Advanced reproducible compute playbook

Practical patterns for workflow engines, container strategies, provenance capture, and cost‑aware reproducible compute at scale.

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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

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Guide

Reproducible Compute Starter Kit — containers, workflows, and provenance

A practical starter playbook for making compute runs reproducible and cost-aware. Includes container recipes, workflow patterns (Nextflow/CWL), reproducibility checkpoints, provenance capture best practices, a release checklist you can use immediately, and next steps for automation and team adoption.

Guide

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