Is anyone else having an issue with local dummy data?

Hi all, I'd really appreciate your feedback on this.

I've been dealing with some issues related to having the right data in my local test database. Especially around loading the right data in order to properly test code locally. Curious how many here face a similar issue, and how you work around it. Maybe it just depends on the industry you are producing software for?

Thanks!