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📰 Dev.to · BN

3 articles · Updated every 3 hours · View all reads

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I built a vector embedding cache that makes stale hits structurally impossible
Dev.to · BN 1mo ago
I built a vector embedding cache that makes stale hits structurally impossible
Wrote up the design behind embcache, a GPU-native two-tier cache for embeddings and KV states. The...
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Most RAG failures don’t crash. They silently return bad answers. I built a repair layer for that.
Dev.to · BN 1mo ago
Most RAG failures don’t crash. They silently return bad answers. I built a repair layer for that.
Most RAG tooling provides a score but fails to specify what actually went wrong. I had retrieval...
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Deterministic reliability stack for LLM pipelines
Dev.to · BN 1mo ago
Deterministic reliability stack for LLM pipelines
I have been spending the last few months wiring up a deterministic reliability stack for structured...
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