Editorial Policy

How our content is produced, the standards we apply, and how to request corrections

AI Trending (project analysis pages)

• Data sources: the official GitHub API (stars, forks, issues, releases) and public OSSInsight ranking data. Each page states when the data was captured.
• Production: project analyses are drafted with large-language-model assistance from the public data above, then rendered with a consistent template.
• Quality control: pages pass automated checks for completeness and factual consistency (the quality score at the bottom of each page). Pages that do not meet our internal bar remain accessible to direct visitors but are not submitted for search-engine indexing (marked noindex).
• Independence: these pages are third-party interpretations of open-source projects and do not represent the project authors. Trademarks and code belong to their respective owners.

Blog and paper deep-dives

• Topics come from problems we hit in real R&D work and from research we actively follow.
• AI assists with material organization; every post is reviewed by a human for factual accuracy before publication.
• Paper deep-dives reflect our understanding of the original work — always read the original paper.

Updates and corrections

• AI Trending data (star counts, etc.) is refreshed daily.
• Found an error, or maintain a project we cover and want a correction or removal? Email contact@ngjoo.com — we act within 48 hours after verification.

Conflicts of interest