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Database & Caching

Latest articles in Database & Caching

Modern E-Commerce Search & Filtering: Multi-Faceted Search and Real-Time Aggregations
Database & Caching· 15 min

Modern E-Commerce Search & Filtering: Multi-Faceted Search and Real-Time Aggregations

How Stilmerce executes instantaneous faceted search and dynamic category count aggregations across deep product catalogs using optimized database indices.

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BullMQ & Redis Architecture: Zero-Loss Asynchronous Background Task Orchestration
Database & Caching· 15 min

BullMQ & Redis Architecture: Zero-Loss Asynchronous Background Task Orchestration

Decoupling critical checkout transactions from third-party bottlenecks using BullMQ, Redis Streams, Sandboxed Worker Threads, and resilient Dead-Letter Queues.

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PostgreSQL JSONB & GIN Indexing: Shattering the EAV Anti-Pattern in Modern E-Commerce
Database & Caching· 14 min

PostgreSQL JSONB & GIN Indexing: Shattering the EAV Anti-Pattern in Modern E-Commerce

How Stilmerce manages dynamic e-commerce product specifications using PostgreSQL binary JSONB and GIN indexes, achieving 300x faster attribute lookups than traditional EAV.

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Why Redis? Atomic Stock Reservation and Distributed Locking to Prevent Overselling in Flash Sales
Database & Caching· 15 min

Why Redis? Atomic Stock Reservation and Distributed Locking to Prevent Overselling in Flash Sales

How Stilmerce resolves extreme checkout race conditions in 0.8ms using Redis atomic Lua scripts and Redlock leases without exhausting relational database connections.

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