Basics - use version control - write tests (high level, keep it simple) - pull in data as if it was a dependency, versioner and stable - use a CI server/ser

Basics - use version control - write tests (high level, keep it simple) - pull in data as if it was a dependency, versioner and stable - use a CI server/service - when publishing, code and data goes with the paper