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Posts tagged #ClaudeCode

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Anthropic公式「The Hot Mess of AI」を読み解く ── 推論モデルのバイアスと報酬ハッキングの実態 - Qiita はじめに o1、o3、Claude拡張思考モード、Geminiの推論強化モード。2025年後半から2026年にかけて、「推論モデル」が急速に普及しました。「考える時間を長くすれば精度が上がる」という前提で、多くの開発者がこれらを活用しています。 しかし、この前提は本当に正...

Anthropicの「The Hot Mess of AI」論文が興味深い。

推論時間を増やすと、バイアス(体系的エラー)は減るが、分散(ランダムなばらつき)が残る。結果、予測困難な「予測不能なエラー」が増えるという指摘。

コーディングで言うと、テストをパスするための報酬ハッキング的な実装をモデルが生成しやすくなるリスク。

やはり推論モデル任せにせず、CLAUDE.md等で制約を明記するのが開発者の必須スキルですね。🤔

#AI #ClaudeCode #LLM #エンジニア

https://qiita.com/nogataka/items/b35607c164258eda5e63

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notifications from subagents in claude code is useful!

#indiedev #buildinpublic #claudecode

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claw-code Hits 100K Stars After Claude Code Npm Leak A missing .npmignore entry in Claude Code 2.1.88 exposed 512,000 lines of TypeScript source, spawned the fastest-growing GitHub repo ever, and revealed unshipped features Anthropic never announced.

claw-code Hits 100K Stars After Claude Code Npm Leak

awesomeagents.ai/news/claude-code-npm-lea...

#ClaudeCode #Anthropic #OpenSource

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Why does nobody talk about #Codex? I only see things about #Claude and #ClaudeCode. I use the Codex App in my day to day and it's wild. I have skill that uses an MCP to read my tickets, it makes the branch, makes the changes and writes and publishes the PR. I just have to check the code.

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Running Claude Code Without Guardrails — While Keeping It Safe Using a devcontainer to give Claude the freedom to actually get things done

I've been a sole dev on BattleTabs (a live service game) for the past 18 months as a non-technical producer. Ended up building a workflow centered around #ClaudeCode

Sharing what I've learned. First: running Claude Code without guardrails, safely

#gamedev #claude

open.substack.com/pub/thebrand...

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코드 없이 AI 마케팅팀 만드는 법

코드 없이 AI 마케팅팀 만드는 법

코드 없이 AI 마케팅팀 만드는 법

코드 한 줄 없이도 Claude Code로 나만의 AI 마케팅팀을 구성할 수 있는 시대가 왔습니다. 콘텐츠 기획부터 데이터 분석까지, AI가 유능한 팀원처럼 도와줍니다. 소규모 팀이나 1인 창업자에게 특히 강력한 무기가 될 것입니다.

#ClaudeCode #AI마케팅 #스타트업 #생산성도구 #마케팅자동화 #블로그 #ODOB

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🚀 Claude Code lanza Ultraplan: Planifica y ejecuta código en equipo

devops.com/claude-codes-ultraplan-b...

#ClaudeCode #DesarrolloColaborativo #DevOps #IA

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Dynamic #Languages Faster and Cheaper in 13-Language #ClaudeCode Benchmark

https://www.infoq.com/ne

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RTK hit 20K stars ⭐
300 billion tokens saved. 20B/day compressed.

That's enough energy to power a town of 3,000 people for a year.

One Rust binary. 10s install.

github.com/rtk-ai/rtk

#RTK #OpenSource #Rust #AI #LLM #DevTools #ClaudeCode #Cursor #Copilot #GreenTech #FinOps

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awesome-claude-code-subagentsをハーネスとして組み込む方法

Claude Code用サブエージェント定義集「awesome-claude-code-subagents」が面白い。130種以上の定義をそのまま使うんじゃなくて、「コンテキスト」と「スキル」に分離してハーネス化するのが賢い。

エージェントをポケモン図鑑化せず、制約で縛って制御する技術、まさに今求められてる。

#ClaudeCode #AIエージェント #LLM #OSS

zenn.dev/kenimo49/articles/awesom...

