Real pipelines,counted, not claimed.

    1,324
    Records enriched
    20
    Safety values enforced
    2,000+
    Automated tests
    76
    Database tables
    Counted from the code and data we shipped
    01 / 02

    A flat exercise list, turned into an injury-aware coach's brain

    1,324

    Exercises enriched and embedded

    339

    Carry an injury-risk flag

    718

    Identified as home-friendly

    15

    Structured fields per exercise

    1. 01Rules first
    2. 02AI classification
    3. 03Name-free embeddings
    4. 04Resumable runs

    Inside the enriched dataset

    Difficulty

    Movement type

    Injury-risk flags by joint

    The exclusion, in the query

    Alternatives to push-up
    • push-up plusexcluded · shoulder0.944
    • clock push-up0.941
    • raise single arm push-up0.928
    • deep push upexcluded · shoulder0.909
    • wide hand push up0.909
    • push-up (wall)0.905
    • decline push-upexcluded · shoulder0.905

    Real nearest neighbours from Zabber's embeddings · 4 of 7 shown

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