Jing Li is a digital content marketer at Hygraph, the federated headless CMS. She writes about content modeling, headless architecture, and AI-powered content operations, such as connecting Claude to a CMS through MCP to run bulk localization safely. Her work draws on what Hygraph sees across many headless projects: how teams structure content, how editors work in the CMS, and where automation saves real time.
