bartek@aws: ~/news
$ whoami
$ AWS Architect · DevOps · Cloud
Monday, October 19, 2026

Speed Up Multi-Turn AI Agents with vLLM's KV Cache Magic

Tired of waiting for your multi-turn agentic workloads to process the same conversation context over and over? vLLM's bi-directional KV cache transfer lets prefill and decode nodes reuse previously computed context, slashing time to first token by up to 3.3x on Amazon EC2 P5en instances.

source: [aws/machine-learning-blog]