#codereview — Public Fediverse posts

DeepSource - AI code review platform

Cossmology Profile: https://dub.sh/MUfaWGq

Key People: Sanket Saurav, Jai Pradeesh

#CodeReview #OpenSource #OSS #COSS

GitHub Copilot code review will start consuming GitHub Actions minutes

https://github.blog/changelog/2026-04-27-github-copilot-code-review-will-start-consuming-github-actions-minutes-on-june-1-2026/

#HackerNews #GitHub #Copilot #CodeReview #GitHubActions #Development #Automation

Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля для production

За месяц в одиночку написал production-систему анализа цен и продуктов конкурентов с Claude Code. До этого пятнадцать лет управлял командами и бизнесами, код руками открывал раз в три года. Главный вывод: Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля, без которых он разваливает любую систему сложнее MVP за две сессии.

https://habr.com/ru/articles/1028722/

#claude_code #llm #vibecoding #tdd #codereview #junior #aiпрограммирование

Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля для production

За месяц в одиночку написал production-систему анализа цен и продуктов конкурентов с Claude Code. До этого пятнадцать лет управлял командами и бизнесами, код руками открывал раз в три года. Главный вывод: Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля, без которых он разваливает любую систему сложнее MVP за две сессии.

https://habr.com/ru/articles/1028722/

#claude_code #llm #vibecoding #tdd #codereview #junior #aiпрограммирование

Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля для production

За месяц в одиночку написал production-систему анализа цен и продуктов конкурентов с Claude Code. До этого пятнадцать лет управлял командами и бизнесами, код руками открывал раз в три года. Главный вывод: Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля, без которых он разваливает любую систему сложнее MVP за две сессии.

https://habr.com/ru/articles/1028722/

#claude_code #llm #vibecoding #tdd #codereview #junior #aiпрограммирование

Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля для production

За месяц в одиночку написал production-систему анализа цен и продуктов конкурентов с Claude Code. До этого пятнадцать лет управлял командами и бизнесами, код руками открывал раз в три года. Главный вывод: Claude Code это инициативный junior с памятью золотой рыбки. 5 правил контроля, без которых он разваливает любую систему сложнее MVP за две сессии.

https://habr.com/ru/articles/1028722/

#claude_code #llm #vibecoding #tdd #codereview #junior #aiпрограммирование

Commenting and Approving Pull Requests

https://www.jakeworth.com/posts/on-commenting-and-approving-pull-requests/

#HackerNews #Commenting #PullRequests #CodeReview #Collaboration #GitHub

For decades we've known that proper code review increases a team's comprehension of a codebase. Fagan showed in 1976 that structured reading was the highest-yield defect removal activity. The increased output of coding agents makes comprehension more of a bottleneck, and raises the stakes for review. #CodeReview #CodeQuality #SoftwareEngineering

https://www.ida.liu.se/~TDDC90/literature/lab-papers/fagan76.pdf

Who's responsible for code that LLMs generate? It's a complicated question. One the industry is still resolving. But one thing is sure. The need for good review hasn't gone away.

https://friendgineers.rosenshein.org/posts/2026/04/20/

#friendgineers
#CodeReview
#Genies

AI code overload:
#aiassistant #genai #codegeneration #codereview #overload #technology #futurism
🤖

https://www.nytimes.com/2026/04/06/technology/ai-code-overload.html

🚀 NEW on We ❤️ Open Source 🚀

Open source maintainers do not always need more free tools. Sometimes they need funding, flexibility, and space to keep critical projects healthy.

Erik Thorelli explains why CodeRabbit is putting cash behind sustainability, how AI can help with code review without replacing developers, and why exploring tools is still one of the best ways to learn.

https://allthingsopen.org/articles/open-source-maintainers-cash-ai-code-review

#WeLoveOpenSource #OpenSource #AI #CodeReview

🚀 NEW on We ❤️ Open Source 🚀

Abbey Perini writes about contributing to npmx and discovering that code reviews can be collaborative, supportive, and genuinely useful.

