Twinstar Cyclone Runaway (novel ver.) by Ogawa Issui — Ongoing

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Six thousand years in the future, humanity has established a civilization in the atmosphere of a gas giant named Fat Beach Ball. There, inhabitants of the resource-starved planet catch Besshu, fish-like creatures that "swim" through the skies. Fishers (exclusively male-female pairs customarily seen as a married couple) use malleable aircraft to bring in their catch.

The story follows Terra Intercontinental Endeavor, a woman looking for a partner, and Diode, a mysterious girl with terrific piloting skills, as they work to establish their same-sex partnership and bring home a successful catch.

Ogawa's original "Twinstar Cyclone Runaway" short story was nominated for the Seiun Award in 2020.

A text version and links to purchase the original Japanese novels can be found on the translators’ website.
The manga adaptation is also on Dynasty Reader.

Volume 1
Chapter 0: Prologue released Nov 28 '24 Suicide
Chapter 1 released Dec 3 '24