Current Pain Points in Code Reviews:

• Time Consumption: Engineers spend 20-40% of their time on manual code reviews
• Review Bottlenecks: Pull requests sit waiting for review, delaying deployments
• Context Switching: Developers lose productivity when forced to switch tasks for reviews
• Inconsistent Quality: Review thoroughness varies based on reviewer expertise and available time
• Resource Constraints: Senior developers become workflow bottlenecks as their review load increases

The impact? Delayed releases, inconsistent code quality, and frustrated developers watching their code wait in the review queue while business value sits undelivered.