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From the docket.

Field notes on the problems I'm working through — product, process, and the places where law and software refuse to agree.

  1. No. 003·2026-04-10

    Three partners, one form

    The MVP question that matters isn't what it does — it's whether anyone opens it twice.

    • §mvp
    • §adoption
    • §legaltech
    3 min→
  2. No. 002·2026-04-08

    The cost of a hallucinated citation

    When a lawyer cites a case that doesn't exist, the model isn't the one who loses the client.

    • §ai
    • §legaltech
    • §reliability
    4 min→
  3. No. 001·2026-04-05

    Why we optimize for removal, not detection

    A detection rate is a vanity metric when the real goal is a comment that's no longer there.

    • §product metrics
    • §civic tech
    • §public interest
    3 min→

Fahim Shahriyer

civic tech & legaltech product engineer

Berlin© 2026

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