Zero Manual Review: AI Coding Agent Self-Codes + Self-Reviews PRs
Modern software teams are shipping faster than ever, yet one bottleneck refuses to disappear: manual code review. Pull requests queue up waiting for approvals, senior engineers spend hours rechecking routine changes, and velocity slows precisely when demand peaks. While code review is essential for quality and security, the traditional, human-only model is no longer sustainable at scale. This is where the AI Coding Agent introduces a decisive shift. By self-coding features and self-reviewing pull requests, AI systems are eliminating the need for manual review on a large class of changes. Quality is enforced continuously, standards are applied consistently, and delivery accelerates without sacrificing control. Why Manual Code Review Became a Bottleneck Code review was designed for a slower era. Smaller teams, fewer releases, and monolithic systems made human review practical and effective. Today’s reality is different. Teams operate across microservices, deploy multiple times per ...