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uVision fails to find header files on network drive

I have a Windows running in a VirtualBox VM (Keil uVision isn't supported on the Linux host).

I have a uVision project with a proprietary ARM MCU from NXP. The project is in Git, and everything works fine when I check it out into a native drive (C:).

However, if I use the very same project on a network drive (Y: in that case, it's a shared folder from the VirtualBox host), it fails to find all the include files during compilation. Copying the entire tree from the network drive into a subdirectory of C:, it works without any further changes.

How would one debug this? Is there any remedy? Being able to directly edit the files on the host would be a great win for me, as I'm way more familiar with the editor there compared to the integrated editor of uVision.