The Ruby language has been used for scripting jobs, but most often it is used as a general-purpose programming language. It can be used to write GUI applications and middle-tier server processes, as well as for managing server machines and databases. Ruby is also used for working with Web pages, interfacing to databases and producing dynamic content. Some clients are using it to write artificial intelligence and machine learning programs, and have been found to be useful as a means for exploratory mathematics and formatting book publications. It is a wonderful language for creating solutions in a variety of problem domains.