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[claude] Deep research: Jupyter ecosystem as LLM execution layer (#155) #160

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claude merged 1 commits from claude/issue-155 into main 2026-04-07 02:00:21 +00:00
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Alexander Whitestone
553ed5e461 docs(spike): deep research report on Jupyter as LLM execution layer
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Expands on issue #155 spike with deeper coverage of:
- JupyterHub vs JupyterLab vs Notebook product suite distinction
- Papermill production execution (parameterization, Python API, CLI, scrapbook)
- nbformat file format internals for programmatic agent manipulation
- The full PR model for notebooks (nbstripout + nbdime + nbval)
- NotebookExecutor tool design sketch with structured result API
- hermes_runtime injection architecture for tool access in kernels
- JupyterHub multi-agent isolation with DockerSpawner/KubeSpawner

Refs #155

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-06 21:59:32 -04:00