First, thank you! Sadly, this didn't help.
In ended up deleting (renaming)~/.config/Code which helped. Luckily enough all the plugins survived because they are installed under ~/.vscode
Actually, while figuring things out, I did also install Codium and copied the extensions folder from VSCode to the codium folder... Works like a charm - might stay there for the peace of mind.