Your coding agent hands back a built page instead of a wall of prose
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It is a working example of software that reshapes itself on request, which is where research tools are heading once chat alone stops being enough.
Panel is a local web app for research: chat, a file browser, PDF viewer, markdown editor and Jupyter notebooks sit in one dockable layout. The twist is that the agent can build new panes when you ask, such as a protein structure viewer or an SQLite browser, and keep them. It includes modules for literature review and hypothesis generation with typed inputs and outputs. MIT, by a Stanford researcher, and an early build that currently needs Claude Code.
Your coding agent hands back a built page instead of a wall of prose
Open-source terminal agent runtime for long research and file-based work
Mark up a LaTeX paper's PDF and let an agent make the change in the source
A desktop room where agents code, research and edit, and you approve each result
An open pipeline from ML research idea to reviewed, traceable evidence
Where engineers publish the AI tools and workflows they actually use