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Config Files, Dotfiles, and Package Managers: What Are Those Files Starting with a Dot?

Why every tool asks you to edit a file starting with a dot, the difference between YAML and JSON, why wrong indentation breaks everything, what problems package managers like brew and apt solve, and how much regex you actually need to know.