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🤖 Domina los Subagentes en Claude Code: Cuándo y Cómo Usarlos

https://claude.com/blog/subagents-in-claude-code

#ClaudeCode #IA #Desarrollo #Automatizacion

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Claude Code Deep Dive Part 4: Why It Uses Markdown Files Instead of Vector DBs Claude Code's memory system looks simple on purpose. This piece breaks down the tradeoffs behind Markdown memories, Sonnet side-queries, and the decision to avoid vector databases.

Claude Code Deep Dive Part 4: Why It Uses Markdown Files Instead of Vector DBs This is Part 4 of our Claude Code Architecture Deep Dive series. Part 1: 5 Hidden Features | Part 2: The 1,421-Line Wh...

#claudecode #memory #agents #openclaw

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Hooks reference - Claude Code Docs Reference for Claude Code hook events, configuration schema, JSON input/output formats, exit codes, async hooks, HTTP hooks, prompt hooks, and MCP tool hooks.

AIエージェントの運用、結局「プロンプトで禁止」じゃ限界が来ますよね。

Claude Codeの「PreToolUse」フックなどを使って、ファイル操作の実行直前で物理的に遮断(バリデーション)する設計が、大規模運用では主流になりそう。エージェントの善意を信じず、物理法則で縛る。

皆さんはエージェントの権限管理、どうやってる?🤔

#AIエージェント #LLM #ClaudeCode #セキュリティ #OSS
https://code.claude.com/docs/en/hooks

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Claude Code는 바이브 코딩의 최강자 중의 하나이다.
Claude Opus 4.6, Sonnet 4.6 은 내가 써본 AI 모델들 중 매우 스마트하다. (최근 GPT 5.4 때문에 순위 위험)
다른 AI가 잘 해결못하는 것을 Claude에게 요청했을 때 해결된 경우가 많았다.
좋다. 근데 Claude는 비싸다.
Token이 빛삭으로 사라진다.

#ClaudeCode #VibeCoding #AIReview

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We use Claude Code extensively in debugging DV tests, and it works really well. In our project-level CLAUDE.md, we clearly document how RTL, TB and C-model are structured to provide Claude Code some guidance, such that it won’t search the entire code base every single time.

#ClaudeCode #Debug #DV

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How to use Claude Code with multiple repositories without losing context How to use Claude Code with multiple repositories without losing context If you work...

How to use Claude Code with multiple repositories without losing context How to use Claude Code with multiple repositories without losing context If you work across multiple repos — a frontend, a...

#claudecode #ai #productivity #webdev

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Утечка Claude Code показала, что это полноценная ОС для ИИ Операционка с оркестрацией агентов, системой памяти и самовосстанавливающимся циклом запросов на 46 000 строк.

【衝撃】Claude Codeのソースが流出し、実態が判明。単なるCLIラッパーではなく、独自のメモリ管理と永続化レイヤーを持つ「AIのためのOS」だったことが明らかに。

APIを叩くだけのツールとは次元が違う...。この内部構造、皆さんはどう読み解く?

#AI #ClaudeCode #エンジニア #OSS

thecode.media/utechka-claude-code-poka...

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Bluesky users are mastering the fine art of blaming everything on "vibe coding" https://arstechni.ca #ClaudeCode #vibecoding #AIcoding #bluesky #attie #Tech #AI

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Παγίδα με malware η «διαρροή» του Claude Code: Πώς οι χάκερς εκμεταλλεύονται το εργαλείο της Anthropic Προσοχή στις δήθεν δωρεάν εκδόσεις του Claude Code στο GitHub – Η Zscaler προειδοποιεί για επικίνδυνα στελέχη λογισμικού που κλέβουν δεδομένα.

⚠️Χάκερ εκμεταλλεύονται τη διαρροή του Claude Code της Anthropic για να διασπείρουν malware. Μάθετε πώς λειτουργεί η απάτη στο GitHub και τι κινδύνους κρύβει το «Claude Code Unlocked». #ClaudeCode #Zscaler #CyberSecurityNews

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Test-Driven Development of Claude Code Skills | Test-Driven Agentic Behaviours #TDAB
Test-Driven Development of Claude Code Skills | Test-Driven Agentic Behaviours #TDAB YouTube video by RiverGlide TV

What if you could develop your SKILL . md files in a test-driven way, just like your code? That was the question I asked myself, and the result was Test-Driven Agentic Behaviours (TDAB)...

