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Research workflow
Why researchers lose track of simulations, and what to do about it
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Articles on reproducible science

Practical guides, design decisions, and field notes on building tools for computational researchers. Pick a post from the list, or search to jump straight to one.

Research workflow · 26 Mar 2026

Why researchers lose track of simulations, and what to do about it

The problem is not laziness or bad habits. It is that the tools researchers use were built for software engineers, not scientists. Here is what goes wrong, and how Fieldnotes fixes it.

fieldnotesa sibling to ClusterPilot · juliafrank.net