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what is open-code-review fr?

alibaba/open-code-review — explained in plain English

Analysis updated 2026-07-17 · repo last pushed 2026-07-03

9,881GoAudience · developerComplexity · 2/5ActiveSetup · easy

tl;dr

Command-line tool from Alibaba that automatically reviews code changes and flags bugs like null pointer errors, XSS, and SQL injection with precise line-by-line comments.

vibe map

mindmap
  root((open-code-review))
    What it does
      Automated code review
      Line-by-line comments
      Hybrid AI logic
    Tech Stack
      Go
      OpenAI
      Anthropic
      npm
    Use Cases
      Pre-merge PR checks
      Audit unfamiliar codebases
      CI CD pipelines
    Audience
      Developers
      Teams

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what do people make with this?

VIBE 1

Run as a pre-merge check that automatically flags null pointer errors, XSS, and SQL injection in a pull request.

VIBE 2

Use scan mode to audit an entire unfamiliar codebase for hidden bugs before making changes.

VIBE 3

Trigger a review as a slash command from inside Claude Code, Codex, or Cursor without leaving the editor.

VIBE 4

Wire it into CI/CD pipelines using environment-variable configuration for automated review on every push.

what's the stack?

GoOpenAIAnthropicnpm

how it stacks up fr

alibaba/open-code-reviewcontainerd/nerdctlbxcodec/go-clean-arch
Stars9,88110,08610,091
LanguageGoGoGo
Last pushed2026-07-03
MaintenanceActive
Setup difficultyeasymoderatemoderate
Complexity2/53/52/5
Audiencedeveloperops devopsdeveloper

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 30min

Requires bringing your own OpenAI- or Anthropic-compatible API key or gateway.

Free and open-source, specific license terms are not stated in the available content.

in plain english

Open Code Review is a free, open-source tool that automatically reviews code changes and flags potential bugs, things like null pointer errors, thread-safety issues, cross-site scripting, and SQL injection. It was originally built as Alibaba's internal AI code review assistant, where it served tens of thousands of developers and caught millions of defects before being released as an open-source project. You run it from the command line, and it produces specific, line-by-line comments rather than vague feedback. What makes it different from simply asking an AI assistant to review your code is its hybrid approach. Instead of letting the AI model do everything on its own, it uses fixed, deterministic logic to handle the parts that should never go wrong, deciding which files to review, grouping related files together, and making sure comments land on the correct line numbers. The AI model then handles the actual analysis and decision-making, like reading full file contents and searching the codebase for context. This split results in fewer false alarms, more accurate comment placement, and lower API costs compared to a purely AI-driven approach. The tool is designed for developers and teams who want automated code review without the noise. For example, a startup could run it as a check before merging a pull request, or a developer exploring an unfamiliar codebase could use its scan mode to audit entire files for hidden issues. It works on Windows, macOS, and Linux, and it integrates with AI coding agents like Claude Code, Codex, and Cursor as a slash command, so you can trigger a review without leaving your existing workflow. You do need to bring your own AI model, it supports OpenAI- and Anthropic-compatible endpoints, including custom private gateways. Configuration is straightforward through an interactive setup or command-line flags, and environment variables are supported for CI/CD pipelines. The project is written in Go and distributed as a single binary or an npm package.

prompts (copy fr)

prompt 1
Show me how to install open-code-review as a single binary and run it against my current git diff.
prompt 2
Walk me through configuring open-code-review with my own Anthropic-compatible API endpoint.
prompt 3
Help me set up open-code-review as a CI/CD step that blocks merges when it flags a bug.
prompt 4
Explain how open-code-review's deterministic file-grouping logic differs from just asking an AI to review my PR.
prompt 5
Show me how to trigger open-code-review as a slash command inside Claude Code.

Frequently asked questions

what is open-code-review fr?

Command-line tool from Alibaba that automatically reviews code changes and flags bugs like null pointer errors, XSS, and SQL injection with precise line-by-line comments.

What language is open-code-review written in?

Mainly Go. The stack also includes Go, OpenAI, Anthropic.

Is open-code-review actively maintained?

Active — commit in last 30 days (last push 2026-07-03).

What license does open-code-review use?

Free and open-source, specific license terms are not stated in the available content.

How hard is open-code-review to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is open-code-review for?

Mainly developer.

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