Code Review Checklist Template 2025: Everything You Need to Ship Better Code

<blockquote> <p><em>This article was originally published on <a href="https://dingjiu1989-hue.github.io/en/tech/code-review-best-practices.html" rel="noopener noreferrer">AI Study

<p>Last month, our team's bug escape rate dropped from 23% to <strong>under 3%</strong>. We didn't hire more QA engineers. We didn't write more tests. We started using Claude as a

<h2> Your Code Reviews Are a Bottleneck </h2> <p>Every engineering team has the same problem: PRs sit in review queues for hours (or days). Senior engineers spend 30% of their

<h2> Introduction </h2> <p>Code reviews. For many developers, they are a necessary evil — a box to check in the development process. However, I have come to appreciate them as a

<h2> What is AI code review? </h2> <p><strong>AI code review is the automated analysis of code changes using artificial intelligence to find bugs, security vulnerabilities,

<h2> The state of AI code review in 2026 - an industry that grew up fast </h2> <p>Two years ago, AI code review was an experiment. A handful of early-stage startups were trying to

<p>I read the phrase "spec-driven development" and immediately decided it was for people without taste. Six months later, Claude Code generated a discount system that applied

<h2> Why GitHub PR review matters </h2> <p>Pull request review is the last checkpoint before code enters your main branch. Every bug, security vulnerability, and design flaw that