The author critiques GraphQL's utility in large enterprise setups, arguing that many of its benefits, like reducing overfetching, are already handled by existing architectures like Backend for Frontend (BFF). He points out that GraphQL can introduce complexity and slow down development, making it less appealing compared to REST in most cases.