Show HN: Demolab – an opinionated agent-driven computational lab notebook

Category: devtools

Tags: reproducible-research, lab-notebook, computational-science

Score: 7.3/10 (Innovation: 7, Technical: 7, Documentation: 9, Utility: 6)

Demolab is an agent-driven computational lab notebook that ensures reproducibility by capturing all outputs, parameters, and code versions for each run, then publishing them as a static site or PDF. It integrates with coding agents like Claude Code to automate setup and publishing, making it especially interesting for computational science fields where reproducible results are critical.

Target audience: data scientists, researchers, backend devs

Repository: https://github.com/eoinmurray/demolab · Python · MIT

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