Environment set up by Cedric (cedric-lejeune): manages sequences, shots, reviews; H264 player playback; comments on shots (no drawing); plugin architecture can add custom fields (e.g. prompts in description)
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Deployment
Local via Docker or cloud; some services (graph database) may be better suited to cloud hosting
Set up with Docker; hosted locally or on Azure; imports/merges data from Scripto, FilmUStage, Scriptation, Yamdu with custom fields + relationships (creative works, scenes, characters, locations)
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Truth sources
kitsu is the source of truth for VFX, comments + status; the graph database stores metadata with backup + versioning
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Video pipeline
AI analysis shifted to the dailies stage (low-res video for keyframes, face detection); vector embeddings for search (open source, e.g. Nomic); full version history maintained
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Automation
Agents to update kitsu with new renders from Google Drive; tools discussed include OpenClaw, Hermes, NemoClaw for secure agentic orchestration