I assume the atmosphere microorganisms on Earth started in a terrestrial tidal pool though and evolved from there. There’s the rub for thinking about atmosphere organisms existing on other planets.
“Recent studies from September 2019 concluded that Venus may have had surface water and a habitable condition for around 3 billion years and may have been in this condition until 700 to 750 million years ago.”