Yes, you should get the development packages. It ought to provide gcc (the standard compiler) and most other stuff you'd need to compile, though it depends greatly on the software you're attempting to compile. Most 'configure' scripts that come with source code will tell you what else you may need to compile, so watch for warnings/errors from the configure script; those should lead you towards what additional libraries you might need.
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