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Being self-hosted in no way, shape, or form ensures that it doesn't spy on you. You're still putting trust in a third-party to keep their promises. The average user lacks the know-how to audit code. Hell, the average user wouldn't be able to figure out self-hosting in the first place.
You don't have to audit code to ensure it doesn't call home.
Okay, what can the average user do to ensure this, then?
We're talking about a service that intrinsically requires an internet connection, though.
A self-hosted service requires local network, not internet
You don't want the service to create arbitrary outbound connections, but you want your device to be able to communicate with the service.
It's been a while since I've done network stuff, but it sounds like a pretty simple textbook problem.
You can block a service from establishing outbound connections while allowing it to respond to inbound connections. It's pretty common to do this because server software generally has no business calling out unprompted.
It's actually quite easy to see if an app is phoning home. Also easy to prevent.