Amazon mandated AI coding tools and suffered a 6-hour outage costing 6.3 million orders. The same AI quality crisis now emerging in SOC operations. The post Amazon Lost 6.3 Million Orders to Vibe Coding. Your SOC Is Next. appeared first on D3 Security.
AI Can Write Code, But It Can’t Debug Without Context
Large Language Models (LLMs) are often marketed as the ultimate productivity boost for developers: “Write code faster! Debug with AI! No more manual work!” After a recent experience, I can confirm that LLMs are incredibly useful for writing and even structuring code (I’ll write about this probably in a later blog post).
But when it comes to debugging, one should make really sure that the tool has access to all the relevant context (and don’t disable your brain). But .. let’s see, what happened:
Since a couple of days (uhm .. nights mostly, after work), I was writing a web application. The copilot-experience was very good and it really helped tremendously. I never really ran into a situation where I had to debug. And I was curious when (if?) I’d run into that – and how things turn out then.
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https://www.locked.de/ai-can-write-code-but-it-cant-debug-without-context/ #CodeAssistant #CodeQuality #GithubCopilot #SoftwareEngineeringLarge Language Models (LLMs) are often marketed as the ultimate productivity boost for developers: "Write code faster! Debug with AI! No more manual work!" After a recent experience, I can confirm that LLMs are incredibly useful for writing and even structuring code (I'll write about this probably i
Danny Limanseta (@DannyLimanseta)
Bezi AI라는 Unity 전용 AI 코드 어시스턴트를 @julianparc를 통해 접했고, 하루 정도 사용해본 초기 인상 공유. Bezi는 Unity에 플러그인으로 직접 통합되어 'vibe coding'(개발 분위기 유지하며 코드 작성)에 특히 유용했고, Unity 게임 엔진 환경에서 코드 보조·생성 워크플로를 크게 개선할 잠재력이 있어 보인다는 긍정적 평가.
I Stopped Manually Committing – Here’s Why
I don’t code much in my day job anymore, but I still love building things. So last weekend, I finaly took the time to test GitHub Copilot’s Agents feature — specifically, a Commit Agent. I’ve seen agents.md and knew the theory, but I wanted the live experience: Could this actually improve my workflow, or was it just another layer of automation hype?
Even when working alone, I sometimes need to revert—and that’s when I really appreciate clean, atomic commits. But let’s be honest: I’m not always disciplined enough to enforce that myself. So I figured, why not seek the help of an agent?
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https://www.locked.de/i-stopped-manually-committing-heres-why/ #CodeAssistant #CodeQuality #GithubCopilot #SoftwareEngineeringI don’t code much in my day job anymore, but I still love building things. So last weekend, I finaly took the time to test GitHub Copilot’s Agents feature — specifically, a Commit Agent. I’ve seen agents.md and knew the theory, but I wanted the live experience: Could this actually improve my workflo
Min Choi (@minchoi)
GitNexus가 코드베이스를 지식 그래프로 변환해 Claude Code, Cursor 등 AI 코딩 도구들이 MCP를 통해 활용할 수 있도록 한다는 발표. 이를 통해 AI 코딩 어시스턴트가 전체 리포지토리를 이해하도록 돕고 있으며 공개 리포지토리와 데모가 제공된다.
CHOI (@arrakis_ai)
트윗은 AI 코딩 도구인 Claude Code와 Codex App을 단문으로 비교·대조하고 있습니다. 개발자 대상 코드 보조·생성 도구 비교라는 맥락으로, 두 제품의 성능·사용성·통합 가능성 등을 놓고 선택이나 테스트를 유도하는 내용으로 해석됩니다.
Cursor (@cursor_ai)
Cursor가 PR에서 발견한 문제를 자동으로 수정하는 기능 'Bugbot Autofix'를 도입했다는 공지입니다. 코드 리뷰와 풀리퀘스트 관리 과정에서 자동화된 문제 수정이 가능해지며 개발자 생산성 및 품질 관리를 향상시킬 수 있는 개발 도구 업데이트입니다.
Rajesh Koothrappali (@bidivabidiva)
작성자는 Devin AI를 $20 주고 사용해봤더니 리포지토리를 읽고 작은 수정 두 건을 만들어 PR까지 열었지만 크레딧이 빨리 소진됐다고 보고합니다. 반면 Cursor는 클라우드 에이전트를 제공해 무료로 동작한다고 하며, 작성자는 Devin을 '선불 요금제 같은 AI', Cursor를 '충성스러운 AI 팀원' 같은 경험으로 대비했습니다. 트윗은 @cursor_ai와 @cognition_labs를 언급합니다.
Paid $20 to try Devin AI, it mostly read my repo, made 2 small changes, opened a PR… and ran out of credits. Cursor drops a cloud agent and it’s free. One feels like a “loyal AI teammate”, the other like a prepaid meter. @cursor_ai @cognition_labs
AshutoshShrivastava (@ai_for_success)
MiniMax 2.5 출시 소식과 실사용 사례 소개. 작성자는 MiniMax 2.5를 MiniMax_AI의 Desktop Agent 앱에 통합해 사용 중이며, 총 6가지 활용법을 제시. 예시로 로컬 코드베이스를 가리키면 전체를 분석해 보고서를 생성하는 코드 분석용 에이전트 활용을 설명함.
MiniMax 2.5 just launched, and it is a solid model. I have been using it inside the @MiniMax_AI Desktop Agent app. Here are 6 ways I am using it 👇 1/6 Point it to a local codebase and tell it to analyze it. It goes through everything and generates a full report.
aicoder
The IT Blog
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Jörg Erdmenger