A general guide to loop engineering: what a loop is, where loops work, and how to start one in your own work. It covers loops of every kind, from how AI models are trained to everyday work, and it is written for everyone, technical or not.
The thesis: a loop improves only as fast, and only as honestly, as its check. Most of loop engineering is making that check faster and more trustworthy, then letting the loop act only within limits it cannot break.
- THESIS.md: the thesis, written as a guide. About a 15–20 minute read.
- templates/loop-brief.md: a one-page brief to fill in before starting any loop.
- READING.md: further reading, chosen by audience.
- research/: the source notes behind the guide, with every citation, including the list of research papers.