A lightweight, high-performance distributed multi-level cache framework based on Redis (L2) + Caffeine (L1).Designed for Spring Boot to solve caching challenges in high-concurrency scenarios. It offers annotation-based caching, anti-penetration strategies, auto-refresh, distributed consistency, and support for various complex data structures.