The Future of Notebooks in a Claude Code World
summary
Claims a working Deconstructed Notebook that replaces kernel state with automatic caching to disk, using the PyData Arrow stack (Ibis, Apache Arrow) and xorq, plus a Buckaroo table widget and tally man revisioning. Demo handles interactive views over 2.5 million rows, shows diffs, charts, named expression versions, parquet caches, and Git-tracked expressions. The system executes self-contained steps written by Claude agents, the demo runs live and the approach reduces fragility and improves reproducibility.
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chapters (10)
- 0:00Notebooks in Claude Code
- 3:25Interactive data with Buckaroo
- 7:03Buckaroo solves notebook limits
- 12:40Zor compute graphs
- 15:04Buckaroo and Claude Code
- 18:45Memory efficiency with lazy loading
- 21:19Trusting LLM-generated code
- 23:15Version control for notebooks
- 24:18Optimizing compute costs
- 25:41Future of LLM agents
