[pistoriusp]

You may want to check out Snaplet at https://docs.snaplet.dev. I'm the co-founder, but we're not open-source (yet.) Our goal is to give developers a database, and data, that they can code against.

We identify PII by introspecting your database, suggest fields to transform, and provide a JavaScript runtime for writing transformations.

Besides transforming data, you can reduce, and generate data. We are most excited about data-generation!

The configuration lives in your repository, and you can capture the snapshots in GitHub Actions. So you get "gitops workflow" for data.

A typical git-ops workflow:

  1. Add a schema migration for a new column. 
  2. Add a JS function to generate new data for that column.
  3. Add core to use the new column.
  4. Later, once you have data, use the same function to transform the original value. (Or just keep generating it.)