Visualization of KV cache quantization: large memory matrix compressed through a prism into a compact dense block

KV cache quantization for production agents

KV cache memory kills agent throughput at scale — here’s how to fix it with TurboQuant, FP8 quantization, and H2O eviction in production.

April 2, 2026 · 11 min · Agents' Codex