20 years of Hacker News discussions, clustered and visualized
Twenty years of HN topics clustered and charted—see AI overtake startups.

Static HTML AI news digest clustered by semantic similarity instead of chronological.
Developers wanting a quick AI news overview
TLDR Newsletter · The Batch · Hacker News
It scrapes AI news, clusters semantically similar stories together, and serves a single static HTML page — updated daily. Deliberately minimal UI (Craigslist-inspired).
Stack: Python, sentence-transformers, static HTML/CSS, GoatCounter, DigitalOcean VPS.
Still tuning the clustering. Next up: story labels, summaries, and an editorial layer.
Twenty years of HN topics clustered and charted—see AI overtake startups.
Filters signal from noise by tracking coverage across 81 global outlets instead of algorithmic trends.
Clusters news from 100+ sources daily, but Vultus, Perplexity, and Stratos already aggregate smarter.
AI news briefing pipeline when Morning Brew and The Hustle already exist.
Pretty visualization but YouTube discovery is already solved by the platform itself.
ML clustering beats n-gram keyword matching for finding real HN trends.