According to Richard Seroter, while AI tools are becoming increasingly capable of generating code for Flutter apps, they fall short in architecting scalable systems. He highlights that AI-generated code may perform well for apps with smaller user bases but struggles to meet the demands of larger-scale applications. Seroter also notes the emergence of tools such as MCP and Skills that incorporate scalable best practices from the outset, which may bridge this gap in the future.