Hello,
If, as I understand, you don't know anything about deployment, a possible starting point is the book at https://djangodeployment.com (disclaimer: I am the author). It doesn't cover docker, and it also doesn't cover continuous development with gitlab. But you can start with the basics and then move forward.
Regards,
Antonis
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