A headline cover
Lootura opens again with a short queue of links. People can move through headlines, read, save and share them without entering an endless feed.
Lootura v1.11.0.49
Stackroom.
What we have built: the working room behind the headline cover and Signal, with many links read, repetition reduced, and patterns kept apart when they deserve their own cover.
5 543
links analyzed
9
configured sources
7
visible signals
What exists now
Deduplication before display
Repeated links, near-identical headlines and expired items are reduced before the cover. Repetition helps clean the queue and also feeds Signal.
Signal stays separate
Signal no longer replaces the cover. It is its own section for what becomes relevant when several links point in the same direction.
Static-first
The app is fed by generated JSON. There is no database, no accounts, and no heavy calls when the screen opens.
Followed words
Followed words live in their own screen inside Signal. From there, Lootura shows matching links from the current queue.
Model
Raw links become a cover, signals and followed-word matches.
Read
Fetch reviewed sources for each edition.
Clean
Remove duplicate URLs, repeated headlines and expired pieces.
Queue
Publish a finite homepage queue with local seen state.
Signal
Compress related links into a separate Signal cover when there is enough evidence.
Words
Match followed words against the current public links.
Rules
Headlines first.Signal apart.Finite queue.Local saved and seen state.Low AI by default.