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Prompt Caching Explained: How It Works on Claude, OpenAI, Bedrock and Gemini (and Why Your Cache Isn't Hitting)

This story is from 2026-10-28. It is preserved in the archive; the latest stories are on the live feed.

Prompt caching lets an LLM provider reuse the work it already did on the beginning of your prompt. When a new request starts with exactly the same tokens as a recent one (the same tools, system prompt, and reference documents), the provider reads that prefix from cache instead of processing it agai…

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  1. 2026-10-28 20:30 · DEV Community — AI
    Prompt Caching Explained: How It Works on Claude, OpenAI, Bedrock and Gemini (and Why Your Cache Isn't Hitting)

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