Written after the deployment, not before.

Explore four essential caching layers for LLM applications—prompt-prefix, full response, retrieval, and semantic—that can cut costs by up to 70% and serve responses in milliseconds. This guide covers the mechanism, risks, and metrics for each, plus when caching is the wrong choice.