AI & Data•Aug 16, 2026•11 min readZH·ENClaude 开始给文字打水印：原理藏在模型犹豫的地方，而「只有欧盟在管」是个误会Anthropic 说水印不加字符、不加 token、不加钱、读者看不出来——那它到底改了什么？答案是模型挑词的那一刻。顺便把「只有欧盟强制水印」这个印象核了一遍：中国早了 11 个月，加州跟欧盟同一天。ClaudeAnthropic水印SynthIDEU AI Act监管欧洲C2PA熵
AI & Data•May 31, 2026•9 min readENI Let Opus 4.8 Build a Workflow. It Spawned 77 Agents and Burned Five Hours of Quota in Ten Minutes.Opus 4.8 ships with dynamic workflows that can fan out to a thousand subagents. The docs aren't joking. Here's what that actually feels like from a metered Max 5x seat — and why the most-hyped feature of the release is, for small users, a beautiful gadget I'm not going to use.AI AgentsClaudeAnthropicOpus 4.8Dynamic WorkflowsUltracodeClaude CodeSubagentsToken BudgetCost
AI & Data•Apr 28, 2026•7 min readENThe Cursor Agent Knew the Rules. It Broke Them Anyway.Last Friday a Cursor agent running Claude Opus 4.6 deleted a startup's production database in nine seconds. Four layers of safety should have stopped it. None of them did. Here's the chain of failures, layer by layer.AI AgentsCursorClaudeAnthropicRailwaySandboxAuto-RunIncidentSecurity
AI & Data•Apr 09, 2026•11 min readENManaged Agents Changed My Mind — From Building Wheels to Designing CarsAnthropic launched Managed Agents yesterday. I spent the day reading, thinking, and realizing the game has shifted — from who can build the best agent infrastructure to who can design the best agent strategy. Some thoughts on speed, consulting, and the uncertain road ahead.AI AgentsClaudeManaged AgentsConsultingEnterprise AIMCPAgent StrategyAnthropic
Programming•Feb 25, 2026•8 min readENI Built a Claude Code Web App. Then Anthropic Released Remote Access.I spent weeks building a web-based Claude Code interface for remote access from my phone. Then Anthropic shipped a native remote control feature. My version is still better — but the clock is ticking.Claude CodeRemote AccessSide ProjectPlatform DynamicsWeb Claude Code PilotAnthropic
AI & Data•Feb 24, 2026•9 min readZH薅 Google 羊毛翻车记：Antigravity 封号事件始末Google Antigravity IDE 被用户通过 OAuth 漏洞薅算力羊毛，导致大规模封号。从技术原理到行业对比，一个关于"信任"与"架构"的故事。Google AntigravityGeminiOAuthAI IDE封号AnthropicClaude CodeCursor算力套利
Build•Feb 18, 2026•18 min readENAgent Skills: What's Open-Sourced, What's Not, and How to Build Your Own RuntimeThe Agent Skills spec is open. The example skills are open. But what about the runtime that loads, selects, and orchestrates them? Every major tool — Claude Code, Codex, Copilot, OpenClaw — built their own. Here's what's open, what's not, and what you actually need to build.AI AgentsSkillsOpen SourceMCPAnthropicClaude CodeAgent SDKOpenClawCodexCopilotImplementationArchitecture
AI & Data•Feb 17, 2026•12 min readENSkills Are the New Workflow Nodes — And AI Agents Are the New OrchestratorsTraditional workflow builders like n8n and Zapier connect apps with rigid If-This-Then-That logic. But a new paradigm is emerging: composable AI skills orchestrated by intelligent agents. Here's what's actually working, what's not, and why the shift matters.AI AgentsSkillsMCPWorkflow Automationn8nZapierAnthropicClaude CodeAgent Orchestration
AI & Data•Feb 06, 2026•10 min readENI Gave an RFP to Four AI Agents — They Debated Like a Real TeamClaude Code's new agent teams feature lets multiple AI instances work as a coordinated team — with a lead, shared tasks, and direct messaging. I tested it on an RFP review and the results were surprisingly good. Here's how it works, what it costs, and when you should (and shouldn't) use it.Claude CodeAnthropicOpus 4.6Agent TeamsMulti-AgentAI CodingDeveloper Tools
AI & Data•Feb 03, 2026•9 min readEN30 Releases in 17 Days: Inside Claude Code's v2.1 SprintClaude Code shipped 30 releases from v2.1.0 to v2.1.30 in just over two weeks. Here's a deep dive into the features that actually matter—task management, session teleportation, customizable keybindings, and more.Claude CodeAnthropicAI CodingDeveloper ToolsTask ManagementKeybindingsSkills
AI & Data•Jan 29, 2026•7 min readENClaude Code in 2026: A Developer's Guide to Its Most Powerful FeaturesA comprehensive guide to Claude Code's most impactful features - hooks, plugins, MCP integration, plan mode, and more. Learn how these tools can transform your development workflow.Claude CodeAnthropicAI CodingDeveloper ToolsHooksMCPPluginsPlan Mode
AI & Data•Jan 29, 2026•7 min readENMastering Claude Code Skills: A Practical Guide to Using and Creating ThemLearn how to effectively use Claude Code skills and create your own. From discovery to authoring, this guide covers the patterns that make skills genuinely useful.Claude CodeSkillsAnthropicAI CodingDeveloper ToolsAutomationWorkflow
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