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Convex Production Backend Handoff
The goal is to add a **production memory/control plane** for the MotionMix AI photoshoot + motion-music lane on top of the existing Convex memory app.
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The goal is to add a **production memory/control plane** for the MotionMix AI photoshoot + motion-music lane on top of the existing Convex memory app.
Do not build frontend UI in this pass. Do not re-architect MotionMix. Do not move anything back to Supabase.
- AI-directed multicam photo/video shoot - pose-aware still extraction - motion-derived music/session structure
- reconstruct the cut log - find hero pose windows - extract still candidates - align motion and music events - track final assets
- `feedTapSessions` - `feedTapSessionItems` - `contentItems` - `contentEmbeddings` - `reactabilityScores` - `streamQueue` - `contentProjectMap` - `algorithmHealth`
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