> Because the app is open source, if it was doing anything shady, it would be found out
This is a little misleading... Just because there is source code on GitHub does not mean the random APK you're downloading from the internet and side-loading is safe.
If you're paranoid (and you probably should be - if I was a bad person and wanted to get malware onto your machines, I'd be making some useful "open source" app and publishing "its source code" on GitHub too), you'd want to build the app yourself! :)
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