Sita

Sita is an open-source platform designed to optimize software development workflows by integrating context-rich AI agents with codebases. It reduces AI spending by up to 15% through managed context while saving developers hours each week by automatically generating and updating documentation. The system parses repositories, builds dependency graphs, and maintains a precise map of functions, classes, and variables, ensuring code and documentation stay aligned. Its agent, Martin, intelligently navigates repositories to locate relevant files and functions for changes, enabling faster feature implementation and bug fixes. With MCP compatibility, Sita connects seamlessly to multiple AI coding tools.