What to watch next, from the shows you already started
A what-to-watch-next queue should start with unfinished series and the first unwatched episode, not a recommendation engine guessing your taste.
The most reliable next episode is the first unwatched one in a show you already chose. Separate episodes that exist now from unaired return dates so the queue is something you can sit down and use.
State beats taste algorithms
Recommendation engines are useful when you have nothing on. After a shutdown, the problem is amnesia: you have eight half-finished series and no idea which episode is next.
A tracker that stores episode checkmarks can answer that without claiming one show is better than another.
Park what you are not watching
Paused and dropped shelves exist so the up-next list stays short. If a show has been sitting for six months, it is not “next” until you move it back.
Frequently asked questions
Is this a recommendation product?
No. It organizes the shows you selected and advances the first unwatched episode.
Do upcoming episodes appear in the same list?
They appear on the schedule. They should not sit in the “watch now” queue until they have aired.