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Writing about AI, automation, and building systems that work.

  • April 29, 2026

    Token subsidies aren't going to last. I have receipts.

    I burned more than $400 on AI inference in an afternoon last month — on direct API rates, while everyone else was on subsidized subscriptions. This week the industry caught up to where my bill already was.

  • April 29, 2026

    Your registry doesn't have to be a service

    A SELECT and an index against an append-only event log can do most of what a service registry does, and avoid the integration tax that comes with treating audit, observability, capability discovery, and cost as four separate services.

  • April 27, 2026

    Schema in the Data Layer: a Rust Tracer Bullet for DYFJ

    The first meaningful Rust commit for DYFJ proves a stance worth defending — that the database, not the language, owns the contract.

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