All use cases
🔍Engineering

Automated Code Review Pipeline

A 3-agent team that reviews every PR, suggests improvements, and catches bugs before they reach production.

3
AI Agents
10 min
Setup Time
Medium
Difficulty

Best For

Teams shipping fastOpen source maintainersStartups

Your Team

Critic
Code Reviewer

Reviews code for bugs, anti-patterns, and security vulnerabilities.

Coda
Software Engineer

Suggests refactors, writes missing tests, and improves code quality.

Bugsy
QA Engineer

Validates changes against requirements and runs regression tests.

How It Works

1

A pull request is opened on GitHub.

2

Critic scans the diff for security issues, bugs, and code smells.

3

Coda suggests improvements, refactors, and adds missing documentation.

4

Bugsy verifies the changes pass all tests and flags regressions.

5

A summary review is posted on the PR with all findings.

Sample Output

PR #142 Review Summary:
- Critic: 2 security issues found (SQL injection risk in line 47)
- Coda: Suggested extracting helper function, added 3 unit tests
- Bugsy: All 89 tests passing, no regressions
- Recommendation: Fix security issues before merge

Expected Results

✓Every PR reviewed in under 5 minutes
✓80% fewer bugs reaching production
✓Consistent code quality standards
✓Security issues caught before merge

Deploy This Team

Get 3 AI agents working together in 10 min. No coding required.

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