I Automated My Code Reviews Using Claude Code GitHub CLI (It Actually Works!)
Automate your pull request reviews with Claude Code GitHub CLI — a complete, hands-on setup for developers who want faster, AI-powered code reviews.
See how I integrated Claude Code with GitHub CLI to review my pull request.
Code reviews are painful — slow feedback, endless follow-ups, and missed edge cases.
So I decided to automate the whole thing using Claude Code and GitHub CLI — and yes, it actually works.
In this video, I’ll walk you through exactly how I integrated Claude Code with GitHub CLI to build a fully AI-powered code review workflow.
No browser tabs, no waiting for approvals — just instant feedback on every pull request.
You’ll see how Claude Code connects directly with your GitHub repository, analyzes diffs, detects logic errors, and posts structured review comments — exactly like a senior developer would.
By the end, you’ll learn how to:
-Install and authenticate GitHub CLI
-Set up and configure Claude Code CLI
-Use AI to automate pull request reviews and generate Markdown-style reports
-Improve your code quality and workflow
If you’re a developer, data scientist, or software engineer tired of slow manual reviews, this tutorial will save you hours every week.
⚙️ Why It Matters
-AI tools like Claude Code, Copilot, and Perplexity are changing how developers ship code.
-With this integration, you can run full reviews from your CLI, push clean commits, and merge faster — all while keeping human-level accuracy.
-It’s perfect for teams working on open-source projects, startups, or solo developers who want faster, more consistent code quality.
Affiliate Disclosure:
Some links in this description may be affiliate links. This means if you click on a link and make a purchase or enroll in a course, I may earn a small commission, at no extra cost to you. This helps support the MLTUT channel and allows me to keep creating free content for you.
Courses recommended on this channel may be from platforms such as Coursera, Udacity, Udemy, DataCamp, edX, and others. I only recommend courses that I genuinely believe can help you learn and grow in Machine Learning, Data Science, and related fields.
Thank you for your support!
🔗 Resources
🔗 Claude Code CLI Setup:
👉 https://claude.ai/code
💻 GitHub CLI Download Page (Windows / Linux / macOS):
👉 https://cli.github.com/
→ Claude Code: Software Engineering with Generative AI Agents
https://imp.i384100.net/5kgoYN
→ Building with the Claude API
https://imp.i384100.net/NGk7Nv
→ Claude Code in Action (CLI + Real Projects)
https://imp.i384100.net/6yvEPm
→ Intro to Claude AI (Beginner Friendly)
https://imp.i384100.net/5kgoj9
If this walkthrough helps, drop a comment — would you trust AI code reviews in your workflow?
And if you’re curious, I’ll be testing Claude Code vs GitHub Copilot X next week — subscribe so you don’t miss that breakdown.
#ClaudeCode #GitHubCLI #CodeReview #AIforDevelopers #DeveloperTools #AICoding #PullRequests #aiautomation
Timestamps:
0:00 Intro
1:04 What is Claude Code?
1:40 Why GitHub CLI Integration Matters
2:11 Step-by-Step Setup
5:29 Testing the Setup
7:07 Final Thoughts
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