SMRTR ProgrammingJul 2, 2025Dev.to

Beyond 'LGTM': Creative Code Review Practices That Actually Work

SMRTR summary

A simple "LGTM" on a pull request might seem harmless, but it's often a smokescreen for authentic quality assurance. Engineering teams worldwide are pioneering creative code review approaches that actually move the needle on code quality and collaboration.

Pair reviewing, where two developers examine changes together in real-time, is gaining traction. This approach fosters knowledge transfer and catches subtle issues that might slip through individual reviews.

Teams are also finding the right balance between synchronous and asynchronous reviews, adapting their approach based on the complexity of the changes and the team's needs.

AI code review agents are becoming invaluable allies, especially for non-technical reviewers. These systems excel at spotting security vulnerabilities, performance issues, and subtle bugs that humans might overlook.

Some teams are embracing co-creation patterns like pair and mob programming, integrating review into the creation process itself. This continuous review approach achieves both high throughput and high quality.

The key to successful implementation? Start small, iterate fast, and focus on constructive feedback. By moving beyond the "LGTM" mentality, teams can transform code review into a powerful catalyst for innovation and learning.

SMRTR provides this summary for quick context. The original article belongs to Dev.to.

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