Prompt Caching: Why Long Repeated Prompts Don't Cost So Much

Posted on Mon 09 November 2026 in Beginner Guide • Tagged with GenAI, LLM, prompt-caching, cost, performance, API, production

The Problem With Long System Prompts

If you've built anything with an LLM API, you've probably added a system prompt. At first it's a sentence or two. Then you add instructions. Then examples. Then context about your product. Before long, your system prompt is a few hundred lines and every …


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