Tag

Vibe Coding & Code Review

Tutorials, guides, and deep dives on code review for AI-assisted development.

10 articles

Cursor Bugbot Drops to 90 Seconds With Pre-Push Review Command

Cursor Bugbot runs in 90 seconds after Composer 2.5 upgrade, 22% cheaper with 10% more bugs found. A new /review command enables pre-push code checking.

Jun 11, 2026Read

build·advanced·6 min

Build an AI Code Review Bot for Your Team Tutorial

Build an AI code review bot for your team tutorial. Four capabilities and what makes AI review bots useful for teams reviewing AI generated code.

May 1, 2026Read

ship·intermediate·7 min

Pull Requests Reviewing AI Generated Code Effectively

Pull requests reviewing AI generated code effectively. Four review focus areas and what differs from human code review for AI assisted projects.

Apr 30, 2026Read

tools·intermediate·8 min

Using AI for Code Review Setup and Best Practices 2026

Using AI for code review 2026. Four review patterns, setup approaches, and best practices that make AI code review effective in production.

Apr 30, 2026Read

tools·intermediate·11 min

Using AI for Code Review Without Losing Your Mind

Learn how to set up AI code review that catches real bugs, enforces patterns, and speeds up your workflow. A practical setup guide for intermediate developers.

Apr 13, 2026Read

ship·intermediate·11 min

A Practical Code Review Checklist for AI-Generated Code

A practical code review checklist for AI-generated code covering security, logic bugs, performance, and quality issues that automated tools consistently miss.

Apr 12, 2026Read

foundations·beginner·10 min

When to Accept AI Code Changes and When to Push Back

When to accept AI code changes and when to say no. A practical review framework for vibe coders that balances shipping speed with code quality and safety.

Apr 6, 2026Read

pulse·intermediate·10 min

What Ghostty Banning AI Code Contributions Teaches Builders

Ghostty banned AI-generated code contributions. This analysis explores why, what it reveals about AI code quality, and how to contribute responsibly with AI.

Apr 5, 2026Read

pulse·intermediate·10 min

Why 41% of AI-Generated Code Gets Reverted and What To Do

41% of AI code gets reverted according to Stack Overflow data. Five real examples of why, plus the review patterns that catch bad AI code before it ships.

Apr 5, 2026Read

foundations·intermediate·10 min

The Compulsive Accept Trap and How to Break Free From It

The compulsive accept trap is when you stop reviewing AI code and just hit accept. Learn why it happens, why 41% of AI code gets reverted, and how to resist.

Mar 4, 2026Read

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