Let a Model Plan grep, Then Let Jev Rank the Code
BM25, dense embeddings, hybrid retrieval, and model-planned grep on 100 CodeNib Base issues: accuracy, latency, and cost across complete retrieval and reranking paths.
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CodeNib Blog
Engineering notes.
Implementation notes, measured tradeoffs, and explicit system boundaries behind CodeNib's repository analysis stack.
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How We Run CodeNib Locally on One DGX Spark
A reproducible local stack, a measured Qwen3.6 A3B versus Qwen3.8 plus DFlash2 comparison, and one verified manifest shared by the Wiki and coding agents.
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CodeGraph Architecture: Native Query Paths and Semantic Contracts
How to connect CodeGraph to Codex or Claude Code, followed by its measured native query paths, provider-neutral facts, and explicit full-graph boundaries.
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