THE COMPANION PAPER · FREE PDF

The Outreach Engine.

The full engineering breakdown behind the essay 102 Percent. A rotation scheduler, a daily cap, a carry forward rule, a ranked morning list, and the nightly sync that keeps it honest. The wiring diagram, written for engineers. No donor data, just the architecture.

Inside, six pages:
System overview and scope · The rotation and cap logic · The carry forward rule and why it matters · The ranked daily output · The sync layer and data freshness · Failure modes and the human override · Design principles.

Here it is. ✦

Download the PDF →

You also joined The Gaff Letter. One dispatch a week, unsubscribe in one click.

Drop your email, get the paper. You join the weekly letter at the same time. Unsubscribe in one click, no spam, ever.

MG