Explore a 13-minute lightning talk that unveils Mentor, an innovative AI-powered tool transforming open source networking repository management. Learn how advanced AI/ML algorithms are being deployed to analyze, evaluate, and repair repositories, enhancing security, service quality, and reliability of open source networking solutions. Discover how this groundbreaking approach identifies development priorities and potential dependency issues while supporting critical infrastructure needs across 5G deployment, government systems, and business automation. Gain insights into how this technology creates a collaborative learning environment that drives industry-wide advancement in the rapidly evolving intersection of AI and open source networking.