Sagebrush is a browser-based Python environment that supports file operations, Markdown cells, and interactive computation. It includes built-in mathematical libraries like NumPy and Matplotlib, Sage symbolic calculus tools, and runs code locally in a Web Worker without sending data elsewhere.