Preparing SEO for the machine discovery era - Opensourceseo.org reborn in May 2026.

This site is in heavy development, expect changes frequently

Agents are the new intermediary between intent and information and the forseeable future. This site is organized as the four-layer stack of that new world. Pick a layer to enter the open questions inside it.

This site has gone through a drastic change from what it was to reflect the current state of search. This is a thought expement to prepare professionals in the industry for what's next.

every artifact on this site lives at one layer · answering one question · pinned to one era on the timeline.