Using Makefiles as an abstraction above any language-specific tooling allows for easy upgrades without having to teach your team how to use a new CLI.

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Make is an abstraction above language-specific tooling. It allows for easy upgrading of that tooling without having to teach your team how to use a new CLI. Makefiles have been in use since 1976, so they’re as battle-tested as can be. Using Make as the project workflows allows for quick onboarding of new developers.

Makefiles For Modern Development

<p>This is also an excellent resource about Make files, with an eye for the data science audience: <a href="https://datascienceatthecommandline.com/2e/chapter-6-project-management-with-make.html" target="_blank" rel="noopener nofollow">https://datascienceatthecommandline.com/2e/chapter-6-project-management-with-make.html</a></p>
