Powering the agents: Workers AI now runs large models, starting with Kimi K2.5
Powering the agents: Workers AI now runs large models, starting with Kimi K2.52026-03-19 We're making Cloudflare the best place for building and deploying agents. But reliable agents aren't built on prompts alone; they require a robust, coordinated infrastructure of underlying primitives. At Cloudflare, we have been building these primitives for years: Durable Objects for state persistence, Workfl
Product management on the AI exponential | Claude
Since Claude Sonnet 3.5 (new) in October 2024, I made a habit of testing every new model by asking Claude Code (an internal tool at the time) to add a table tool to Excalidraw. With each new model, Claude got a little further but still failed. Then, with the release of Opus 4 in June 2025, Claude started occasionally succeeding, enough that we turned the exercise into a pre-recorded demo for the C
You Need to Rewrite Your CLI for AI Agents
npx skills install jpoehnelt/skills/agent-dx-cli-scale Human DX optimizes for discoverability and forgiveness. Agent DX optimizes for predictability and defense-in-depth. These are different enough that retrofitting a human-first CLI for agents is a losing bet. I built a CLI for Google Workspace — agents first. Not “built a CLI, then noticed agents were using it.†From Day One, the design assumpti
My AI Adoption Journey
My experience adopting any meaningful tool is that I've necessarily gone through three phases: (1) a period of inefficiency (2) a period of adequacy, then finally (3) a period of workflow and life-altering discovery. In most cases, I have to force myself through phase 1 and 2 because I usually have a workflow I'm already happy and comfortable with. Adopting a tool feels like work, and I do not wan
Claude Code on the web / on desktop å‘ã‘ã®è¨å®šã‚’ã—㟠- yaakai.to
å‰æã¨ã—ã¦ã€å°‚用ã«ãªã«ã‹ã—らã®è¨å®šã‚’ã—ãªãã¨ã‚‚ã‚る程度㯠on the web ãŒå‹•ä½œã—ã€èª¿æŸ»ã‚¿ã‚¹ã‚¯ã‚„ bugfix 程度ã§ã‚ã‚Œã°å分ã«ãƒ¯ãƒ¼ã‚¯ã—ã¦ã„る。ã“ã“ã«å°‘ã—è¨å®šã‚’åŠ ãˆã¦ä¾¿åˆ©ã«ãªã‚Œã°ã‚ˆã„ãªã¨ã„ã†æ¸©åº¦æ„Ÿã€‚ ã¾ãŸã€ on the web 㨠on desktop ã¯åŒã˜ UI ã‹ã‚‰åˆ©ç”¨ã§ãã‚‹ãŒã€ä¸èº«ã¯åˆ¥ç‰©ã§æœ‰åŠ¹ãªè¨å®šã‚‚é•ã£ãŸã‚Šã™ã‚‹ã®ã§æ³¨æ„。区別ã™ã‚‹ãŸã‚ã« on the web 㨠on desktop ã¨æ›¸ã„ã¦ã„る。 連æºã™ã‚‹ GitHub アカウントを分ã‘ã‚‹ on the web ã®å ´åˆã«ã€ãƒ¡ã‚¤ãƒ³ã§åˆ©ç”¨ã—ã¦ã„ã‚‹ã‚‚ã®ã®ä¸ã«ã¯ Claude Code ã«è§¦ã£ã¦ã»ã—ããªã„ã‚‚ã®ãŒå«ã¾ã‚Œã¦ã„ã‚‹(å¯èƒ½æ€§ãŒã‚ã‚‹)ã®ã¨ã€å˜ç´”ã« UI ã«ç„¡æ•°ã®ãƒªãƒã‚¸ãƒˆãƒªãŒè¡¨ç¤ºã•ã‚Œã‚‹ã¨æ‰±ã„ã¥ã‚‰ã„ã®ã§ã€å°‚用ã®ãƒ¦ãƒ¼ã‚¶ãƒ¼ã‚’作ã£ã¦å¿…è¦ãªã‚‚ã®ã ã‘アクセス権を与ãˆã¦ä½¿ã†ã‚ˆã†ã«ã—ã¦ã„る。 自分ã®å ´åˆã¯å‰å›žã® Issue 経由ã§ã®é–‹ç™ºãƒ•ãƒ
