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Accelerator, not oracle.

Working notes on how these tools actually get used — and the rules that do not move.

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  1. Accelerator, not oracle

    Daily use: synthesising interviews, drafting PRDs, prototyping workflows, exploring agent patterns. Tools rotate; the rule does not — humans in the loop.

  2. Regulated by default

    Health and education products are designed as if an auditor will ask who decided, on what evidence, and where the data lived.

  3. Public experiments

    GitHub (gnaneshwer23) holds prototypes and demos. Exploratory repos are labelled as learning in public, not polished products. Company on GitHub: Akenohealth.

Prototypes live on GitHub.