How this site is built

DevOps Start is an experiment in running a technical publication as an automated content pipeline. Articles are drafted by an AI-assisted system that tracks trending DevOps and cloud topics, researches them, and writes the first draft. We are open about that: the drafts are machine-written, not hand-authored by a person at a keyboard.

The pipeline

Each article moves through discrete stages before it can publish: topic discovery from trending sources, research, drafting, editing, and SEO work. The output then has to clear an automated editorial quality gate in CI, which combines prose linting (Vale), Markdown linting (markdownlint), and a standards score that must reach at least 8.1 out of 10. A draft that clears the gate publishes automatically; one that fails is held back.

See the editorial standards for the full sourcing, quality, and corrections policy.

Human oversight

The editorial control is the system itself rather than a per-article sign-off. Editor Fatih Koç built the pipeline, sets and maintains the standards the gate enforces, monitors what gets published, and is accountable for it. Anything that falls short of the bar gets corrected or removed.

Why publish this openly

This is an engineering project as much as a publication: building a pipeline that can research and write useful technical content, and learning where it works and where it does not. We would rather be straight about how the content is made than pretend a person hand wrote every word. If you spot something wrong, the corrections process is how to flag it.