AI Code Review Agent
Build an AI code review agent that analyzes pull requests, detects bugs and anti-patterns, scores code quality, suggests improvements, and integrates with your CI/CD pipeline.
"This PR introduces a potential SQL injection on line 42 and the error handling in the retry loop is incomplete"
6 Modules
Each module builds on the previous one. By the end, you have a complete production system.
- 1
Code Parsing
Diff parsing + AST + symbol resolution
- 2
Issue Detection
Bug, security, anti-pattern detectors
- 3
Quality Scoring
Multi-dimensional scoring + trends
- 4
Review Generation
Inline comments + fix suggestions
- 5
Review App
Dashboard + diff viewer + quality gauge
- 6
Production Pipeline
GitHub webhook + CI/CD + feedback
Production patterns you'll master
Synthetic data included
- Code diff samples (200 PRs)
- Code quality rules (JSON)
- Review comment history
- Repository metadata
- CI/CD pipeline configs
What you walk away with
Shareable portfolio
A public URL showing your module timeline, patterns mastered, and completion status.
All the code
Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.
Module walkthrough
Each module documented with deliverables and the production pattern you implemented.