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I've found this: https://github.com/ddollar/heroku-push
It replaces need to use git. We still need all heroku required files: Procfile, requirements.txt, runtime.txt.
We also need to keep the .gitignore file, so that heroku push knows to ignore local settings and local sqlite database.
One problem though, is that without git, heroku commad requires you to always pass --app <name>.
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