As AI Accelerates Coding, Documentation Review Becomes the Bottleneck

As AI automates code generation, the productivity bottleneck shifts from coding to reviewing generated documentation. While AI can now handle code review, document review still requires critical human judgment—creating a new efficiency problem for development teams. Structured feedback systems, like MDXG Redline, become essential to enable faster iteration and prevent documentation review from becoming a pipeline bottleneck.