Knowledge base
Knowledge base
Publications, research and technical notes.
How we run structured data and why public numbers are never invented
The VI Industries ecosystem rule: any public number must be computed from real content files — or honestly display "No data".
VI Industries site architecture: a Python static generator
Why the site is built statically: minimal VPS load, simple maintenance, reproducible builds.