SILT Artifact Deployment Environment (Semi-Conductor Intergrated Circuit Liner Technology) are code-based parser clusters used to enrich CPU/GPU performance. Using the Java foundation and the intergration of Python, PHP and CSS infrastructures, SILT artifacts enhance CPU/GPU efficiency and provide collaboration tools for high language vertical environment performance.