Standards
Editorial Standards
How Developer312 sources, reviews, corrects, and labels the AI news and analysis we publish. This page is linked from every article and from the site footer.
Sourcing
Every factual claim in our briefings is traceable to a primary or named secondary source. We prefer vendor announcements, government documents, original research, and SEC filings. We do not invent sources, do not cite anonymous reports, and do not paraphrase competitor material without attribution.
Conflicts of interest
Developer312 builds and operates three SaaS products (Eco-Auditor, ProvenanceOS, SIM2Real). When we mention an owned product inside an article, we label the placement as promotional, separate it visually from the editorial analysis, and link to our standards page. We never accept payment for editorial coverage.
Corrections
If we get something wrong, we fix it in place, update the published date, and — when the error is material — surface a correction note at the top of the affected article. Report errors to [email protected].
AI assistance
We use AI tools to assist with research summarization and headline drafting. Every published article is reviewed by a human editor before release. We disclose the model class used for assistance in the article byline when the role is substantive.
Review process
Briefings are reviewed against the original source documents before publication. Analysis pieces are reviewed for factual claims, conflict-of-interest placement, and source completeness. We do not ship an article with a missing source on a factual category.
Editorial independence
Developer312 is operated by NIGHT LITE USA LLC. Our coverage is not paid for by any of the companies we cover. Product placements in articles are earned, not bought.
Report an error
Spotted a factual error or a sourcing gap? Email [email protected]. We respond within five business days.