Let me show you → youtu.be/uisjVdEvrCY

#ai #aiaugmentedcoding #aiassistedcoding #claudecode

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The Claw Closes on Users – Tony Thomas

The Claw Closes on Users: Always-on agents just hit the limits of compute, cost, and control - tonythomas.net?p=147 #OpenClaw #ClaudeCode #Anthropic #OpenAI

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Agentic Coding Course - Learn to Build with AI Agents A 4-week live course teaching developers, PMs, and builders how to use AI coding agents to ship real software. Taught by a practitioner, not a textbook.

I'm running a 4-week live course on agentic coding. I don't write code anymore — I instruct AI to do it. Now I'm teaching you how.

Starts April 24. $299.

tskulbru.dev/courses/agentic-coding

#AgenticCoding #ClaudeCode #AI #BuildWithAI

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GitHub - milla-jovovich/mempalace: The highest-scoring AI memory system ever benchmarked. And it's free. The highest-scoring AI memory system ever benchmarked. And it's free. - milla-jovovich/mempalace

Cool #AI stuff coming from Milla Jovovich (Resident Evil, The Fifth Element) and her partner in crime, an AI memory system that competes with commercial solutions: github.com/milla-jovovi...

#GenAI #LLM #OpenAI #ChatGPT #Codex #Anthropic #Claude #ClaudeCode #GoogleDeepMind #Gemini

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🚀Karpathy知识库工作流终极进化:graphify知识图谱保姆级教程!代码库编译成知识图谱,支持Claude Code/Codex/OpenCode/OpenClaw!支持导出到Obsidian
🚀Karpathy知识库工作流终极进化:graphify知识图谱保姆级教程!代码库编译成知识图谱,支持Claude Code/Codex/OpenCode/OpenClaw!支持导出到Obsidian YouTube video by AI超元域

🚀今天测试了非常火爆的复刻Andrej Karpathy知识库工作流的知识图谱项目graphify!

通过测试效果真的非常惊艳,而且支持Claude Code/Codex/OpenClaw等!

#ClaudeCode #Codex #OpenCode

观看完整视频⬇️
youtu.be/m_5OLW52JwI

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AMD Engineer Logs 7,000 Sessions Proving Claude Code Got Worse AMD's AI director has analyzed 7,000 Claude Code sessions, finding that Anthropic's tool has tripled blind edits and abandoned tasks after thinking redaction.

winbuzzer.com/2026/04/07/a...

AMD Engineer Logs 7,000 Sessions Proving Claude Code Got Worse

#AI #ClaudeCode #Anthropic #Claude #AICoding #DeveloperTools #SoftwareDevelopment

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"Claude Code is like sausages. It is best not to see them being made."
(not Bismarck)
#claudecode #claude

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Anthropic's annualized revenue has soared past $30 billion, up from $9 billion at 2025's end

Read Full Article: deccanfounders.com/2026/07/news...

#Anthropic #AI #Claude #ClaudeCode #Google #Broadcom #IPO #DeccanFounders #Revenue #GoldmanSachs

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벤치 탈출! Claude Code 하네스 전략

벤치 탈출! Claude Code 하네스 전략

벤치 탈출! Claude Code 하네스 전략

Claude Code를 제대로 활용하지 못해 관망만 하고 있다면, '하네스 전략'이 해답입니다. CLAUDE.md 설정부터 단계별 작업 분해까지, 구조적 접근으로 AI 파트너십을 완성하세요.

#ClaudeCode #AI개발도구 #개발생산성 #하네스전략 #AI활용법 #블로그 #ODOB

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Dynamic Languages Faster and Cheaper in 13-Language Claude Code Benchmark A 600-run benchmark by Ruby committer Yusuke Endoh tested Claude Code across 13 languages, implementing a simplified Git. Ruby, Python, and JavaScript were the fastest and cheapest, at $0.36- $0.39 pe...

A 600-run benchmark by Yusuke Endoh tested #ClaudeCode across 13 languages by implementing a simplified Git.

⇨ Ruby, Python & JavaScript - fastest & cheapest ($0.36–$0.39/run).
⇨ Statically typed languages - 1.4–2.6× slower.
⇨ Type checkers added 1.6–3.2× slowdowns.

⇨ bit.ly/4tvgjGb

#AI #Coding

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The shared vault pattern extends that: the knowledge base becomes a coordination layer between agents and the human.

#Obsidian #PKM #ClaudeCode #AIEngineering #OpenClaw

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