It seems like OSGeo4W is made out of several heterogenous compilers.
I'm surprised there is so little (not a single ?) "runtime library
incompatibility hell"...

oh dll hell has shown it's face around here alright. :)
That's why Frank built dllupdate (http://trac.osgeo.org/osgeo4w/wiki/dllupdate).

I can't speak to the preferred or advised development environment as I don't do that. I think it's pretty much whatever the package maintainers come to the table with, excepting setup.exe which is detailed here http://trac.osgeo.org/osgeo4w/wiki/SetupDevelopment.

cheers,

-matt
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