Resources
- There Is an AI Code Review Bubble - Honest take on why most AI code review tools are fundamentally limited. Shallow diff-only reviews produce noise, not signal. (HN discussion, 351 points)
- How We Made Our AI Code Review Bot Stop Leaving Nitpicky Comments - Practical deep-dive into the #1 problem: LLMs leave too many low-value comments. Details what worked and what didn’t to reduce noise. (HN discussion, 257 points)
- Google Engineers Launch Sashiko for Agentic AI Code Review of the Linux Kernel - AI code review applied to one of the most demanding environments: high-stakes, low-level C code with strict quality standards. (HN discussion)
- Get an AI Code Review in 10 Seconds - DIY, no-nonsense approach to lightweight AI code reviews using existing tools. (HN discussion, 142 points)
- Benchmarking GPT-5 on 400 Real-World Code Reviews - Systematic benchmark of LLM performance on real pull requests, not synthetic examples. (HN discussion)