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Comment by xenodium

8 hours ago

I had been hoarding links/notes to movies/tv shows for some time, saved to a plain text file. Often by sharing links from other apps (ie. Reddit or Letterboxd), paired with hashtags, using an iOS app I built.

Finally extracted the data for these hashtags and fed it to an LLM to organize. I'm happy with the result https://xenodium.com/film-tv-bookmarks-chaos-resolved

Nice write-up — I like the “capture with lightweight hashtags, then batch-organize with an LLM” approach.

Curious: what part created the most friction before you automated it — capturing, tagging consistency, or resurfacing when you actually want to watch something?

Also, after the LLM organized it, did you find yourself maintaining that structure, or do you plan to re-run organization periodically?