awesome-ai-code-review
Awesome list of AI Code Review agents, copilots, and research papers.
https://github.com/kodustech/awesome-ai-code-review
Last synced: 13 days ago
JSON representation
-
Automated PR Agents
- Cursor Bugbot - powered PR review that runs automatically to catch real bugs and security issues with a low false-positive rate.
- Revieko - Repo-specific architecture drift detection in pull requests (structural risk + hotspots).
- Kodus
- Git AutoReview
- Greptile - repository awareness.
- AI Change Passport - GitHub Action and CLI that creates signed provenance reports for AI-assisted pull requests, helping reviewers see sensitive files, dependency edits, workflow changes, and test coverage signals.
-
Benchmarks
- Code Review Benchmark - powered code review tasks.
- SWE-bench - Evaluation framework for language models on real-world software engineering issues.
- HumanEval - OpenAI's dataset for evaluating code generation capabilities.
- Code Review Benchmark - powered code review tasks.
- ReviewBenchLite - Comprehensive evaluation of code review agents on top 100 git repos.
-
CLI & Local Workflows
- Aider - AI pair programming in your terminal.
- OpenCommit - Generates semantic git commit messages automatically.
- Mentat - Coordinate edits across multiple files using command line.
- prpack - Zero-dependency Node CLI that packs a pull request (diff plus the full post-change content of every touched file) into a single markdown file optimized for LLM code review. Companion [GitHub Action](https://github.com/Lucas2944/prpack-action) and [browser demo](https://lucas2944.github.io/prpack-demo/) available.
- LegacyDoc AI - VS Code extension that generates AI code audit reports, architecture maps, and review-ready context packs from a workspace before cleanup or code review.
- Signum - Multi-model code review pipeline that dispatches diffs to Claude, Codex, and Gemini as independent reviewers with adversarial isolation, then bundles findings into a tamper-evident proofpack.
-
IDE Assistants & Copilots
- GitHub Copilot - The standard AI pair programmer for autocomplete, chat, and inline edits.
- Claude Code - Claude's coding agent for terminal, IDE, and web workflows that can manage large codebases and implement changes.
- OpenAI Codex - OpenAI's coding agent that can read, modify, and run code, available as a VS Code extension with optional cloud delegation.
- Cline - Autonomous IDE agent that can create/edit files, run commands, and use the browser with user approval.
- SimpleReview - Browser extension for in-browser visual code review. Hover any element on a live website, click "Fix it" to get AI-powered fix suggestions in a side panel.
-
Key Research & Papers
- AI-Assisted Assessment of Coding Practices in Modern Code Review - based system for enforcing coding best practices in code review.
- Towards Practical Defect-Focused Automated Code Review
- Automated Code Review Using Large Language Models at Ericsson: An Experience Report
- DeputyDev -- AI Powered Developer Assistant: Breaking the Code Review Logjam through Contextual AI to Boost Developer Productivity
- CRScore++: Reinforcement Learning with Verifiable Tool and AI Feedback for Code Review
- Leveraging Reviewer Experience in Code Review Comment Generation
- A Survey on Machine Learning Techniques for Source Code Analysis
- BitsAI-CR: Automated Code Review via LLM in Practice - based automated code review in large-scale environments.
- AutoCodeRover: Autonomous Program Improvement
- Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation - tuning LLMs with QLoRA for generating accurate code review comments.
- Fine-Tuning Large Language Models to Improve Accuracy and Comprehensibility of Automated Code Review
- Lessons from Building Static Analysis Tools at Google - positive rates are crucial (validating the need for specialized agents).
-
Security & Static Analysis AI
- Snyk DeepCode - AI-powered engine to find security flaws faster than traditional static analysis.
Programming Languages
Categories
Sub Categories