About aggroNATION

An AI content aggregator that surfaces the most engaging recent content from curated sources — ranked by an engagement + freshness score, refreshed automatically, with no algorithm chasing you.

Pipeline status

Live from the source table — this page re-renders on the same 60s freshness floor as the rest of the site.

3,645 live items in the index4h ago since the last fetch cycle
  • YouTube1,115 items in the indexhealthy4h ago
  • RSS633 items in the indexhealthy4h ago
  • Reddit728 items in the indexhealthy4h ago
  • HuggingFace288 items in the indexhealthy4h ago
  • Trendshift784 items in the indexhealthy4h ago
  • Open Source Projects97 items in the indexhealthy4h ago

Full engine heartbeat — cycle history and per-source results — on the status page.

How ranking works

Every item gets a rating in the range 0–100: engagement × 0.6 + freshness × 0.4, where engagement blends likes and comments against views (comments weigh more — they cost more effort), and freshness decays over roughly two weeks. The score is a snapshot from fetch time; it is not influenced by what you click.

The pipelines

  • YouTubeCurated channels via the YouTube Data API — videos play on-site, never off-site.
  • RSSFeed parsing with the publisher's own full-text body rendered in the in-site reader.
  • RedditSubreddit hot posts via reddit's official feeds, read on-site with no exits.
  • HuggingFaceDaily Papers with community upvotes feeding the ranking.
  • TrendshiftTrending open-source repos from trendshift.io, enriched with live GitHub repo cards. Surfaced together with discoveries in the GitHub section.
  • Open Source ProjectsNewly-discovered projects from opensourceprojects.dev, enriched with GitHub repo cards. Surfaced together with trendshift in the GitHub section.

Content freshness

A scheduled job fetches every enabled source on its interval and writes results to the same pipeline — nothing on this site is hand-picked or faked. Every write purges the site's caches, so the next visitor sees the new content immediately (the home page lists every pipeline). Video playback happens right here on the site; you are never shipped off to another platform to watch.