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Five stops, in order. If you only give me ten minutes, this is how I'd spend them.

  1. Step 1 of 5

    The loop essay →

    The one idea everything else sits on top of: a self-improving loop built to hand back more time than it costs to run, and to prune itself when it doesn't.

  2. Step 2 of 5

    One project, in depth →

    See the loop produce something real: NewsAgg, an always-on AI-news aggregator, written up end to end. Architecture, prompts, failures, verification, and measured results.

  3. Step 3 of 5

    One day it went wrong →

    The honest half of the promise: four data-loss bugs in ninety minutes, inside the machinery whose entire job is preventing data loss.

  4. Step 4 of 5

    The scoreboard →

    The counters, the hand-curated claims, and the published method behind the time-reclaimed number that is deliberately not published yet.

  5. Step 5 of 5

    Subscribe →

    Follow along without coming back to check: writing and the ships changelog each have a feed, in RSS and JSON, plus one OPML file for all of them at once.

Prefer to browse? The full nav is in the header, and /changelog has what's building now plus everything shipped, in date order.