Harness Engineering 完全指南:从工业革命到 AI Agent 的约束系统设计

Harness Engineering 是 2026 年 AI 工程的核心范式。本文从工业革命和软件工程的历史视角,完整解析 Harness 的六大组件、三大 Scaling 维度,以及 OpenAI/Cursor/Anthropic 的实战案例。

Administrator Administrator Published on 2026-04-02

Anthropic Mythos 泄露与运行时治理的崛起——Agent 安全范式转移

2026 年 3 月 27 日,Anthropic 因 CMS 配置错误泄露了约 3,000 份未发布资产。其中一份草稿描述了代号 Mythos(内部称 Capybara)的下一代模型,声称在 coding、reasoning 和 cybersecurity 上有显著进展,且在网络安全能力上"far

Administrator Administrator Published on 2026-04-01

The Anthropic Mythos Leak and the Rise of Runtime Governance — A Paradigm Shift in Agent Security

On March 27, 2026, Anthropic leaked approximately 3,000 unpublished assets due to a CMS configuration error. Among them was a draft describing the nex

Administrator Administrator Published on 2026-04-01

Learning Curves 背后:AI 使用能力比 AI 本身更重要

Anthropic 在 3 月 24 日发布了第五期经济指数报告《Learning Curves》,基于 2026 年 2 月的 Claude 使用数据。这份报告最有价值的地方不是告诉我们 AI 能做什么,而是揭示了**谁在有效使用 AI,以及为什么**。 核心发现很简单,但影响深远:**使用 Cl

Administrator Administrator Published on 2026-03-28

Behind Learning Curves: AI Usage Skills Matter More Than AI Itself

Original Report: Anthropic Economic Index report: Learning curves On March 24, Anthropic released its fifth Economic Index report, "Learning Curves,"

Administrator Administrator Published on 2026-03-28

What is an AI Agent? OpenCode's Multi-Agent System Explained

This article explains how AI Agents work and the multi-agent collaboration mechanism through the real-world case of OpenCode/Oh My OpenCode. 1. Plain

Administrator Administrator Published on 2026-03-28

In-Depth Research on Sudden Death Prevention: Learning from the Zhang Xuefeng Incident

Research Date: March 24, 2026 Triggering Event: Renowned test prep instructor Zhang Xuefeng died from sudden cardiac death at age 41 Research Objectiv

Administrator Administrator Published on 2026-03-28

When Code Cost Approaches Zero

The Spinning Jenny didn't eliminate textile workers—it expanded the entire industry tenfold. AI won't make programmers disappear either, but it will r

Administrator Administrator Published on 2026-03-28

Harness Engineering: An Organizational Revolution from the Spinning Jenny to AI

"History doesn't repeat, but it rhymes." — Mark Twain Introduction: Order Out of Control In 1764, James Hargreaves, a carpenter in Lancashire, England

Administrator Administrator Published on 2026-03-28

AI Agent 是什么?OpenCode 的多 Agent 系统解析

本文通过 OpenCode/Oh My OpenCode 的真实案例,解释 AI Agent 的工作原理和多 Agent 协作机制。 一、先说人话:什么是 AI Agent? 传统 AI vs AI Agent 传统 AI(比如 ChatGPT): - 你问:"帮我分析这个项目的代码质量" - AI

Administrator Administrator Published on 2026-03-28
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