TDI means Too Deep In. Pretty much it can be used in a sentence to describe a person who is heavily involved or invested in something.
For example, youâre playing a game with some friends. A friend gets extremely mad cause he is losing and start lashing out over it. You can tell him he is TDI (Too Deep In) because its just a game and isn't that serious.