What We Learned About Prompt Caching in Production

When we started optimizing our AI pipeline costs, we expected model selection to be the biggest lever. It was not. The bigger win came from a relatively small change to how we structured our prompts. This post is about that change. How Prompt Caching Works Most AI providers cache the prefix of your prompt and reuse it across calls. If you send the same context repeatedly, you only pay full price…