The home Hero and the Featured Playlist sections show static content. They should adapt to the user's listening habits.
Expected behavior
Analyze the user's listening history (what, when and how often they listen).
Detect patterns, e.g. the user frequently listens to playlist X at night around a certain time.
During that time window, recommend that playlist in the Hero / Featured Playlist with a tailored message (e.g. "Your late-night favorites are ready").
Fall back to the current generic content when there is not enough data.
Considerations
Store listening events with timestamps to compute these patterns.
Keep the recommendation logic on the backend and cache results to avoid heavy computation on every page load.
Respect the user's timezone.
## Summary
The home Hero and the Featured Playlist sections show static content. They should adapt to the user's listening habits.
## Expected behavior
- Analyze the user's listening history (what, when and how often they listen).
- Detect patterns, e.g. the user frequently listens to playlist X at night around a certain time.
- During that time window, recommend that playlist in the Hero / Featured Playlist with a tailored message (e.g. *"Your late-night favorites are ready"*).
- Fall back to the current generic content when there is not enough data.
## Considerations
- Store listening events with timestamps to compute these patterns.
- Keep the recommendation logic on the backend and cache results to avoid heavy computation on every page load.
- Respect the user's timezone.
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Summary
The home Hero and the Featured Playlist sections show static content. They should adapt to the user's listening habits.
Expected behavior
Considerations