Langholm was the birthplace of Christopher Murray Grieve (known as Hugh Macdiarmid), the Scottish poet, who was a leading light in the Scottish Renaissance of the 20th century.
The first female corporate member of the Institution of Civil Engineers, Dorothy Donaldson Buchanan, was born and raised in Langholm, daughter of Rev. James Donaldson Buchanan, the longtime minister in Langholm Parish.