Editorial Standards

How we select, summarize, and attribute

Primary source coverage

We pull from a fixed set of feed URLs: AI blog feeds (e.g. BestBlogs.dev AI category), GitHub Trending (daily/weekly), and Skills/MCP repo activity. Each item we surface links to the primary source (official blog, repo, or announcement). We do not claim exclusivity of sources; we add structure, filtering, and decision-oriented framing. See Methodology for current feed count and volume.

What we include

  • First-hand model or product blog posts and official announcements.
  • Items with a verifiable primary link (so readers can check and cite).
  • Relevance to builders: launches, API/behavior changes, open-source momentum, product shifts.

What we exclude

  • Duplicates: same or near-identical link; we collapse or drop repeats.
  • Low-score or substance-free reposts (e.g. headline-only, no primary source).
  • Announcements without a verifiable primary link.
  • Clickbait or misleading headlines.

Source selection

We use curated AI feeds and open-source trend signals that we list in our footer and methodology. Selection follows the include/exclude rules above.

Summaries

  • Summaries are short and link back to the primary source.
  • We avoid sensational or unverifiable claims.
  • We prefer clarity and context over hype.

How summaries are validated

Every summary is tied to a primary source link so you can verify. We do not present others’ work as our own. If you find an error or misattribution, we handle it via our Correction policy: report with URL and suggested fix, and we update or correct as appropriate.

Attribution

Every summarized item keeps a link to the original source. We do not present others’ work as our own. When we quote or paraphrase, we attribute.

Secondary and third-party sources

When we use a secondary source (e.g. a news article that reports on a launch), we seek and link to the primary source (official blog, repo, or announcement) when available. If only a secondary source is available, we label it so readers know. We do not present secondary summaries as primary.

AI-assisted summaries (disclosure)

Where we use automated or AI-assisted tools to draft summaries, we fact-check against the primary source before publishing and do not claim human-only authorship for such drafts. Every summary remains tied to a verifiable primary link.

Citation and rewrite red lines

  • We do not copy long verbatim excerpts without attribution or link.
  • We do not change the meaning of a primary source when paraphrasing.
  • We do not remove or hide source links from items.
  • If we quote, we use quotation marks or clear attribution and link to the original.

What we do not do

  • We do not use clickbait or misleading headlines.
  • We do not claim ownership of third-party content.
  • We do not hide or remove source links.

Related

Last updated: 2026-03-12