Self-improving LinkedIn content system launched

Duncan Rogoff has introduced a self-improving content system for LinkedIn that leverages Claude Code and Karpathy's Autoresearch. The system automates the generation of lead magnets, social media posts, and video content, continuously improving its performance each week. Key features include the ability to set up a daily LinkedIn pipeline and debug errors effectively. This development highlights the potential for AI to streamline personal branding and content creation on professional platforms.