📰 Dev.to · BN
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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...
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...
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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