Every signal (scroll depth, source trust, the topics you return to) feeds a model that learns what's worth your attention. Not chronology. Not popularity. Relevance.
Tap “Why this?” on any item to see exactly which of the eight signals drove its ranking, and how strongly. One score, and it's yours.
For people drowning in newsletters and feeds
Forward your newsletters to your own Weirling address, import your feeds, and add the writers you follow on Substack, YouTube, Medium, Bluesky, Mastodon and GitHub.
Overnight, Weirling fetches and de-duplicates it, groups stories that several sources cover into one card, and summarizes what's worth your time.
Each morning: the few items you're most likely to finish, ranked by how you actually read, with a plain reason for every pick.
From the demo account: ranked items with summaries, and the “Why this?” panel showing which signals put each one there. It learns from what you open, finish, skip and rate. You can see and edit what it has learned.


30 days free with everything in Pro. No card needed to start.
$6 a month
or $54 a year
$12 a month
or $108 a year
Free
MIT licensed, on your server