Editorial Policy

How we produce content

Course material and technical writing on this site is drafted by practitioners who build the systems described, and reviewed before publication. Some drafting is AI-assisted; nothing is published without a human technical review, and the reviewer is accountable for accuracy.

How we handle claims and numbers

We do not publish outcome statistics — placement rates, salary figures, student counts — unless we can document the source. Where a number is not yet available, the page says so rather than estimating.

Corrections

If something here is wrong, tell us and we will correct it and note the change. Evergreen pages show a last-updated date.

Imagery

Some illustrative artwork on this site is AI-generated. Photographs of people, events and facilities are real — we do not use generated images of people or of things that did not happen.