(Newbie) Need a procedure to handle data migrations

The most common problem I am running into is adding new NOT NULL columns to tables. Before Source Control, this was simply a matter of executing a script against each DB:

1. add the column to the table
2. set initial value in exiting rows
3. alter column to not null

What's the right approach with SQL Source Control?

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