Disclosure & Editorial Policy
Last updated June 25, 2026
This is the most important trust page on the site, so I keep it specific: how content gets made, who is accountable, and how I handle money and corrections.
How content is made
I build and operate AI systems, and AI assists or fully automates some of the writing and building here. In particular, the blog runs as an autonomous system I built: it researches current sources, drafts posts, and publishes the ones that clear an automated editorial quality gate, under my name as publisher. Posts run under my name without per-post AI labels; this page is where the mechanics are stated plainly. Whether a piece is AI-assisted or written by hand, I am the publisher and I am accountable for it.
What I stand behind
The autonomous system is mine. I monitor it and step in to fix, update, or remove anything that does not meet the bar. The durable, firsthand material on this site, such as project write-ups, build logs, and tutorials, reflects work I actually did.
Corrections
If something here is wrong, tell me at hello@kenashe.ai and I will correct or annotate it. I note meaningful corrections rather than quietly changing the record.
Affiliate links and sponsorships
I work in affiliate marketing, so some outbound links on this site may be affiliate links, which means I may earn a commission at no extra cost to you. I sometimes receive free or discounted access to tools I write about. None of that changes what I choose to cover or what I say about it. Where a specific link or post is affiliate or sponsored, it is labeled close to the relevant place; this page is the standing policy behind those labels.
Editorial independence
My editorial judgment is separate from any commercial relationship. I would rather lose a commission than recommend something I do not believe in.