About DevOpsNess

By Kiril Urbonas

DevOpsNess is a technical publication focused on AI, machine learning operations, cloud infrastructure, Linux, automation, and security for engineering teams.

Editorial Standards

Articles are written for practical implementation: clear steps, production tradeoffs, and direct examples. Content is updated when platform behavior changes or guidance becomes outdated.

AI Use Disclosure

AI tooling may support drafting and research workflows. Final content selection, technical judgment, and publication decisions are reviewed by a human editor.

Contact

For corrections, collaboration, or editorial requests, reach out via LinkedIn or GitHub links in author sections.