Projects
Four working systems, one habit: write it down before the result, so afterward there is a record instead of a story.
The Loop
A prediction machine that files a report on itself every six hours.
A clock-driven pipeline that fetches odds, prices games, audits its own output, and drafts articles — across MLB, CFL, NFL, and two trading desks. It never publishes and never wagers. That is the design.
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twoagent-loop
Two CPU-only agents on two machines, working one pipeline — and nothing ships without a human signature.
The Loop's rulebook, split across two machines. One collects: it fetches pages, respects robots.txt, and compiles facts a literal quote can prove. The other writes: it drafts from verified facts alone, then a rule audit re-derives every citation and number before the draft lands in a review queue. The agents heckle each other in character. The hard rules still apply. Since October 2026 the collector also works a NewsAPI beat, ten requests a day hard capped, and the hecklers turn today's headlines into paste-ready Facebook debates: citations on top, discussion underneath, images staged per post. A human still approves every paste.
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SaskPoly — The Prediction Desk
Free picks, graded in public, losses included.
A live publication where every sports pick is written down before kickoff and graded after — wins and losses on the same terms. The flagship verticals are NFL pools: a survivor portfolio across three tickets, and a five-week spread pick'em entered in October 2026. The books sell on Amazon.
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Chilliboys Manufacturing
A shop's website, safety system, meeting transcriber, and Facebook presence — built and run with AI, supervised by a human.
A bilingual website and a printable safety system for a metal shop in Mexico — daily signed briefing log, six-day safety rotation — now joined by an offline transcriber that files every safety-meeting voice note as bilingual PDF minutes, plus ongoing AI-drafted Facebook posts that keep the business visible. The agent types; the owner decides.
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