A thoughtful piece on OSS culture, contributor experience, and why healthy review processes matter.
https://allthingsopen.org/articles/code-reviews-npmx-pr-best-practices

#WeLoveOpenSource #OpenSource #CodeReview

"Give yourself time to think about what you're actually building and why. Give yourself an opportunity to say, fuck no, we don't need this. Set yourself limits on how much code you let the clanker generate per day, in line with your ability to actually review the code."

#ai #softwareengineering #bottleneck #codereview

https://mariozechner.at/posts/2026-03-25-thoughts-on-slowing-the-fuck-down/

🕐 2026-03-24 12:00 UTC

📰 人間のコードレビュー辞めにしたくてコードレビューエージェント作ってみた (👍 53)

🇬🇧 Built an AI code review agent to handle the flood of PRs from AI-accelerated development when human review can't keep pace
🇰🇷 AI 코딩으로 급증한 PR을 처리하기 위해 코드 리뷰 에이전트를 개발한 경험 공유

🔗 https://zenn.dev/gvatech_blog/articles/8f0be815036eaa

#CodeReview #AI #DevOps #Zenn

From the .NET blog...

In case you missed it earlier...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

In case you missed it earlier...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

In case you missed it earlier...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

In case you missed it earlier...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

From the .NET blog...

Ten Months with Copilot Coding Agent in dotnet/runtime
https://devblogs.microsoft.com/dotnet/ten-months-with-cca-in-dotnet-runtime/ #dotnet #AI #DeveloperStories #CCA #CodeReview #CopilotCodingAgent #dotnetruntime #opensource

GitLab 18.10 adds cheap AI code reviews, but do developers actually want them?

https://web.brid.gy/r/https://nerds.xyz/2026/03/gitlab-agentic-ai-18-10/

GitLab 18.10 adds cheap AI code reviews, but do developers actually want them?

https://web.brid.gy/r/https://nerds.xyz/2026/03/gitlab-agentic-ai-18-10/

GitLab 18.10 adds cheap AI code reviews, but do developers actually want them?

https://web.brid.gy/r/https://nerds.xyz/2026/03/gitlab-agentic-ai-18-10/

GitLab 18.10 adds cheap AI code reviews, but do developers actually want them?

https://web.brid.gy/r/https://nerds.xyz/2026/03/gitlab-agentic-ai-18-10/

GitLab 18.10 adds cheap AI code reviews, but do developers actually want them?

https://web.brid.gy/r/https://nerds.xyz/2026/03/gitlab-agentic-ai-18-10/

📰 AIコードレビューを「単一責任の原則」で育てた話 (👍 55)

🇬🇧 Improving AI code review quality by applying single responsibility principle: splitting agents by concern and teaching failure patterns.
🇰🇷 단일 책임 원칙을 적용하여 AI 코드 리뷰 품질 향상: 관심사별 에이전트 분리와 실패 패턴 학습.

🔗 https://zenn.dev/globis/articles/d0c73d2b176ba5

#AI #CodeReview #Zenn

Struggling with the #Java Path API in

safePrefix(Path prefix, Path tail)

to resolve tail onto prefix or return null if the result is not a file **below** prefix. This shall prevent path traversal attacks. The code is ugly.

https://codeberg.org/harald/Codeschnipselnotizen/src/commit/c1c0fdc0463e02f93512f8f8b1b90509c5a82b45/java/de/haraldki/util/PathUtil.java

The tricky shit is in things like safePrefix("..", "..") where Path.normalize() does not what we might like it to do.

I would be happy about any code review I can get. (So boosts would be nice.)

#PathTraversal #path #security #codeReview

Qodo Outperforms Claude in Code Review Benchmark

https://www.qodo.ai/blog/qodo-outperforms-claude-in-code-review-benchmark/

#HackerNews #Qodo #Claude #CodeReview #TechBenchmark #AI

Back from #LaraconEU—my favorite talks were
– "Effective Code Reviews: What NOT to Do" by the one and only Luke Kuzmish
– "Write better abstractions: Lessons from an import system" by @danharrin

I definitely recommend checking these out once they are uploaded on the LaraconEU YouTube channel

#Laracon #LaraconEU2026 #PHP #amCoding #amProgramming #Laravel #webDevelopment #webDev #CodeReview

