He was an associate editor of the Deutschen Wochenblatt, a journal for politics, art, and literature, and contributed to Leipzig publisher Velhagen & Klasings Monatsheften.
The composer Heinrich Kaspar Schmid included a setting Busse's poem "Schöne Nacht" in his Op.
Busse belonged to a circle of writers supported by Ludwig Stollwerck, a Cologne chocolate magnate and entrepreneur.
Other writers included poet "T. Resa" (Theresa Gröhe, née Pauli-Greiffenberg), zoology professor Paul Matschie, author Hans Eschelbach, journalist Julius Rodenberg, author Joseph von Lauff, novelist Gustav Falke, and the poet Anna Ritter.
In 1924, his widow rented the ground floor of their house at 25-6 Heidestrasse in Berlin's Steglitz district to Dora Diamant and Franz Kafka under the name "Dr. Kaesbohrer".