PoC control panel

Admin configuration

Use this to tune the demo without editing code. Values are stored in data/config.json.

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Presentation controls

Recommendation tuning

These values affect ranking and demo visibility immediately after save.

Demo user ID Used for profile storage unless a user_id query string is supplied.

Recommendation limit Set to 25 for the main 5 x 5 grid.

Learning round size Four cards is the intended pitch flow.

Freshness window hours 48 hours matches the current proposal.

Live boost Small ranking boost for live streams.

Exploration slots Reserved future control for novelty/exploration cards.

Hide banked videos When true, watched-to-completion videos are suppressed from the main grid.

Show independent notice Keep enabled during public testing.