covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...
本内容遵循CC 4.0 BY-SA版权协议 本文系统剖析ReAct、Loop、Graph三大Agent架构模式:ReAct实现推理与工具调用交替的显式循环;Loop通过生成-评估-优化闭环提升输出质量;Graph以状态机方式实现可编排、可观测、可测试的工程化流程。文章对比三者控制流特性、适用 ...
看到商店里的气泡水,助手记得家中已喝完,才有理由主动提醒补货;同一条记忆在上课时出现,就可能变成打扰。Meta 参与的 MemoProAgent(原名 ProPerAgent)研究这类“不等人提问”的助手。 看到商店里的气泡水,助手记得家中已喝完,才有理由主动提醒补货;同一条记忆在上课时出现,就可能变成打扰。Meta 参与的 MemoProAgent(原名 ProPerAgent)研究这类“不等人 ...
TypeScript 连续第二年位居 GitHub 最受欢迎编程语言榜首,Python 紧随其后;Rust 的社区规模一年翻倍,成为增长最快的主流语言之一。与此同时,AI 参与度与语言增长之间也呈现出值得玩味的关联。 对于 Go、Rust 和 TypeScript 开发者而言,这份报告传递了哪些信号?AI Agent 时代,编程语言的竞争逻辑是否正在发生变化? 过去一年,GitHub ...
DeepSeek Harness(dsh)插件精选列表。 DeepSeek Harness 是 DeepSeek 开源的 agent harness——既是可直接运行的 Coding Agent(提供 Web 与 headless 两种形式),底层又是一套「一切皆插件」的框架:模型、工具、沙箱、会话存储、UI、乃至 Agent Loop 本身都是插件。插件既可以扩展 ...
dsh-app-boot 是 dsh profile(包括 Python 运行时 wheel 包所含的 CLI(命令行界面))背后的共享 Loader 启动库。它加载环境层、组合 profile 组合包与 patch、启动每个插件,再返回运行中的应用,或指出失败插件与原因。产品应用使用 dsh launcher 而不发布单独 bin;直接配置 ...
Yoru: The loop I was running on the page suddenly slowed down when I moved the tab to the background.AI Assistant: Chrome ...
A realistic roadmap to learn JavaScript for web development, from your first console.log to your first real project, without ...
Claude Official: "How the Claude Code team uses Claude Code." Claude Tag, routines, workflows, and "letting go of features you've built"Photo by David Clode on UnsplashAbout this series In our sister ...
Liverpool conceded "cheap" and "messy" goals in their defeat by Fenerbahce, says boss Andoni Iraola, as former Reds hero Dirk ...
I am experiencing persistent technical problems with the OpenAI API Platform that prevent me from reliably managing my API organisation and projects. The most serious issue is that newly created ...
QKS Group announced today that it has named AuraQuantic as a leader in the SPARK Matrix™: Low Code Application Development ...
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