One useful way to review AI-generated code: ask the model to argue against its own solution. Request failure modes, hidden assumptions, race conditions, and the tests that would prove it wrong. #ClaudeAI #CodeReview #SoftwareEngineering

One useful way to review AI-generated code: ask the model to argue against its own solution. Request failure modes, hidden assumptions, race conditions, and the tests that would prove it wrong. #ClaudeAI #CodeReview #SoftwareEngineering
Coding isn't the bottleneck any more. Review is.
My ranking of AI code reviewers after trying them at @getstorra.bsky.social:
5/5 CodeRabbit
4/5 Gitar, GitHub Copilot, Devin Review
3/5 Bito, Greptile
2/5 Qodo, Augment Code
What's reviewing your PRs?
Để AI tự review code của AI khác nghe có vẻ viễn tưởng, nhưng đó đang là tiêu chuẩn mới giúp giảm tải cho Senior Dev. Điều quan trọng là bộ quy tắc review phải bám sát tiêu chuẩn bảo mật doanh nghiệp.
Đọc thêm: https://goclaw.sh/blog/coding-agent-review #CodeReview
I fetched the template file from 80+ popular repositories, and the form that turned up more often than any other asked a contributor for two things only.
One prompt covers the change and its reason. The other covers the testing.
Alibaba open-sourced OpenCodeReview - an AI-powered code review CLI that combines deterministic pipelines with an LLM agent for dynamic code analysis.
Checks include null pointers, thread safety, XSS, SQL injection & more.
🔗 Read more: buff.ly/8D8L1Y1
Tagging four reviewers on a PR is how it sits for three days. Everybody assumes somebody else has it.
Code review is now the task I pick up whenever I finish something, and our PRs stopped aging.
https://scott.keck-warren.com/blog/2026/make-code-review-your-default-next-task
Two Jr Devs Getting A Merge Conflict
#programming #git #versioncontrol #Softwaredevelopment #Codereview
https://programmerhumor.io/git-memes/two-jr-devs-getting-a-merge-conflict-44de
I keep refreshing the page assuming Github just forgot to render the twenty inline nitpicks.
🚀 Follow for your daily dose of developer jokes!
#CodeReview #DeveloperHumor #ProgrammerLife #TechMemes #GitHub
AI-generated code passes review because it looks like code that was already reviewed.
Reviewers spent 20 years on one signal: does this look carefully written? LLMs break that. Perfect shape, invisible reasoning.
Read the diff against the requirement, not the style.
Developers ignore AI review bots because they turn PRs into spam. ThinkReview keeps findings local until you click to post what actually matters. Read more: https://thinkreview.dev/blog/2026-09-22-one-click-from-thinkreview-to-the-pr #CodeReview #DevTools
The scariest notification turns out to be the sweetest green checkmark of your morning.
👨💻 Follow along for daily programming memes!
Before approving any AI-assisted PR, ask out loud: 'what happens with an input nobody tested?'
If the answer takes 10+ seconds, don't approve it yet.
Stop copy-pasting AI code review findings. Publish ThinkReview findings directly to your PR thread in one click—no bot spam, total control. Read more: https://thinkreview.dev/blog/2026-09-18-post-review-findings-as-pr-comments #CodeReview #DevTools
Claudish At Its Peak
#programming #Developerlife #Codereview #Work-lifebalance #Ai
https://programmerhumor.io/ai-memes/claudish-at-its-peak-tuzi
TechDaily — AI Coding Is Replacing 45 Developers: one dev now ships the output of 45 engineers, but who reviews all that AI-generated code? Listen: podcasts.apple.com/us/podcast/x... #AICoding #DevOps #CodeReview
Most code reviewers check correctness first because it's the easiest thing to spot. That's exactly why security holes slip through.
Presentation: Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review
Sarah Deitke discusses how Duolingo drives cultural AI adoption beyond tooling access. She explains their internal AI literacy workshops and observability dashboard…
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Dein Team macht täglich Code-Reviews – aber die Kommentare wiederholen sich, der Prozess wird zur Routine, echte Fehler passieren trotzdem. 🚨 Weniger Reviews, strategisch platziert = bessere Qualität. Automation + fokussierte Review schlägt Überprüfungsmüdigkeit. 💡 Wie seht ihr das? #CodeReview …