I'm very disappointed to discover that a self-hosted Ghost can't actually send out newsletters by email.
It provides all the front-end for accepting subscribers and promising them new posts by email, and it's all turned on by default. But to send those emails, you need a paid account with a proprietary mail missile called MailGun.
EDIT: Not really Team Ghost's fault, see below.
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