by the way; meanwhile; on the other hand; by extension
Used to shift topics or introduce a related but different point. Often appears at the beginning of a sentence or clause. The 'by extension' sense is less common and typically found in explanatory or dictionary contexts.
By the way, let's move on to the next topic.
He is a doctor, but on the other hand he is also known as a novelist.