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Exact vs semantic caching for LLMs: when each wins, measured

Exact-match caching is cheap and never wrong but hits rarely. Semantic caching catches near-duplicates but risks false positives. Here's the

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Timeline cronologica

  1. martedì 9 giugno 2026·dev.to

    Prompt cache fingerprinting pitfalls: the discipline that makes exact-match caching actually hit

    Exact-match LLM caching only works if two equivalent requests fingerprint to the same key. The seven normalisation pitfalls that break naive

  2. venerdì 12 giugno 2026·dev.to

    Exact vs semantic caching for LLMs: when each wins, measured

    Exact-match caching is cheap and never wrong but hits rarely. Semantic caching catches near-duplicates but risks false positives. Here's the