Midjourney released Scanner, a tool enabling users to upload images for precise style and structure replication. Meanwhile, new agent loop architectures prioritize iterative self-correction over linear execution to reduce hallucinations. These updates shift the focus from simple prompting to structured control. Developers can now build more reliable autonomous workflows using these refined feedback loops.