Clinejection — Compromising Cline's Production Releases just by Prompting an Issue Triager | Adnan Khan - Security Research
To make sure it’s clear in the midst of the NPM package situation: I did NOT conduct overt testing on Cline’s repository. I conducted my PoC on a mirror of Cline to confirm the prompt injection vulnerability. A different actor found my PoC on my test repository and used it to directly attack Cline and obtain the publication credentials. The same actor used the credentials to publish an unauthorize
How Codex is built
More than a million developers use OpenAI’s multi-agent coding assistant every week. Named Codex, usage has increased 5x since the start of January, the team tells me. In the first week of February, OpenAI launched the Codex desktop app, a macOS application that CEO Sam Altman calls “the most loved internal product we’ve ever hadâ€. A few days later, OpenAI shipped GPT-5.3-Codex, which they describ
AGENTS.mdを自動ã§è‚²ã¦ã‚‹ä»•çµ„ã¿ã‚’作ã£ãŸ
ã“ã‚“ã«ã¡ã¯ï¼é€†ç€¬å· (@gyakuse) ã§ã™ï¼ 今日ã¯ã€ŒAGENTS.mdを自動ã§è‚²ã¦ãŸã„ã€ã¨ã„ã†è©±ã‚’ã—ã¦ã„ããŸã„ã¨æ€ã„ã¾ã™ã€‚作ã£ãŸã‚‚ã®ã¯agents-md-generatorã¨ã—ã¦å…¬é–‹ã—ã¦ã„ã¾ã™ã€‚ CLAUDE.mdを毎回考ãˆã‚‹ã®ãŒã¤ã‚‰ã„ Coding Agentを日常的ã«ä½¿ã£ã¦ã„ã‚‹ã¨ã€æ–°ã—ã„リãƒã‚¸ãƒˆãƒªã‚’作るãŸã³ã«é ã‚’æ‚©ã¾ã›ã‚‹ã‚‚ã®ãŒã‚ã‚Šã¾ã™ã€‚CLAUDE.md（ã‚ã‚‹ã„ã¯AGENTS.md）ã§ã™ã€‚ 何を書ãã‹æ¯Žå›žè€ƒãˆã‚‹ã®ãŒã¾ãšã¤ã‚‰ã„。プãƒã‚¸ã‚§ã‚¯ãƒˆã®ãƒ“ルドコマンドã¯ï¼Ÿãƒ†ã‚¹ãƒˆã®èµ°ã‚‰ã›æ–¹ã¯ï¼Ÿã‚³ãƒ¼ãƒ‰è¦ç´„ã¯ï¼Ÿã¾ã 何もコードãŒãªã„段階ã§ã“れを考ãˆã‚‹ã®ã¯ä¸æ¯›ã§ã™ã€‚ã‹ã¨ã„ã£ã¦ç©ºã®ã¾ã¾æ”¾ç½®ã™ã‚‹ã¨ã€Coding AgentãŒæ‰‹æŽ¢ã‚Šã§å‹•ãã“ã¨ã«ãªã£ã¦åŠ¹çŽ‡ãŒæ‚ªã„。 ã‚‚ã£ã¨æ ¹æœ¬çš„ãªå•é¡Œã‚‚ã‚ã‚Šã¾ã™ã€‚CLAUDE.mdã¯æ›¸ã„ãŸçž¬é–“ã‹ã‚‰åŠ£åŒ–ã—始ã‚ã¾ã™ã€‚プãƒã‚¸ã‚§ã‚¯ãƒˆãŒé€²ã‚ã°ã‚³ãƒžãƒ³ãƒ‰ã¯å¤‰ã‚ã‚‹ã—ã€ã‚¢ãƒ¼ã‚テクãƒãƒ£ã‚‚変ã‚る。ã§ã‚‚
Introducing Markdown for Agents
The way content and businesses are discovered online is changing rapidly. In the past, traffic originated from traditional search engines, and SEO determined who got found first. Now the traffic is increasingly coming from AI crawlers and agents that demand structured data within the often-unstructured Web that was built for humans. As a business, to continue to stay ahead, now is the time to cons
Cursor agent best practices
Coding agents are changing how software gets built. Models can now run for hours, complete ambitious multi-file refactors, and iterate until tests pass. But getting the most out of agents requires understanding how they work and developing new patterns. This guide covers techniques for working with Cursor's agent. Whether you're new to agentic coding or looking to learn how our team uses Cursor, w
