Editorial standards

Primary sources, honest dates and useful analysis.

Source hierarchy

Company releases and documentation establish what a vendor announced. Research papers and repositories establish what was published. YouTube, X and Reddit provide discovery leads and community context, not automatic confirmation. We follow links back to original evidence before publishing factual news.

Claims and testing

We attribute company claims. We describe a result as independently tested only when we have a reproducible test record. Our initial archive contains source-based analysis and evaluation advice; it does not claim independent product benchmarks.

Dates and the archive

Retrospectives show both the original event date and the date the article first appeared on Codorc. The modified date changes when an article receives a substantive update.

AI assistance and translations

We use AI to assist writing, translation and conceptual artwork. Translations follow the same facts and sources as the original edition. Illustrations are conceptual rather than documentary. Please report factual or translation errors through the correction form.

Recommendations and links

Best-of guides need explicit criteria, dated evidence, limits and trade-offs. We do not sell rankings or create unrelated country pages for search traffic. Internal links connect relevant topics; external links point to actual evidence.

Distribution

Reddit links are posted only where current community rules allow them, with useful context and clear affiliation. We do not impersonate independent readers, evade moderation or repeat the same link across communities.

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