An AI layer built into SiteEngine, the content system this site runs on. It helps with the editorial work, drafting, tagging and summarising, inside the CMS rather than in a separate tab. A private project.
SiteEngine is the content management system behind A Profound Journey and the other sites I run. SiteEngine AI is the layer that brings a language model into the editing workflow itself, so the help arrives where the work happens rather than in a browser tab you keep switching back to.
What it is for
The job of an editorial assistant is to help, not to take over, and that constraint shaped the whole thing. It drafts copy, generates the metadata an article needs, suggests tags, summarises a long piece, and flags things that look wrong, all inline, all respecting the existing content model. The author stays in charge. The suggestions sit next to the text and you take them or you do not.
It is built on the Anthropic API and designed around how editorial work actually goes, which is messy and iterative, full of small decisions that are easier to make with a draft in front of you than from a blank page.
A private project
SiteEngine and SiteEngine AI are commercial work, not open source, so there is no public repository to point at. If you want to know more, the place to look is sedasoft.com.