Linking here the excellent informational thread about numpy 2.0 from Pey Lian Lim (astropy infrastructure):
https://groups.google.com/g/astropy-dev/c/cFXBgU1gcCg/m/_OYYmeHmAgAJ
If your software depends on numpy or any library depending on numpy this can be interesting to read.