Open Code Review vs ESLint vs SonarQube: What Each Tool Actually Catches

Not a Replacement — A New Layer

Let's be clear: Open Code Review doesn't replace ESLint or SonarQube. It adds a new detection layer specifically designed for AI-generated code defects.

What Each Tool Catches

#### ESLint

• •✅ Code style violations
• •✅ Unused variables
• •✅ Missing semicolons
• •✅ Import order
• •❌ Hallucinated packages
• •❌ Stale APIs
• •❌ Cross-file logic gaps

#### SonarQube

• •✅ Code smells
• •✅ Security vulnerabilities (known patterns)
• •✅ Test coverage metrics
• •✅ Duplicated code
• •❌ Phantom dependencies
• •❌ AI-specific anti-patterns
• •❌ Auto-fix capabilities

#### Open Code Review

• •✅ Hallucinated packages (verified against registries)
• •✅ Stale/deprecated APIs (training cutoff awareness)
• •✅ Cross-file logic discontinuities
• •✅ AI-specific security anti-patterns
• •✅ Over-engineering detection
• •✅ Auto-heal (fix, not just report)
• •❌ Code style (use ESLint)
• •❌ Test coverage metrics (use SonarQube)

The Ideal Stack

ESLint          → Code style & syntax
SonarQube       → Traditional bugs & security
Open Code Review → AI-specific defects & auto-heal

These three tools are complementary, not competitive. Each catches a different class of issues.

Real Scenario: Why You Need All Three

Consider this AI-generated code:

import { fastHash } from 'crypto-fast-hash';
import { createServer } from 'http';
const server = createServer((req, res) => {
  const hash = fastHash(req.url);
  res.writeHead(200);
  res.end(hash);
});

• •ESLint: ✅ No style issues
• •SonarQube: ✅ No known vulnerability patterns
• •TypeScript: ✅ Compiles with mocked types
• •Open Code Review: 🚨 crypto-fast-hash doesn't exist on npm!

Getting Started with the Full Stack

# Add OCR to your existing CI alongside ESLint and SonarQube
npx @opencodereview/cli@latest scan ./src --level l3
npx @opencodereview/cli@latest heal ./src

No need to remove any existing tools. OCR runs alongside them in your pipeline.