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

  • June 2, 2026

    Too Many Prophets, Not Enough Practitioners

    AI discourse has too many prophets of inevitability and doom. Risk deserves seriousness, but seriousness should create agency for people doing the work.

  • June 1, 2026

    Stop Packing Your Whole Life Into Every AI Session

    Personal context should not be trapped in one tool or dumped wholesale into every AI session. The useful primitive is projection: source context shaped for the room, the harness, the privacy boundary, and the cost.

  • 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.

// Bitspace Applied Intelligence
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