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Notes from the operating layer.

Field notes on AI infrastructure, retrieval, model operations and the systems that keep every request visible.

1 published field note

Latest blog posts

  1. Smooth stones arranged in decreasing size on warm sand, representing recurring document retrieval

    AIVAX Labs

    Reflex: retrieval built for recurring documents

    Reflex reuses semantic embeddings and lexical evidence to deliver competitive top-10 ranking, a 3.21x faster warm path and lower recurring-corpus costs.

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