Twitter/X, filtered down to what actually matters, delivered to Telegram twice a day.
I was spending more time scrolling than learning. I wanted a system that reads everything so I don't have to, and only surfaces what's worth acting on.
Curated X lists feed through RSSHub, get deduplicated semantically, then get classified by Claude CLI into four buckets — act now, queue, inform, skip — weighted by a rolling 30-day credibility score per source. A weekly agent maps connections between the notes I save. Runs locally: Python, Redis, SQLite, Docker.
Four categories was the right number. Three collapses "important" into "urgent." Five is more than I'll ever triage consistently.