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How to make an agent's output defensible.

Notes on data platforms, agent systems and the engineering practice around them. Long form, infrequent, and published only when there is something measured to say.

  1. August 28, 2026

    The bottleneck in vibe coding was never writing the code

    In 1975 Fred Brooks wrote that adding people to a late project makes it later. I simulated his law with AI-assisted teams and it has not been repealed, it has been amplified. What changed is where the bottleneck sits.

  2. August 25, 2026

    A standard cannot live in the prompt

    A coding agent gets things wrong with confidence, and the fix is not reviewing harder. It is moving the doctrine out of the prompt and into the repository, where it can be declared once and enforced by machine. The Domain-Driven Context Framework, and what it does not do.