We're probably going to need a bot that replies with a privacy frontend url whenever someone posts a #tiktok link

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Is there a foss service that can be implemented to auto swap links, similar to nitter (RIP)?

Untrackme is pretty good but it needs to be installed on a phone.

I don't know about "auto swap" but you can use ProxiTok similar to Nitter

https://github.com/pablouser1/ProxiTok/wiki/Public-instances

So what’s going on when I open a TikTok vid on a browser? How is my privacy affected?

They send telemetry data about your activity on their website and use that combined with data they collect across other places on the internet to analyze your behaviour, sell you stuff, etc