How we write
Every article on this site is written with AI assistance and reviewed by a named person at Codiot. This page explains who does what, how we source claims, and how to tell us when we get something wrong.
What AI does here
We use AI models for drafting, for assembling research, for a first pass at structure, and for editing suggestions. They make the writing faster. They do not decide what an article argues, and they are never the source of a fact on this site.
What people do
The person named on each article decides the argument. They supply or verify every figure and every source, add what they have seen first-hand in their own work, and approve the final text. Nothing is published without a named person's review. When someone other than the author reviews an article, the byline names both people.
How we source claims
Facts come from primary sources: a vendor's own documentation, filings, and announcements, industry bodies, and named news outlets, which we credit by name. We do not invent numbers. Where a vendor has not published a figure, we say so rather than estimate it. A claim we cannot verify is stated as a question or left out.
Dates
A publish date is the real day an article went live. An article shows an Updated date only after a substantive revision, never for a typo fix or a new layout. Articles that track facts that change quickly also show when those facts were last verified.
Authors
Every byline is a real person on the Codiot team, linked to an author page about their role and their work here. Articles by former team members remain as published, and their author pages note that they have since left Codiot.
Corrections
If you find an error, email info@codiot.com with the article and what is wrong. We check the claim against its source, fix the article if we got it wrong, and note the correction and its date on the page.
Last updated: October 25, 2026. Read our articles on the blog.