How saving tokens with KV caching works

Reddit r/ArtificialInteligence News

Summary

The article discusses how optimizing context structure for KV caching can significantly reduce the cost of running AI agents, based on insights from an OpenAI podcast during migration to GPT 5.6.

While migrating their production agents to GPT 5.6 Ploy found that small changes to how context was structured for KV caching could make a pretty big difference to the cost of running agents. Something new to learn on my end and I'm glad I stumbled on it. This was taken from the official OpenAI podcast.
Original Article

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