Overview

LaReview is a local-first code review workbench designed for senior engineers who want to understand system impact, not just catch surface bugs. Unlike AI tools that auto-post comment spam, LaReview helps engineers plan their review, map change flows, and produce focused, high-signal feedback.

It works alongside existing AI coding agents — including Claude, Codex, Gemini, and others — rather than replacing them. All data stays local with zero intermediate servers, directly addressing privacy concerns common with cloud-based code review tools.

Key Benefits

Transforms PRs or diffs into structured review plans grouped by flow and ordered by risk, not raw file order.
Keeps all data local — fetches GitHub/GitLab data via the CLI with no intermediate servers involved.
Learns from rejected feedback by analyzing "ignored" suggestions to reduce nitpicks and improve future review signal.
Automatically generates architectural diagrams before you read a single line of code.
Supports custom rules such as "DB queries must have timeouts" to enforce team standards automatically.
Submits review feedback directly to GitHub or GitLab PRs with auto-generated summaries.

How It Works

You paste a unified diff or a GitHub/GitLab PR URL into LaReview, which then fetches data locally via the GitHub or GitLab CLI. Your chosen AI coding agent analyzes the change and builds a task tree grouped by flow and risk. You execute the plan, add notes, track status, and push the completed review directly to GitHub or GitLab with an auto-generated summary.

Use Cases

Senior software engineers who need to understand architectural impact of a change before writing any comments.
Staff engineers conducting structured PR reviews who want risk-ordered tasks rather than file-by-file scanning.
Engineering teams with strict coding standards who use custom rules to automatically flag violations like missing DB timeouts or missing migration notes.
Security-conscious developers who require that no code or diff data leaves their local machine during review.
CLI-first developers who want to launch reviews directly from the terminal by piping git diff output.
Teams already using AI coding agents such as Claude Code or Codex who want a review layer on top of their existing workflow.

Why Choose This Product

LaReview is best suited for senior engineers and engineering teams who prioritize review depth and data privacy over speed and convenience. It is free and open source under MIT/Apache 2.0 licenses, making it accessible without vendor lock-in.

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