LaReview

LaReview is a free, open-source code review workbench, created by developer known as Puemos, that transforms GitHub or GitLab pull requests and unified diffs into structured review plans with AI-generated feedback. Rather than generating scattered inline comments, it emphasizes deep analysis, identifying architectural flows and risks and helping reviewers plan their review strategically. LaReview offers a task-focused interface grouping findings by risk level with file heatmaps, custom rule enforcement for team standards such as timeout requirements, local Git repository integration for additional context, and direct submission of GitHub or GitLab PRs with auto-generated summaries. It also produces visual architecture diagrams, includes a learning system that adapts based on rejected feedback, and offers a CLI for terminal-based workflows, supporting multiple AI coding agents including Claude, Codex, and Gemini. LaReview is local-first, free, and open source under MIT/Apache 2.0 licenses, with comprehensive documentation, a published security policy, and recent releases indicating active maintenance.