Marvin is an AI documentation assistant that indexes your project’s repositories and documentation files to provide developers with instant, precise answers. By leveraging advanced NLP, Marvin understands queries in natural language, fetches relevant code examples, and highlights documentation sections. It integrates directly into your docs site or a standalone web tool, enabling teams to reduce support tickets, speed up onboarding, and maintain documentation quality without manual intervention.

README101 is an innovative tool that significantly enhances the quality of README files for developers working on open-source projects. Utilizing advanced AI, it provides real-time feedback and tailored suggestions to improve the clarity and effectiveness of documentation. By simplifying the documentation process, README101 empowers developers of all skill levels to create high-quality project summaries that attract users and contributors. With its easy-to-use interface, users can focus more on development while ensuring their project documentation remains relevant and up-to-date.