Best of Code Review — August 2025

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   Article

   Hacker News·41w

   Read That F*cking Code!

   AI coding tools like Claude Code enable developers to generate working code without reading it, but this practice leads to three critical issues: architectural decay, loss of domain knowledge, and security vulnerabilities. The author advocates for two responsible approaches: fast prototyping with post-session review for peripheral features, and synchronous pair-coding for core functionality. A comprehensive checklist covers architecture consistency, security scoping, meaningful tests, documentation, error handling, and performance considerations.

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2. 2
   Article

   Matthias Endler·41w

   How To Review Code

   A comprehensive guide to effective code reviewing based on two decades of experience. Emphasizes focusing on big picture design over syntax, the critical importance of good naming, being decisive when rejecting changes, and treating reviews as iterative communication processes. Key principles include running code locally when possible, asking clarifying questions, avoiding nitpicking on formatting, and continuously learning from the review process.

   493

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3. 3
   Video

   Web Dev Cody·39w

   This AI Tool Just Killed Code Reviews

   Claude AI can automate code reviews through GitHub Actions, providing comprehensive feedback on security issues, performance problems, and code quality. The tool creates two workflows: one that automatically reviews pull requests and another that allows developers to tag Claude to fix specific issues. The AI reviewer identifies problems like XSS vulnerabilities, missing sanitization, and performance concerns, then can automatically implement fixes when requested.

   22

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4. 4
   Article

   Graphite.dev·39w

   Introducing Graphite Chat

   Graphite launches Chat, an AI-powered conversational assistant integrated directly into pull requests. The tool allows developers to ask questions about code changes, get instant suggestions and fixes, and apply them without leaving the PR interface. Chat serves both code authors and reviewers by providing contextual understanding of diffs, customized suggestions based on existing codebase patterns, and the ability to make changes, run tests, and merge all in one place. The feature is currently free during beta for all Graphite users.

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