Version control & reproducible workflows

Best practices for versioning code, analysis notebooks, containers, and workflows to keep research auditable and reproducible.

---

Runbook

Version control & reproducible workflows runbook

Practical, actionable runbook showing how to version code, analysis notebooks, environments, containers, data, and artifacts so research is auditable and reproducible. Includes example git workflows, notebook practices, environment & container guidance, data-artifact patterns, provenance capture, CI checks, and a reproducibility checklist you can adopt.

Runbook

Explore

Members: Add to Toolbox Share with Team Modify This Runbook

Toolkit

Reproducible compute starter kit — containers, CI, provenance

Practical templates, patterns, and a checklist to run, version, audit, and scale containerized compute pipelines with workflow engines and captured provenance.

Toolkit

Explore

Members: Add to Toolbox Share with Team Modify This Toolkit