How to incorporate containers into a standardized dev environment?
Docker is an awesome tool for creating a database, seeding data into it, and disposing of it.

For an example check out Microsoft's SQL Server with Docker.  The following would pull and run a sql server 2017 instance: docker run -e "ACCEPT_EULA=Y" -e "SA_PASSWORD=" 
   -p 1433:1433 --name sql1
   -d mcr.microsoft.com/mssql/server:2017-latestAfter running this you now have a developer ready SQL instance that you can then connect to SQL Management Studio (or any other GUI management tool), or you can even connect via the command line.

If you are not using SQL you can run a container for the desired database type (check out the options on Dockerhub).

Once you have your database up and running, run the scripts to set it up, seed the data, and test without worrying about messing up your production database.