个人助理

Microsoft gives Copilot another makeover, adding an Autopilot agent and usage-based billing

Microsoft is splitting its Copilot app into three sections: Home, Code, and a new agent called "Autopilot." Built on OpenClaw, the agent runs continuously in the cloud, where it can monitor Teams channels and complete tasks on its own, according to Microsoft. For Autopilot and Co

🤖 Your agent, whose interests?

Meta launched Muse earlier this month. It soon became the top free iPhone app in the US. It is a cousin of Instinct , the invite-only assistant you text, and of OpenClaw agents like my AI chief of staff, R Mini Arnold . Jolly, Muse’s digital avatar, is just cuter, and probably ea

OpenClaw test audit 技能：通过四问机制过滤无效测试

📌 一句话摘要 作者分享 OpenClaw 的 `test audit` 技能，该技能要求 Agent 在编写测试前先回答四个必要性问题，以判断是否应添加测试，从而避免生成无用的垃圾代码。 📝 详细摘要 针对 AI 编程中常见的“为了测试而测试”现象，作者指出 OpenClaw 提供了一个名为 `test audit` 的技能。其核心逻辑是强制 Agent 在写测试前进行自我审查，通过回答四个关于必要性的问题来决定是否添加测试。只有判断通过的测试才会被写入，旨在从源头遏制低质量、冗余的单元测试生成。 💡 主要观点 引入前置审查机制以抑制 AI 生成无效测

Goodbye Grok bot? Claude just released a competitor

Muse sure looks a lot like OpenClaw

We seem to be entering into an AI agent renaissance. Meta's new consumer-facing AI agent, Muse, topped the App Store charts soon after its release and has 600,000 daily active users in the US, by an Apptopia estimate. And AI agent platform Instinct, whose eponymous creator is fun

MCP was always a bad idea?

My comment on MCP was always a bad idea? — Hacker News. This article entirely misses the value that MCP brings today. Sure, there's almost no reason to use MCPs if you are running a full-blown terminal agent (Claude Code, Codex, Meta Muse, OpenClaw etc) with unfettered internet a