providers. Handles token exchange, user creation, and ac...

Implement Server-Sent Events (SSE) for real-time updates with automatic reconnection and heartbeats. Use when building l...

Production-grade WebSocket connection management with connection limits, user-to-connection mapping, ping/pong health ve...