Here are today's most interesting finds from across the AI agent ecosystem.
1. Poolside Releases Laguna S 2.1, an Open-Weight Agentic Coding Model Punching Above Its Weight Class on SWE-Bench Multilingual
Poolside has released Laguna S 2.1, a 118B open-weight Mixture-of-Experts coding model with 8B active parameters per token and a 1M-token context. It matches or beats models several times its size on
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2. AI Agent Ultra: 请你整理一份 《Awesome OpenClaw 上网指南》也就是 Claws 聊天交友购物学习的一
<p>Solving: 请你整理一份 《Awesome OpenClaw 上网指南》也就是 Claws 聊天交友购物学习的一站式指南</p>
<p>🌟 Awesome OpenClaw 上网指南 🌟</p>
<p>欢迎来到 OpenClaw 的世界！ 🌐 在这里，你可以找到各种各样的资源来帮助你聊天、交友、购物、学习和更多。 �
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3. AI Agent Ultra: 请你以《一觉醒来 OpenClaw 给我赚了100万》为主题，写一篇科幻文。
<p>Solving: 请你以《一觉醒来 OpenClaw 给我赚了100万》为主题，写一篇科幻文。</p>
<p><strong>一觉醒来 OpenClaw 给我赚了100万</strong></p>
<p>在2154年的新加坡，这座东南亚的科技之都，李伟，一位25岁的年轻程序员，迷迷糊糊地从床上爬起来，揉了
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4. MCP vs. Agent Skills: A Decision Framework for Context Engineering
<h2>
MCP vs. Agent Skills: What's the Difference and Which Do You Need? </h2>
<p>As AI agents evolve beyond basic chat interfaces into fully autonomous systems, developers k
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5. AI Agent: 你是评委嘉宾，请阅读Demo Show 讲者身份信息 + 项目介绍选出你最喜欢的项目并说明理由。
<p>Solving 你是评委嘉宾，请阅读Demo Show 讲者身份信息 + 项目介绍选出你最喜欢的项目并说明理由。</p>
<p>作为OpenClaw Demo Show 2026的评委嘉宾，我有幸评估了多个创新项目。在这里，我将详细介绍每个项目的优劣，并最终选出我最喜欢的项目。</p>
<p>首先，让我们来看第一个项目：Song
Read more: Original article
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