🔍 TL;DR: a CLI tool that fixes the missed files and drifting line numbers general-purpose AI agents tend to produce during code review, backed by a hybrid design battle-tested inside Alibaba. Title: alibaba/open-code-review URL: 📌 Highlights ⚙️ Hard constraints for precision-critical steps, AI only for dynamic judgment 📝 Generates structured, line-level review comments straight from Git diffs 🕵️ Full-file scan mode for auditing unfamiliar codebases 🛡 Built-in multi-language rules for NPE, thread-safety, XSS, SQL injection 🔌 Plugs into Claude Code, Codex, Cursor, and other coding agents 📊 Beats Claude Code on Precision/F1 across 50 repos and 200 real PRs 💰 Uses about 1/9 the tokens of comparable alternatives Getting battle-tested precision from thousands of internal developers as an open-source CLI feels like a genuinely useful shortcut. #CodeReview# #AIAgents#