Explain how you achieve reproducibility.

[nabobalis]

Provide a general description of the issue or problem.

We need to address this

[wtbarnes]

We should instead address how we enable reproducibility. For example, we produce versioned releases at a regular and scheduled cadence and combining this with pinning in pip/conda, one can full reproduce the software environment that produced a given scientific result.