Show HN: A personal YouTube frontend based on yt-dlp

A question for the author or anyone else who has experience in similar solutions.

Is there any good solution for discovering new content? Much of the time, I want to stick to my subscriptions, but I do enjoy content surfaced by the algorithm at least once weekly, sometimes more often. My concern in taking my viewing off-platform is twofold: 1) going to YouTube will prompt me with all the stuff I've already watched off platform, and 2) any changes to my viewing habits won't be reflected in algorithmic suggestions.

Am I making any bad assumptions or missing anything that would be useful?

As an example, I usually get conference presentations surfaced for me, but I don't track conferences to know when I should go looking for presentations. YouTube is good at surfacing these for me.

I view Discovery as a social problem where the content you want is almost always clustered between a relatively small number of creators, regions, etc.

Technically it then becomes less of an indexing everything problem and more of a find a few cornerstone creators, say Khan academy, and occasionally branching out.

So to answer your question I don’t thing the cost/benefit for automating discovery is much better then spending 20 minutes and finding enough cornerstones to fill you for 100+ hours of content. Or similarly finding a social group like an rss feed, say in ios development it would be fatbobman, and sourcing it from there.

Time to source content isn’t the bottleneck worthy of software solutions, yet for monetization reasons discovery is the vice grip of social media and made to be the most important thing.

There’s a lot of truth to this but one of the most powerful elements of a discovery algorithm is finding things you completely did not look for, ie Christopher Columbus and the western continents. Like your cornerstones are iOS and recipe videos but you discover the right dance video and it changes your whole life.