LangGraph 1.0：别再用 DAG 写 Agent 了，你的 Agent 需要一个操作系统

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 ...

‘The Sopranos’ Creator David Chase, Sharon Horgan, ‘Succession’ DoP Andrij Parekh ...

The Sopranos' creator David Chase will join Horgan, Debbie McWilliams, 'Succession' DoP and producers of 'Nomadland' & 'The ...

STRC: It's Yielding 14%+ For A Reason

Strategy Inc.’s 9% Series A Perpetual Stretch Preferred (STRC) offers a 14.3% forward yield after a recent dividend hike and ...

AMERICA TODAY: 3 Million Overlords And 300 Million Serfs

A deep dive into wealth and income inequality in America reveals stark disparities affecting society.
Visual Studio Magazine

Spring AI 2.0 Goes GA, Giving Java Developers a More Mature AI App Stack

Spring AI 2.0 advances the Java framework for generative AI apps with a Spring Boot 4 baseline, cleaner agentic tooling, Model Context Protocol support and vendor-backed integrations including Azure ...
Tech Times

Most AI Models Would Run Your Company Into the Ground, Princeton’s CEO-Bench Finds

Princeton’s CEO-Bench gave 14 AI models $1 million to run a simulated SaaS startup for 500 days. Most went bankrupt or lost ...

Meet Mahi Malhani: Class 12 Delhi student builds TRASHbot, an AI waste-sorting robot with ...

A Delhi schoolgirl, Mahi Malhani, developed TRASHbot, an AI-powered robot to tackle litter. Inspired by a visit to Sundar ...

In Test: Elixir's 1.20 New Intelligent Type System

Report do def user_age_to_string(user) do Integer.to_string(user.age) end end # An anderer Stelle im Projekt: Report.user_age_to_string(%{age: "42"}) Integer.to_string/1 is Elixir's usual notation for ...

10 Best Movies Of The '70s, According To IMDb

According to IMDb users who rate movies on the platform, these are the 10 best films of the 1970s, a landmark decade for ...
Tech Times

Open-Source Coding Model Ornith-1.0 Writes Its Own Training Scaffold in Reinforcement Learning

Open-source agentic coding model Ornith-1.0, released today under the MIT license, uses a self-improving reinforcement ...
cryptopolitan

Microsoft, Google patch flaws as Cordyceps spread across open-source repositories

Security researchers at Novee found over 300 exploitable CI/CD workflow chains across repositories belonging to Microsoft, Google, Apache, Cloudflare, and the Python Software Foundation. The flaws ...