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2 GoKawiil briefs on this topic

Show HN: Panel gives Claude Code agents ability to build custom research panes

A new open-source tool called Panel lets developers run an AI agent alongside a research workspace containing chat, files, PDFs and Jupyter notebooks. The agent, currently built on Claude Code, can generate its own custom viewer panes on request when existing panels can't display something, and can run a literature review tool. It's an early-stage build requiring Node, pnpm, uv and a signed-in Claude Code CLI to run locally.

Tithon lets Jupyter kernels keep running after VSCode disconnects

A new open-source tool called Tithon decouples Jupyter kernel execution from the client, running the kernel and streaming its output through a host-side daemon instead of the editor process. This means closing VSCode, losing SSH, or shutting a laptop no longer kills a long-running notebook session, and reconnecting restores the full output history rather than a blank slate. It also stores notebooks as compact .py files with real image outputs instead of bloated .ipynb JSON, making them easier for AI agents to read.