Source standard

Definitions, dates and historical claims are linked to live sources. Primary, academic, publisher and established industry sources are preferred. URLs are checked before publication, and uncertain claims are labelled or omitted.

Article standard

A concept guide must add more than a longer definition. It must explain the mechanism, include an original example, state limitations, link related concepts, show visible sources, and pass the publishing audit before it can enter the sitemap.

Images

Long-form guides use three planned teaching visuals: context, framework and application. A content-first release may temporarily defer those visuals when the article records validated file paths, alt text, captions, prompt briefs and insertion points. Once all three assets are present, the next build activates them automatically. Original AI-assisted illustrations are disclosed in captions.

AI assistance

AI tools may assist research organisation, drafting, illustration and code. Human editorial responsibility remains with Rishabh Vats. Sources, claims and final copy are reviewed before publication.

Corrections and updates

Material corrections update the page and its modified date. Readers can submit corrections by email with the page URL and a reliable source.