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Prompt Caching in Practice: From 7% to 74% Hit Rate(Inference in Production Series)

calendar_today July 24, 2026 person Jeff Fan domain digital-ocean

Prompt caching is the highest-leverage cost and latency optimization most teams haven’t fully exploited. The mechanics, the economics, and the step-by-step path from single-digit hit rates to 60–80% — with a first-hand DigitalOcean serverless benchmark and the one layout mistake that ruins caching.

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