Back from #LaraconEU—my favorite talks were
– "Effective Code Reviews: What NOT to Do" by the one and only Luke Kuzmish
– "Write better abstractions: Lessons from an import system" by @danharrin

I definitely recommend checking these out once they are uploaded on the LaraconEU YouTube channel

#Laracon #LaraconEU2026 #PHP #amCoding #amProgramming #Laravel #webDevelopment #webDev #CodeReview

Back from #LaraconEU—my favorite talks were
– "Effective Code Reviews: What NOT to Do" by the one and only Luke Kuzmish
– "Write better abstractions: Lessons from an import system" by @danharrin

I definitely recommend checking these out once they are uploaded on the LaraconEU YouTube channel

#Laracon #LaraconEU2026 #PHP #amCoding #amProgramming #Laravel #webDevelopment #webDev #CodeReview

Back from #LaraconEU—my favorite talks were
– "Effective Code Reviews: What NOT to Do" by the one and only Luke Kuzmish
– "Write better abstractions: Lessons from an import system" by @danharrin

I definitely recommend checking these out once they are uploaded on the LaraconEU YouTube channel

#Laracon #LaraconEU2026 #PHP #amCoding #amProgramming #Laravel #webDevelopment #webDev #CodeReview

Back from #LaraconEU—my favorite talks were
– "Effective Code Reviews: What NOT to Do" by the one and only Luke Kuzmish
– "Write better abstractions: Lessons from an import system" by @danharrin

I definitely recommend checking these out once they are uploaded on the LaraconEU YouTube channel

#Laracon #LaraconEU2026 #PHP #amCoding #amProgramming #Laravel #webDevelopment #webDev #CodeReview

[Перевод] Если вы умеете делать хороший code review, вы умеете работать с AI-агентами

AI‑инструменты часто делают одно и то же: они выбирают слишком тяжёлое решение там, где достаточно простого. Ценность человека — в инженерном суждении: распознать плохую архитектуру, остановить усложнение, выбрать более простой путь, держать систему в здравом состоянии.

https://habr.com/ru/articles/1005730/

#claude #claude_code #gemini #cursor #windsurf #ai #aiагенты #aiинструменты #aiразработка #codereview

📰 Claude Code や Codex をオーケストレーションして自動でレビュー FB ループを回して洗い物をしてる話 (👍 63)

🇬🇧 Orchestrating Claude Code & Codex for automated review feedback loops - freeing up time for household chores while AI handles code reviews
🇰🇷 Claude Code와 Codex를 조율해 자동 리뷰 피드백 루프 구현 - AI가 코드 리뷰하는 동안 집안일 처리

🔗 https://zenn.dev/nrs/articles/db4120beb0e601

#AIOrchestration #CodeReview #Zenn

Ich portiere einen JSON-Server von Node.js nach Java.
https://www.youtube.com/watch?v=vf3AuHlVIF4
HTTP-Server und die REST-API mit Javalin/Jetty, JSON-Mapping über Jackson. REST Assured für Tests.
IDE ist IntelliJ mit Cline, als LLM Claude Sonnet 4.5 und Kimi K 2.5. An einigen Stellen ist Handarbeit nötig, denn einige Entscheidungen sind merkwürdig.
#java #nodejs #jsonserver #javalin #jackson #restassured #codereview #intellijidea #cline #llm #claude #kimi #vibecoding #agenticcoding

Anthropic launches AI security tool that can find software bugs humans miss | Fortune https://fortune.com/2026/02/20/exclusive-anthropic-rolls-out-ai-tool-that-can-hunt-software-bugs-on-its-own-including-the-most-dangerous-ones-humans-miss/ #cybersecurity #Anthropic #codesecurity #ClaudeCodeSecurity #codereview

Currently listening to the Death Stranding licensed music during one of the longest code reviews I've needed to do in recent memory, and I promise I am definitely not silently crying on the inside because Death Stranding 2 (sequel to the best game ever, Death Stranding, and I will fight you on that) is still not out on PC.
https://youtu.be/FfDzhfdDOr4?list=PL82-dOMLophr415SCsH2Jl7XwLxie6qmV
#deathstranding #music #videogames #lowroar #deathstranding2 #codereview #dev #developer #development #rust

