AI Code Review

Creator

Creator

Seonglae Cho

Created

Created

2023 Jun 7 13:6

Editor

Editor

Seonglae Cho

Edited

Edited

2026 Mar 10 15:43

Refs

Refs

Automated Code Review

Using multiple code review AIs is beneficial

Codex

Github Copilot

Cursor.so

Graphite Dev

Claude Code

github pr comment automation

Gemini CodeAssist

github-pr-summary
flows-network • Updated 2026 Apr 12 7:8

github-pr-review
flows-network • Updated 2026 Apr 9 10:34

git-rewrite-commits
f • Updated 2026 Apr 15 4:29

SWE-CI Benchmark
CI / CD
SWE-CI
SKYLENAGE-AI • Updated 2026 Apr 17 5:56

skylenage/SWE-CI · Datasets at Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/datasets/skylenage/SWE-CI

skylenage/SWE-CI · Datasets at Hugging Face

https://arxiv.org/pdf/2603.03823

Benchmark

2026 AI Code Review Benchmark: Precision, Recall & F1 Score Analysis

2026 AI code review benchmark analyzing precision, recall, F1 score, false positives, and real-world pull request performance.

2026 AI Code Review Benchmark: Precision, Recall & F1 Score Analysis

https://entelligence.ai/code-review-benchmark-2026

2026 AI Code Review Benchmark: Precision, Recall & F1 Score Analysis

Necessary for AI code scaling

A Practical Approach to Verifying Code at Scale

We train and deploy an AI review agent optimised for precision and real-world use, enabling oversight to scale with autonomous code generation.

https://alignment.openai.com/scaling-code-verification/

Automatic code reviews with OpenAI Codex

Maja Trębacz and Romain Huet show you how to set up Codex to automatically review new pull requests in GitHub and in the Codex CLI, and discuss the research approach we used to train our models to generate quality code reviews. Timestamps: 00:00 Intro 01:23 Automatic code review in GitHub 02:34 Codex code review vs static analysis 03:31 Training models for high-signal code reviews 04:18 How OpenAI uses Codex code review 05:57 Customizing code review with AGENTS.md 06:58 Code reviews in the Codex CLI Try it yourself: Code review: http://chatgpt.com/codex/code-review Learn more: Codex: openai.com/codex Developer docs: https://developers.openai.com/codex/cloud/code-review

Automatic code reviews with OpenAI Codex

https://www.youtube.com/watch?v=HwbSWVg5Ln4

Automatic code reviews with OpenAI Codex

How to Make LLMs Shut Up

Everything that went wrong trying to make our LLMs say less.

https://www.greptile.com/blog/make-llms-shut-up

How to Make LLMs Shut Up

Backlinks

Github Repository

Recommendations

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