There're a few Go IDEs that integrate GDB into the IDE.
http://geekmonkey.org/articles/20-comparison-of-ides-for-goo...
I'm the author of one of them (Zeus) and while the results are not as slick as the Visual Studio debugger it's a better than straight out GDB.
Using GDB seems akin to working with assembly