Status of specialised Free Software

Hard to install
Hard to maintain
Hard to use because of lacking GUI
Strange Licenses
Orphaned upstream
Porting issues (architectures, byte order, 32 vis 64 bit)
Data format not exchangeable
Parallel development of the same functionality
Used tools or back ends are not intended for those applications

Lack of an integrated framework