How most productive team at Google sets its Code Review Culture!

Google Algorithm. Archie AI, Code Review
Google Startups
  1. Set clear goals and criteria for the review, focusing on:
    • Code correctness and functionality
    • Code style and consistency
    • Performance and efficiency
    • Security considerations
    • Readability and maintainability
  2. Use a checklist to ensure you cover important aspects systematically.
  3. Review in small batches - aim for 200-400 lines of code per session to maintain focus.
  4. Take your time - don't rush through the review.
  5. Provide constructive feedback:
    • Be specific about issues
    • Explain the reasoning behind your comments
    • Suggest improvements rather than just pointing out problems
  6. Look for patterns rather than just individual issues.
  7. Run the code and test it yourself if possible.
  8. Use automated tools to catch basic issues before manual review.
  9. Foster a positive culture around code reviews - they should be collaborative, not adversarial.
  10. Follow up on the changes made after the review.

As part of building Archie AI, we focused on the above set of principles that guide our review process as well.