From ArmadeusWiki
Installation (done by default)
During Buildroot's Cross Compiler configuration be sure to have choosen following options:
Toolchain ---> Build gdb server for the Target
Toolchain ---> Build gdb for the Host
and optionally:
Toolchain ---> Build gdb debugger for the Target