Most issues like these are recoverable manually, but Timeshift takes away most of the headache from the process.
You gain a lot more understanding from manually fixing entirely recoverable problems though. Something like Timeshift is more like a last resort sledgehammer tool.
$100 though ... a Chromecast used to be like $35.