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EPIC: Playlist Generation Engine #5

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opened 2026-05-15 17:31:18 -04:00 by darkhelm · 0 comments
darkhelm commented 2026-05-15 17:31:18 -04:00
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#1

What to build

Implement deterministic multi-pass category-based playlist generation with fallback and dedupe guarantees.

Acceptance criteria

  • Quota rules for favorites/all and subcategories are enforced
  • Global uniqueness and 24-hour exclusion are guaranteed
  • Category processing can execute concurrently with predictable behavior

Blocked by

  • None - can start immediately

Notes

  • Python backend code must be fully typed and async-safe.
  • Any blocking work must be wrapped through thread/process execution paths as appropriate.
  • Must pass lint, format, typing, docstring, and test quality gates.
## Parent #1 ## What to build Implement deterministic multi-pass category-based playlist generation with fallback and dedupe guarantees. ## Acceptance criteria - [ ] Quota rules for favorites/all and subcategories are enforced - [ ] Global uniqueness and 24-hour exclusion are guaranteed - [ ] Category processing can execute concurrently with predictable behavior ## Blocked by - None - can start immediately ## Notes - Python backend code must be fully typed and async-safe. - Any blocking work must be wrapped through thread/process execution paths as appropriate. - Must pass lint, format, typing, docstring, and test quality gates.
darkhelm added this to the v1 Dynamic Realtime Playlist milestone 2026-05-15 17:31:18 -04:00
darkhelm added the algorithmbackendepic labels 2026-05-15 17:31:19 -04:00
darkhelm added this to the Main Project Board project 2026-05-15 17:51:06 -04:00
darkhelm removed this from the Main Project Board project 2026-05-15 17:53:45 -04:00
darkhelm modified the milestone from v1 Dynamic Realtime Playlist to E4 - Playlist Generation Engine 2026-05-15 17:58:18 -04:00
darkhelm modified the milestone from E4 - Playlist Generation Engine to META: Plex Dynamic Realtime Playlist Generator v1 2026-05-15 18:00:10 -04:00
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Reference: DarkHelm.org/plex-playlist#5
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