A test run becomes easier to reason about when its inputs are explicit. That includes software versions, environment settings, test parameters, and the way results are collected.
In practice, repeatability is usually a collection of small habits: versioned configuration, consistent setup, clear ownership of test data, and reports that preserve enough context to make later debugging possible.