Blog

Articles on AI code review, GitHub Apps, and engineering best practices.

March 14, 2026

How We Built CodeHawk: AI Code Review with Inline PR Comments

A behind-the-scenes look at building a GitHub App that uses Claude to review pull requests and post inline comments automatically.

March 14, 2026

5 Types of Bugs AI Code Review Catches (That Slip Past Humans)

AI code review catches SQL injection, null pointer dereferences, missing error handling, async bugs, and off-by-one errors that human reviewers miss when tired.

March 14, 2026

AI vs Human Code Review: What Each Does Better

AI code review and human review are complementary. Learn what each does best and how to use both for faster, higher-quality PRs.

March 14, 2026

How to Set Up Automated Code Review in 5 Minutes

Step-by-step guide to installing CodeHawk, the AI GitHub PR review bot. Free to start, no credit card required.

March 16, 2026

AI Code Review on GitHub: 5 Types of Bugs You're Missing Without It

Most teams have code review, type checkers, and passing tests—and still ship bugs. AI code review on GitHub catches the issues automated tools and tired humans both miss.

March 16, 2026

How to Set Up a GitHub PR Review Bot in 5 Minutes (Step-by-Step)

Step-by-step guide to installing a GitHub PR review bot. Automated code review posts inline comments on every pull request, free to start.

March 16, 2026

Common Node.js Bugs CodeHawk Catches (So You Don't Have To)

JavaScript's flexibility hides bugs that slip through reviews. See how AI code review catches async errors, unhandled rejections, and security issues in Node.js projects.

March 16, 2026

Common Python Bugs CodeHawk Catches — Async, Django, and Data Science Edition

Python's flexibility is a blessing and a curse. AI code review catches async pitfalls, Django security issues, and data science bugs before they hit production.

March 16, 2026

Common Go Bugs CodeHawk Catches — Concurrency, Error Handling, and Security

Go's concurrency model is elegant and a source of subtle bugs. AI code review catches goroutine leaks, unchecked errors, and security issues in Go codebases.

March 16, 2026

How to Read and Act on CodeHawk Feedback

Your first AI code review posted inline comments on your PR. Here's how to interpret severity levels, triage feedback, and get the most out of automated review.

March 16, 2026

GitHub Pull Request Automation Best Practices: A Guide for Growing Teams

PR workflows that work at 5 engineers break at 20. Learn the automation best practices that let growing teams maintain code quality without drowning in review overhead.

March 16, 2026

Automated Security Code Review for GitHub: Catching Vulnerabilities Before They Ship

Every team thinks their developers are careful about security—until a SQL injection ships on a Tuesday. Automated security code review catches vulnerabilities at PR time.

March 16, 2026

Understanding Your First CodeHawk Review

Just installed CodeHawk and got your first AI review? Here's how to read inline comments, understand severity levels, and decide which feedback to act on.