AI Reviewers by Avindra Fernando

  • PR Queue Issue with AI. More prs, not enough time to review prs
  • AI transforming code reviews
  • Github Copilot for reviewing
  • qodo
  • coderabbit
  • why
    • reproduces bugs before commenting
    • security vulnerabilities
    • detection of small bugs
    • tests in sandbox
    • reviewed in minutes
  • Coderabbit - sequence diagram
  • qodo - walkthroughs, diagrams, file changes, agent prompt to fix the issue

IDE, PR Bot, Agentic Review

Gotcha

  • recommending incorrect solutions
  • suggesting infinite rendering
  • no sx in react router Humans in Play
  • AI struggles with context
  • train it for better answers
  • architecture is a struggle
  • code of ethical behavior
  • compliment not replace AI vs human strength by task type
  • Design - provide to AI for reviewing UI
  • ask questions back to the agent
  • prevent pii exposure
  • out of memory crash? Speaker: Avindra Fernando — @avindrafernando, Taprobane Consulting, LLC