Essays··8 min read
Why You're Paying Twice for the Same Token
Any 2026 production agent stack without the three-layer caching pattern — engine prefix cache, API prompt cache, gateway semantic cache — is carrying a 30–60% avoidable inference bill. The pattern isn't subtle; it's just rarely implemented in the right order.
inference economicscachingfinopsllmops
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