A python framework called carmapy has been introduced for simulating microphysical clouds in planetary atmospheres. The development of carmapy is not directly linked to other recent astrobiology findings, which include discoveries about exoplanets, methane outgassing, and the search for extraterrestrial life. These various studies and carmapy appear to be separate advancements in the field of astrobiology and planetary research.