<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Agent on Joey's AI Lab</title><link>https://www.399041.xyz/tags/agent/</link><description>Recent content in Agent on Joey's AI Lab</description><generator>Hugo</generator><language>zh</language><copyright>Joey</copyright><lastBuildDate>Fri, 09 Oct 2026 02:14:00 +0800</lastBuildDate><atom:link href="https://www.399041.xyz/tags/agent/index.xml" rel="self" type="application/rss+xml"/><item><title>AI 不是笨,是瞎:企业级 Agent 记忆的三个设计决策</title><link>https://www.399041.xyz/posts/tessl-agent-memory-design/</link><pubDate>Fri, 09 Oct 2026 02:14:00 +0800</pubDate><guid>https://www.399041.xyz/posts/tessl-agent-memory-design/</guid><description>Tessl 工程博客:存主张而非片段、时间和缺失要显式、权限在模型运行前决定。消融实验里,禁止说「不知道」把 30 次诚实拒绝变成了 30 个编造的答案。</description></item><item><title>定时跑的 Claude:Managed Agents 每日简报智能体的六个组件</title><link>https://www.399041.xyz/posts/claude-managed-agents-daily-brief/</link><pubDate>Fri, 09 Oct 2026 02:08:00 +0800</pubDate><guid>https://www.399041.xyz/posts/claude-managed-agents-daily-brief/</guid><description>Anthropic 发了 Claude Managed Agents 的定时简报参考实现:来源、目标、智能体、计划、记忆、护栏六个组件,书签代替时间窗口,发送确认后才推进状态。</description></item><item><title>能付钱的 Agent:LangChain 用 Stripe Link 和托管深度智能体搭了个 Restock</title><link>https://www.399041.xyz/posts/langchain-restock-agent-payments/</link><pubDate>Fri, 09 Oct 2026 01:59:00 +0800</pubDate><guid>https://www.399041.xyz/posts/langchain-restock-agent-payments/</guid><description>LangChain 开源 Restock:Slack 里的办公用品采购 Agent,搜真实商品、建购物车、经 Stripe Link 钱包付款。核心设计是模型永远接触不到支付机密。</description></item><item><title>Google 开源 AQuA:常驻生产环境、给 Agent 做体检的质量智能体</title><link>https://www.399041.xyz/posts/google-aqua-ambient-quality-agent/</link><pubDate>Fri, 09 Oct 2026 01:50:00 +0800</pubDate><guid>https://www.399041.xyz/posts/google-aqua-ambient-quality-agent/</guid><description>Google 开源 AQuA:五阶段流水线采样生产轨迹、聚类验证失败模式、定位到代码行,实测单智能体每会话成本约 0.007 美元。</description></item></channel></rss>