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  1. maintenance-kpi-intelligence maintenance-kpi-intelligence Public

    Synthetic reference implementation: turning maintenance records into transparent, reproducible KPIs — no invented numbers.

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  2. anuar-nurkenov anuar-nurkenov Public

    Profile README

  3. semantic-shortlist-rerank semantic-shortlist-rerank Public

    Two-stage retrieval reference build: cheap wide vector shortlist (pgvector HNSW), then expensive narrow rerank — with the real ef_search/filter gotcha reproduced and tested.

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    The four gates that let generated pages scale to tens of thousands of URLs without a thin-content or doorway-page penalty.

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    Scoring whether a written claim is answerable by AI answer engines — plus the never-trust-the-user-agent access rule, tested.

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  6. contract-driven-agents contract-driven-agents Public

    A typed agent registry that makes 'the agent claims a tool it doesn't have' structurally impossible — enforced in code, not the prompt.

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