A diagram of a KV cache with entries being evicted

Build a KV Cache Eviction Engine for LLM Context Windows

Implement a pluggable KV cache eviction engine from scratch, demonstrating systems thinking and production-ready patterns.

September 22, 2026 · 7 min · 1465 words · martinuke0
A diagram of a context window manager pruning tokens.

Memory‑Efficient Context Window Manager with Attention‑Guided Token Pruning

This project delivers a runnable Python library that compresses LLM context windows by scoring token importance with attention and dropping low‑impact tokens, demonstrating practical systems and ML engineering.

September 17, 2026 · 7 min · 1301 words · martinuke0
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