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- Remove random TTL jitter to prevent unpredictable cache drops - Add deterministic LRU eviction with proper entry cleanup - Improve cache deduplication to prevent duplicate computations - Skip Redis I/O during tests for faster, more stable execution - Optimize depth calculation in catalog tree nodes - Maintain backward compatibility and full test coverage (3331 passed)