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ai guide

Where AI Code Review Stands Now: Lessons from Cloudflare's Multi-Agent System

Cloudflare ran a Multi-Agent Code Review system internally for 30 days — 131K reviews, median 3 minutes. This post breaks down their architecture and compares it with solutions from Anthropic, GitHub, CodeRabbit, Greptile, and others.

#ai-code-review#multi-agent#cloudflare#claude-code#coderabbit#llm-ops#devops
tech guide

How to Classify Code Review Comments? From Conventional Comments to AI Review Tool Taxonomies

Three main classification systems dominate: Conventional Comments (label-based), Google's severity prefixes (Nit/Optional/FYI), and SonarQube's four quadrants (Bug/Vulnerability/Code Smell/Hotspot). AI review tools have each developed their own taxonomies, but the core dimensions consistently converge on four areas: correctness, security, performance, and maintainability.

#code-review#conventional-comments#ai-code-review#coderabbit#github-copilot#sonarqube#dx