Abstract: A system for security and software development intelligence is provided. The system includes an ontology infrastructure, which includes a web ontology language, an ontology rule system, and an ontology inference engine. The system also includes an adjustable ratings calculation module for calculating a rating of a plurality of coding errors located in the web ontology language. Moreover, the system includes a data fidelity and reduction module for reducing the complexity of the web ontology language.