I had this problem too and I started using https://nitter.net mirrors to "fix" it. A nice side-effect is that Nitter's UI is much less bloated.
Note that numerous of the Nitter instances are themselves rate-limted or blocked by Twitter, though I've found several that work reliably.
Disabling JS on Twitter helps ensure I remember to use Nitter ;-)