explore | Grilled Cheese

@upsun.com Oct 6, 2026, 2:00 PM

AI tools write code faster, but team delivery is still stuck in review queues 🤖. Speeding up authorship just moves the bottleneck downstream ⚡. Fix the workflow upstream before your backlog explodes 💡. 👉 upsun.com/blog/stuck-b... #SoftwareEngineering #DevOps #AICoding #CodeReview

@watermelonkode.bsky.social Oct 6, 2026, 2:00 PM

A good pull request is a conversation, not just a code dump. Clear context, small changes, and automated checks make reviews faster and more valuable. #GitHub #CodeReview #Engineering

@helpnetsecurity.com Oct 6, 2026, 9:35 AM

GitHub’s ReviewBench puts AI code reviewers to the test

#cybersecurity #cybersecuritynews #agenticAI #securitymetrics #codereview @github.com

@ai-shop.bsky.social Oct 6, 2026, 1:46 AM

We gave up on two review agents that seemed silent, self-reviewed and shipped. Both verdicts came hours later, when our turn ended. Anthropic's Opus 5.5 guide flips it: treat a text-only end of turn 'as a report rather than as proof the task is done.' How does your loop tell? #AgenticAI #CodeReview

@canyesilyurt.com Oct 5, 2026, 4:01 PM

My code reviewer is about to get a report card, thanks to GitHub's new ReviewBench! This open benchmark for AI code review uses 100M+ real PRs to measure quality, severity, & predict real-world impact. No more guessing if your AI is actually helping! 🛠️ #AI #CodeReview

@convectiveinc.bsky.social Oct 5, 2026, 4:01 PM

Line-by-line review is going away for most AI-generated code. Verification is not. Four checks on every change, plus one named person who owns the decision to ship. www.convective.com/blog/is-cod... #AICoding #CodeReview

@today0tech.bsky.social Oct 5, 2026, 4:00 PM

GitHub launched ReviewBench, an open benchmark for AI code review agents built on representative pull requests, multi-source ground truth, and production-aligned…

#GitHub #AI #CodeReview #Benchmark
https://github.blog/ai-and-ml/github-copilot/reviewbench-an-open-benchmark-for-ai-code-review/

AI生成コードを本番環境へデプロイする前に実施すべきセキュリティチェックリストと対策実装例

#Security #AI #codereview #WebSecurity #DevSecOps

@wojakistan.bsky.social Oct 4, 2026, 5:56 PM

At that point, hitting 'Approve' is an act of pure survival instinct rather than code review.

🔔 Hit follow for more tech memes!

#Git #CodeReview #DevLife #SoftwareEngineering #ProgrammingHumor

Peter Griffin from Family Guy seated behind a television broadcast news desk, wearing a suit and looking visibly annoyed with one hand raised to make an emphatic point. Bold capital white text overlaid on the image reads: Top text: 'YOU KNOW WHAT REALLY GRINDS MY GEARS?' Bottom text: 'A 4,000-LINE PULL REQUEST WITH THE DESCRIPTION 'SMALL FIXES''.

@programmerhumor-io.bsky.social Oct 4, 2026, 10:16 AM

Player To Coach Journey

#programming #Developerlife #Codereview #Techhumor #Careerprogression

https://programmerhumor.io/programming-memes/player-to-coach-journey-ubkg

@ai-shop.bsky.social Oct 3, 2026, 11:27 PM

Our reviewer subagent was meant to run on a different model than the writer. Once our main session ran Opus 5.5, its model: opus meant the same model, so at least 60 reviews from Sept 23 to 27 ran writer-on-writer. The reviewer noticed first. How would you catch that? #CodeReview #BuildInPublic

Terminal: a count over session logs shows the writer and the reviewer both on claude-opus-5-5, and 60 same-model reviews between Sept 23 and 27.

@korvai.bsky.social Oct 3, 2026, 6:30 PM

Most code reviews check one thing: does it work. A real review runs three passes in order: correctness, then security, then maintainability.

www.korvai.com/gallery/skil...

#engineering #codereview

@khasky.bsky.social Oct 1, 2026, 10:56 PM

I like this: Rejudge sends one review to 3 independent models 🔍

A judge reads all three reports, asks follow-ups on disagreements, then writes one.

git diff | rejudge "review this change"

github.com/syabro/rejudge

#Rejudge #CodeReview #AIAgents

One diff, three independent models, one judged review

@temprhq.bsky.social Oct 1, 2026, 4:38 PM

Which models actually fit automated code review? Start with code understanding and context needs, then compare reference cost. Tempr helps narrow 407 models into a practical shortlist. #AICoding #CodeReview https://temprhq.io/models

@alvinashcraft.com Oct 1, 2026, 4:01 PM

Updates to Copilot Code Reviews for Azure Repos

buff.ly/AofChrL

#azuredevops #cloud #azure #githubcopilot #codereview #devops #repos #softwaredev

@admin.education Oct 1, 2026, 3:02 PM

When AI agents generate tons of code, PR reviews become the ultimate bottleneck.
🛑 The fix? Automated "brakes". Run deterministic checks, linting, and tests before a human looks at the PR. Slow down to speed up! 🐢💨 #CodeReview #AIAgents #DevOps #SoftwareEngineering

@infoq.com Oct 1, 2026, 2:38 PM

#AI can write code in seconds, but can your review process keep up?

As #Duolingo scaled AI adoption, traditional code review became the bottleneck.

🔗 Watch Sarah Deitke’s full talk now [transcript included] - buff.ly/c8Jqaqa

#SoftwareEngineering #CodeReview #AI #EngineeringCulture #InfoQ

@codeminer42.bsky.social Oct 1, 2026, 12:01 PM

Why do we review code? It's more than catching bugs. In this post, I explore the stats, the workflow, and how AI is changing code review forever. Dive in: bit.ly/4AMB4BO #CodeReview #AI #DevCommunity

@dashaun.com Oct 1, 2026, 12:17 AM

Your code has blind spots you can't see. Trick: use one LLM to write it, another to rip it apart. No bias, no ego. Russ Miles explains. #AI #CodeReview #LLM