How we publish

Editorial Policy

Every article must make a distinct contribution and every material factual claim must be traceable to credible evidence.

Source hierarchy

We prefer official documentation, release notes, model cards, research papers, standards, and original repositories. Reputable reporting adds context, but vendor capabilities, pricing, availability, and limits require a current primary source.

Verification

Research is converted into a claim ledger. Technical tutorials require reproducible code checks. An independent review checks claims, citations, contradictions, originality, safety, and whether the headline accurately represents the evidence.

AI assistance

AI systems may assist with research organization, drafting, code validation, and quality review. They cannot waive publication gates. We prohibit fabricated experience and do not optimize text to evade AI detectors.

Corrections

When an error changes a reader’s understanding, we correct it promptly and add a visible note. Silent edits are limited to grammar, formatting, and broken links that do not alter meaning.