Forkable GTM system for builders struggling with marketing
LaReview turns a GitHub PR or unified diff into a structured review plan. Instead of scrolling files, you review intent, tasks, and relevant hunks in a deliberate order. Everything runs locally using your own GitHub CLI and AI agent.
LaReview syncs review feedback directly to GitHub/GitLab PRs with automatic summary generation, allowing users to export reviews to Markdown and maintain consistent documentation across git hosts.
LaReview's high-signal framework uses custom rules to proactively identify authenticated bugs and focuses feedback on specific lines, eliminating generic comments. The learning patterns feature analyzes rejected feedback to calibrate future reviews and reduce nitpicks.
LaReview is local-first and open source. It fetches PR data via GitHub/GitLab CLI locally, links to local Git repos for full codebase context, and processes everything on the user's machine with zero data leaks to cloud services.
LaReview works with multiple AI coding agents (Claude, Codex, Gemini, Mistral, OpenCode, Qwen) and supports CLI integration. Users can pipe git diffs directly or launch reviews from the terminal, integrating seamlessly into existing development workflows.
LaReview transforms diffs into structured review plans with AI-powered analysis that identifies flows and hazards. It generates visual diagrams of architectural changes and groups review tasks by risk level, enabling senior engineers to understand system impact before diving into code.