Docker Sandboxes: Run Claude Code and More Safely
We introduced Docker Sandboxes in experimental preview a few months ago. Today, we’re launching the next evolution with microVM isolation, available now for macOS and Windows. We started Docker Sandboxes to answer the question: How do I run Claude Code or Gemini CLI safely? Sandboxes provide disposable, isolated environments purpose-built for coding agents. Each agent runs in an isolated version o
Claude Codeã§5分ã§ãšã‚“ã もん解説動画を作るï¼ï½œNaoki |電電猫猫
AIã¨å¯¾è©±ã™ã‚‹ã ã‘ã§ã€Œãšã‚“ã もん×ã‚ãŸã‚“ã€ã®ç´¹ä»‹å‹•ç”»ã‚’作æˆã™ã‚‹æ–¹æ³• ― Remotion + VOICEVOX テンプレート解説 Claude Code x Remotion x VOICEVOXã§ãšã‚“ã もん解説動画を5分ã§ä½œã‚Œã‚‹ã‚ˆã†ã«ã—㟠「Claude Codeã®v2.1.19ã®ã‚¢ãƒ—デ内容ã§è§£èª¬å‹•ç”»ä½œã£ã¦ã€ã£ã¦ã„ã†ã ã‘ã§ãšã‚“ã ã‚‚ã‚“ã®è§£èª¬å‹•ç”»ä½œã‚Œã‚‹ã€‚誰ã§ã‚‚リãƒã‚¸ãƒˆãƒªã‚³ãƒ”ーã—ãŸã‚‰ã™ã使ãˆã‚‹ã€‚ スクショã¨ã‹ã‚‚使ãˆã‚‹ã—ã€PDFã®è³‡æ–™ã§ãƒ—レゼン動画もã™ãã§ãã‚‹ pic.twitter.com/hrn0PAfV6V — 電電猫猫/ Naoki (@nya3_neko2) January 24, 2026 ã¯ã˜ã‚ã«ï¼šMac環境ã«ãŠã‘る動画制作ã®èª²é¡ŒWindowsユーザーã§ã‚ã‚Œã°ã€ã€Œã‚†ã£ãりムービーメーカー（YMM）ã€ã¨ã„ã†é¸æŠžè‚¢ãŒã‚ã‚Šã¾ã™ã€‚ãšã‚“ã ã‚‚ã‚“ã‚„ã‚ãŸã‚“ã¨ã„ã£ãŸã‚ャラクターを使ã£ãŸè§£èª¬å‹•ç”»ã‚’ã€æ¯”
Claude Code with Anthropic API compatibility · Ollama Blog
Claude Code with Anthropic API compatibility January 16, 2026 Ollama v0.14.0 and later are now compatible with the Anthropic Messages API, making it possible to use tools like Claude Code with open-source models. Run Claude Code with local models on your machine, or connect to cloud models through ollama.com. Using Claude Code with Ollama Claude Code is Anthropic’s agentic coding tool that lives i
Introducing: React Best Practices - Vercel
We've encapsulated 10+ years of React and Next.js optimization knowledge into react-best-practices, a structured repository optimized for AI agents and LLMs. React performance work is usually, well, reactive. A release goes out, the app feels slower, and the team starts chasing symptoms. That’s expensive, and it’s easy to optimize the wrong thing. We’ve seen the same root causes across production
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GitHub - Piebald-AI/claude-code-system-prompts: All parts of Claude Code's system prompt, 18 builtin tool descriptions, sub agent prompts (Plan/Explore/Task), utility prompts (CLAUDE.md, compact, statusline, magic docs, WebFetch, Bash cmd, security review
The Wrong Work, Done Beautifully
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