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What would you classify as "by hand" and "automated tools"? Because commands like pip install -r {file} could be seen as both in my eyes.

By hand meaning "pip install -r {file}" or more generally pip with any arguments typed directly at the command line.

Automated meaning pip with any arguments run by another script.