Alibaba Open-Sources open-code-review — Deterministic Pipeline Plus LLM Agent Claims Higher Precision at ~1/9 the Tokens, +1,066 Stars Today

GitHub·high signal

alibaba/open-code-review is 67 days old at 12,587 stars and gained 1,066 today, making it #2 on GitHub daily trending. The Go tool splits review into a deterministic engineering pipeline (file selection, comment positioning) and an LLM agent (dynamic decisions, context retrieval), on the argument that 'deterministic engineering logic — not the language model — guarantees correctness'; its benchmark section claims significantly higher precision and F1 than general-purpose agents at roughly one-ninth the tokens. Apache-2.0 (Copyright 2026 Alibaba), with CI integrations for GitHub Actions, GitLab CI, GitFlic CI, and Gerrit, plus Claude Code, Codex, and Cursor adapters.