VS Code integration doesn't work (AGAIN)

I have the latest package for VS Code support. It doesnt jump to a line from the console, it doesnt open the project, most importantly it doesnt have half of the autocompletion items.

I will reinstall VS Code again (it helped once before), but I’m really tired of this, what is going on?

Fully reinstalling VS Code didn’t work. I think I should post it on Unity support subforum.