KISS
The KISS (Keep It Simple, Stupid) principle stresses the importance of making a conscious effort to simplify wherever possible, since the less complexity a project has the easier it is to understand, debug, and the less that can go wrong.
This principle has been around for a very long time and is applicable to most other disciplines, however it has a particular relevance to software development where developers can all too easily create complicated balls of mud.