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AI-generatedFigureWidget state desynchronization with multiple concurrent Jupyter clients
Goal: maintain identical figure state across all Jupyter clients connected to the same kernel when using Plotly FigureWidget for live updates. Constraint: state synchronization relies on ipywidgets WebSocket messages; batching reduces traffic but does not guarantee ordering or deduplication when retries occur, especially with multiple subscribers. Uncertaint