DAG 不是 Agent 编排的答案，它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核：调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了？ 去年我在一个项目里写了这样一个 Agent：让它调研一个 GitHub 仓库，读 READM ...

Claude Code dynamic workflows are now generally available on all paid plans, including Pro for the first time. The feature writes its own orchestration scripts and coordinates up to 1,000 parallel ...

【本文由小黑盒作者@风与纸片人啊于06月30日发布，转载请标明出处！】 AI自动操作 自动配图  自动生成桌面word — — — — — — — — — — 全网都在聊 AI 写代码。 提到 Codex，多数人第一反应还是"那个会写代码的 AI"。

Seed 2.1 Pro围绕一个16×16 PE的Tiny NPU Tile，连续运行近18个小时，经历9轮迭代，最终完成了6个核心模块、1303行RTL代码！ 就在刚刚，又一个新版国产模型来了。 这次的主角是字节——Seed 2.1系列。 火山引擎总裁，谭待这个版本一共包含2个模型，分别是Doubao-Seed-2.1 ...

There are a lot of Metrolinx jobs currently available in Toronto and the GTA. You can earn up to $168,000 a year or $43 an hour if you get hired for some positions.

Three popular plugins served malicious JavaScript through a compromised CDN.

In a supply chain attack, attackers install backdoors through the WordPress plugins OptinMonster, TrustPulse, and PushEngage.

There are multiple ways to type a Hyphen, En dash, and Em dash in Microsoft Word on a Windows 11/10 PC. In this post, we will cover the following methods in detail: Word’s built-in keyboard shortcuts ...

Google AI Studio lets users test Gemini models, build apps, generate media, and export code. Here’s what it does, costs, and where it falls short. For years, building software meant setting up local ...

WordPress 7.0 "Armstrong," released May 20, 2026, arrived without the real-time collaborative editing feature that had been its stated centerpiece for months — and within two days of launch, a ...

Oliver Sild, founder of Patchstack WordPress security company, shared concerns about the security of AI API keys in WordPress 7.0, sharing that there “will be an absolute rush by hackers to steal API ...