TOPIC ARCHIVE

caching

Technical analysis and dispatches tagged with "caching".

2 DISPATCHES PUBLISHED

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A conceptual diagram showing the flow between a Roblox client, an API gateway, a Redis cache, and an LLM provider.

Procedural Quest Generation in Roblox: Scaling AI-Driven Content with Caching

A technical strategy for generating dynamic, endless quest content in Roblox using LLMs, while optimizing costs through tiered caching and validation patterns.

Abhik Kumar Panda Aug 26, 2026

A visualization of a distributed system experiencing a traffic spike due to cache expiration

System Design 3m

Your Cache Expired and the Database Spiked: Four Fixes for Cache Stampedes

An analysis of cache stampede mechanics and four robust architectural patterns to prevent catastrophic database load during key invalidation events.

Abhik Kumar Panda Aug 25, 2026