Kodekloud iconKodekloudSep 19, 2026

How to Cut LLM Costs and Latency With Prompt and Response Caching

Most people cache the whole prompt, which catches almost nothing because real prompts carry timestamps and request IDs.

How to Cut LLM Costs and Latency With Prompt and Response Caching

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Most people cache the whole prompt, which catches almost nothing because real prompts carry timestamps and request IDs.

The fix is four lines, and the clever upgrade after it is a trap.

Most people cache the whole prompt, which catches almost nothing because real prompts carry timestamps and request IDs. The fix is four lines, and the clever upgrade after it is a trap.

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Most people cache the whole prompt, which catches almost nothing because real prompts carry timestamps and request IDs. The fix is four lines, and the clever upgrade after it is a trap.

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The fix is four lines, and the clever upgrade after it is a trap.

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