The fan wasn't working anymore, and made a light repetitive click noise.
Well. But opening was enough. No need to change the fan, there was just some crumble blocking the fan…
MacBook Air 11" (Mid 2011-Early 2015) Fan
P5 Pentalobe Screwdriver Retina MacBook Pro and Air