Database schema versioning is a challenge for some teams, but all you need is discipline and tool. Actually, you need only a discipline, because we have blog post from Rob Allen Standalone Doctrine Migrations redux. Now, test the tool, learn how to use it and gather your team to agree on rules and processes.
Standalone Doctrine Migrations tutorial by Rob Allen
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