About

Niedu Lab is a public lab for practical software notes.

The site collects work around AI tooling, Cloudflare and VPS deployment, automation, and small web systems. It is intentionally closer to a field notebook than a portfolio brochure.

profile current scope
mode independent builder / operator
topics AI tooling, edge hosting, VPS services, automation
output running notes, checklists, public project records

Working principles

Useful records beat polished claims.

  • Keep the public root static; use server processes only where they add real value.
  • Write from tested paths, not from second-hand lists.
  • Make tradeoffs visible: cost, maintenance, privacy, and failure modes.
  • Keep experiments isolated so one broken demo does not damage the identity site.