Exoplanet atmospheres have become prime targets for astrobiologists in the search for life beyond Earth. This is because exoplanet surfaces can't be directly imaged yet, so astronomers must get creative in how they search for signs of life, also called biosignatures. Presently, powerful ground- and space-based telescopes like the Atacama Large Millimeter Array (ALMA) and NASA's James Webb Space Telescope (JWST) are improving in their ability to observe and analyze exoplanet atmospheres. But how did these atmospheres form and evolve, and what could this mean for the search for life beyond Earth?