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Your Semantic Cache Has a Health Problem. Nothing Checks It.
Your Semantic Cache Has a Health Problem. Nothing Checks It.
Here's the situation: every LLM gateway now ships a semantic cache. GPTCache, LangChain's caches, Redis vector lookup — they all do the same job: store a response, look it up later by embedding similarity, skip a costly LLM call.
But they only operate the cache. Store. Lookup. Evict. Nobody diagnoses it.
That leaves three silent failure modes running unobserved in production:
Cache pollution. A lightly rewritten p...
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