Introduces a chat loop where users send instructions to an agent that applies changes (create/update/delete phases, tasks, pages) and stays alive for follow-up messages. Includes schema + migration, repository layer, chat prompt, file-io action field extension, output handler chat mode, revert support for deletes, tRPC procedures, events, frontend slide-over UI with inline changeset display and revert, and docs.