The primary reason for this loader is that a large number of computer games for the Amiga don't properly interact with the AmigaOS operating system, but instead run directly on the Amiga hardware, making assumptions about specific control registers, memory locations, etc.
The first public release of WHDLoad was on September 5, 1996 and version 18.2 is the latest available in December 2015.