Python code editor with cache manager diagram

Pure‑Python Paged Attention KV‑Cache Manager: LRU & Random Eviction

Build a lightweight, pure‑Python KV‑cache manager that implements LRU and random eviction strategies, complete with paging, testing, and extension pathways for senior‑level topics.

September 11, 2026 · 9 min · 1903 words · martinuke0
Redis Cluster architecture diagram showing memory distribution across shards

Optimizing Redis Cluster Eviction: Predictable Latency Under Memory Pressure

Redis Cluster eviction under memory pressure is a common source of unpredictable latency spikes. This post breaks down the eviction mechanics, identifies the failure modes, and provides concrete strategies to keep p99 latency stable.

September 10, 2026 · 8 min · 1643 words · martinuke0
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