100% Local-First AI Pull Request Reviewer. Ship Better Code, Review & Fix Faster.

CodeCrab is a native AI desktop app that learns your codebase. It combines your skills with specialized CodeCrab review skills, orchestrating your local CLIs to review PRs with zero code leaving your laptop.

Includes a ready-to-test demo project — install, open, and see it in action without connecting your own code.

Works with

GitHubClaude CodeJiraGitLabSoonBitbucketSoonCursorSoonCodexSoon
FEATURES & CAPABILITIES

Built for Privacy, Speed, and Engineering Control

Everything CodeCrab offers to accelerate your review workflow.

PULL REQUEST CODE REVIEW

Review your teammates' PRs faster

Open any Pull Request from your colleagues and let CodeCrab walk through the diff with you. It maps AI observations directly onto the changed lines, so you catch bugs, risky patterns and regressions fast — before you hit "Approve".

  • Full codebase context, not just diffs — reviews against your entire local repo, types and test suite.
  • 100% local-first — catches logic bugs and regressions without uploading a single line to the cloud.
See how the review works
CodeCrab reviewing a teammate's Pull Request with inline AI observations on the diff
Live PR review: file tree, diff viewer and inline AI observations
CodeCrab deeply investigating feedback left on my Pull Request and tracing it to the right solution
Live investigation: understand every observation and reach the right fix
MY PRs — FEEDBACK, FIX & REVIEW

Turn feedback on your PRs into the right solution

When a teammate leaves an observation on your Pull Request, CodeCrab runs a deep investigation for you. It digs through the code around every comment, connects it with your project's context and helps you understand — as precisely as possible — what the observation really means and what the correct solution looks like.

  • Deep, read-only investigation of every reviewer observation on the diff.
  • Assisted fix on your local branch, verified against your own test suite.
See how the fix workflow works
PRE-PUSH CODE REVIEW — LOCAL CHANGES

Catch bugs before the Pull Request even exists

Still working locally? Before you create the Pull Request, let CodeCrab review your local changes. It detects errors early, investigates every finding as deeply as needed, and helps you apply the right fix — so the PR you finally open ships cleaner, higher-quality code.

  • Read-only review of your in-progress local changes, before anyone sees the diff.
  • Investigate findings fast and apply the fix while the context is still fresh.
See how the pre-push review works
CodeCrab reviewing local changes before push, with AI findings and fixes applied before creating the Pull Request
Live pre-push review: local changes analyzed before the PR is created
CodeCrab skills by repository: per-repo review profile, master review agent and generated CodeCrab review skills
Built around your setup: repositories, skills, models and language — all configurable
LOCAL INTEGRATION & EXTENSIBILITY — PLUGS INTO YOUR WORKFLOW

It learns your codebase — and amplifies everything you already have

Connect any repository, and CodeCrab learns its rules and patterns—building a per-repo review profile that powers specialized review agents and custom skills. It integrates seamlessly with your local skills, Claude Code, and Jira. We don't replace your setup—we complement it and let you extend it without limits.

  • Learns each repo's patterns into a review profile and deep skills — reviews tuned to your codebase.
  • Your skills + CodeCrab agents — reuse your existing local skills, combine them with ours, and extend as far as needed.
See everything it integrates with

Absolute Privacy & Security

100% On-Device Architecture

  • Zero-Code Uploads: Your source code never leaves your laptop or passes through external cloud databases.
  • Compliance-Ready: Works in strict corporate environments—no code is sent to third-party AI clouds.

Engineering Speed & Productivity

High-Impact Review Workflow

  • Early Bug Detection: Catches logic flaws, security risks, and regressions directly on your diff.
  • 1-Click Local Fixes: Generates verified code patches ready to apply directly to your local branch.

Total Control & Zero Risk

You Are in Full Control

  • Read-Only by Default: Never commits, pushes, or posts public GitHub comments without your explicit permission.
  • Local Test Verification: Runs your native test suite (cargo test, pytest, npm test) before applying changes.

Economic Efficiency & Token Reuse

Reuse What You Already Pay For

  • Reuse Existing Subscriptions: Connect directly to the tools and subscriptions you already pay for (Claude Code, Cursor).
  • Full Model & Cost Control: Choose which AI models to run and control exactly how much you spend on code reviews.

Native & Fluid User Experience

Desktop-First Performance

  • Instant & Lightweight: Blazing-fast native desktop performance, minimal RAM consumption, and instant startup.
  • Precision Diff Navigation: Clear changed-file tracking, inline observation badges, and clean multi-file diff inspection.

Local Integration & Extensibility

Plug & Play: Amplify Your Engineering Skills

  • Adaptive Codebase Profiles: Learns each repository's unique rules and patterns to build a custom review profile tuned specifically to your project.
  • Limitless Customization: Plugs into your existing Claude Code, Cursor, and local custom skills—allowing experienced engineers to enforce their own standards without replacing their workflow.

CodeCrab vs. cloud review bots

The difference isn't the model — it's where your source code ends up.

Capability / FeatureCodeCrab (Local-First)Cloud SaaS Bots
Code Privacy & SecurityNever leaves your machine (100% Client-Side)Uploaded & processed on vendor cloud servers
GitHub PermissionsYour own CLI login (gh)Requires org-wide OAuth admin permissions
Execution TransparencyLive Execution Console (real-time stdout/stderr)Opaque "black box" cloud pipeline
Tool OrchestrationUses your local Claude Code & Cursor setupsLocked to vendor's fixed model wrappers
Local VerificationExecutes your local test suite (pytest, npm test)Cannot run or verify local test suites
Performance & SpeedInstant local app native executionQueued background cloud runners
WHY I BUILT CodeCrab

Crafted by engineers who review code daily.

Hi, I'm Edy — software engineer with 14+ years of experience, including years building systems at Google and Pinterest. As software engineering moves faster and AI toolsets generate code at unprecedented speeds, our primary bottleneck has shifted from writing code to reviewing Pull Requests efficiently.

I built CodeCrab initially as a personal tool to solve my own workflow headaches: I needed a way to perform deep, Staff-level code reviews fast, without uploading sensitive private code to third-party servers.

By making it a 100% Local-First Desktop App, CodeCrab gives you total privacy and complete control over your review pipeline. It reuses the local AI subscriptions you already own (like Claude Code or Cursor) with zero server markups or hidden fees.

CodeCrab is currently in Public Beta version. I am actively refining it based on real engineering workflows, and I'd love to hear your feedback as we build the ultimate client-side review experience together.

Connect on LinkedIn

Supercharge your engineering workflow today.

Free Public Beta — Runs 100% on your machine. No code leaving your laptop

Includes a ready-to-test demo project — install, open, and see it in action without connecting your own code.