5 quy tắc để không làm hỏng production khi dùng AI: ① Xem AI như đồng nghiệp tự tin nhưng sai ~30 %; ② AI có thể tạo API không tồn tại → không tin tưởng tuyệt đối; ③ Đừng dán toàn bộ code AI mà không hiểu; ④ Kiểm tra logic, tránh “phép màu” thành bom thời gian; ⑤ Khi site sập, AI không chịu trách nhiệm – bạn phải kiểm soát. #AI #Lập_trình #CodeReview #DevOps #AIcode #tech

https://dev.to/tedhagos/the-5-rules-for-not-breaking-production-with-ai-2jfc

👀 Ah, the age-old quest to create the mythical unicorn of code reviewers: the #Bugbot. 🚀 Because, naturally, a bot is going to catch what thousands of human eyes miss, right? 😂 But don't worry, it's not like anyone's ever found a bug in #AI before! 🤖🔍
https://cursor.com/blog/building-bugbot #CodeReview #MythicalUnicorn #TechHumor #HackerNews #ngated

Dùng GitHub Copilot để review Pull Request (PR) một cách hiệu quả. Bài viết này chia sẻ quy trình làm việc và các biện pháp an toàn cần thiết.

#lậptrình #GitHub #Copilot #ReviewCode #AI #programming #GitHub #Copilot #CodeReview #DevTips

https://www.reddit.com/r/programming/comments/1qcmsc6/using_github_copilot_code_review_as_a_firstpass/

Công cụ AntiSlop giúp phát hiện các vấn đề trong mã code được tạo bởi AI như hàm.stub, câu lệnh điều khiển, bình luận tạm thời và lỗi không được xử lý. Hỗ trợ Rust, Python, JavaScript/TypeScript, Go. #AntiSlop #AICode #Linter #CodeReview #MãHóa #PhátTriểnPhầnMềm #CôngCụPhátTriển

https://www.reddit.com/r/programming/comments/1q768at/i_built_a_zero_trust_linter_for_aigenerated_code/

Wow this will make code review easy! 🔥

🧩 **oyo** — A special diff viewer with step-through mode.

👀 Watch the diff evolve step by step.

💯 Supports syntax highlighting, git blame, smooth animations & more!

🦀 Written in Rust & built with @ratatui_rs

⭐ GitHub: https://github.com/ahkohd/oyo

#rustlang #ratatui #tui #git #diff #codereview #terminal #devtools

Cursor acquired code review startup Graphite for "way over" $290M, claiming AI productivity gains created review bottlenecks. But a July study using Cursor's own tools found experienced developers were 19% slower with AI, despite believing they were faster. The perception gap complicates the strategic bet. #AIProductivity #SoftwareDevelopment #CodeReview

https://www.implicator.ai/cursors-29-billion-bet-on-a-bottleneck-it-may-be-creating/

If you're serious about reducing lead time, rethink #PullRequests. They add async delays, inflate WIP & often fail to catch real issues. @javisan81 explains why trust-first teams review differently.

Read now: https://javapro.io/2025/10/29/pull-requests-code-reviews/

#SoftwareEngineering #Agile #CodeReview #Java

OpenAI’s New Model Just Got Much Better At Writing More Secure Code https://www.forbes.com/sites/the-wiretap/2025/11/18/openais-new-model-just-got-much-better-at-writing-more-secure-code/ #cybersecurity #ChatGPT #coding #codereview #securecode

OpenAI’s New Model Just Got Much Better At Writing More Secure Code https://www.forbes.com/sites/the-wiretap/2025/11/18/openais-new-model-just-got-much-better-at-writing-more-secure-code/ #cybersecurity #ChatGPT #coding #codereview #securecode

OpenAI’s New Model Just Got Much Better At Writing More Secure Code https://www.forbes.com/sites/the-wiretap/2025/11/18/openais-new-model-just-got-much-better-at-writing-more-secure-code/ #cybersecurity #ChatGPT #coding #codereview #securecode