Modern development teams ship code faster than ever. With AI coding assistants, CI/CD pipelines, and rapid iteration cycles, new features and endpoints land in production daily. But there is a problem: penetration testing has not kept up. Most teams still rely on manual pentests that happen once or twice a year, leaving months of untested code exposed. Shannon, an open-source AI-powered pentester built by Keygraph, changes this entirely by automating the full penetration testing workflow from reconnaissance to proof-of-concept exploit delivery.