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Prompt Caching: Put the Stable Stuff First (and Stop Paying Twice for the Same Tokens)

This story is from 2026-10-12. It is preserved in the archive; the latest stories are on the live feed.

Most LLM apps send the same few thousand tokens on every request: the tool definitions, the system prompt, a block of reference docs, a handful of examples. Only the last few hundred tokens, the user's actual message, change. Without caching, you pay full input price to reprocess that identical pre…

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  1. 2026-10-12 03:37 · DEV Community — AI
    Prompt Caching: Put the Stable Stuff First (and Stop Paying Twice for the Same Tokens)

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