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What happens to your LLM bill when prompt caching fails

calendar_today June 19, 2026 person Tim Stacey domain barndoor

Prompt caching is roughly a 10x discount on the largest cost in AI products. It also fails without an error message. Here’s why that matters to anyone who signs off on the spend.

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