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Harness Engineering 为什么是 Agent 时代的“控制论”?
海外独角兽· 2026-03-18 04:17
1948 年,Norbert Wiener 将这种模式命名为控制论(cybernetics)。 因此,真正值得追问的问题或许不是"AI 会不会取代程序员",而是:当反馈回路终于能够在"架构 决策"这一层闭合时,工程师需要做什么,才能让这套机制真正运转起来? 作者:George Zhang(OpenClaw 维护者 ) 本文是 George Zhang 对 Harness engineering 的解读,原文发布于他的 X。 今年 2 月,OpenAI 发布了一篇文章 Harness engineering: leveraging Codex in an agent-first world , 描述了一种新的工作方式:工程师不再直接编写代码,而是设计环境、制定规则,让 agent 在其中 完成编码。 这篇文章很快在技术圈引发了广泛讨论。有人认为这是软件工程的终结,也有人觉得不过是新的炒 作。事实上,围绕 AI coding 的叙事一直在演化:从最早的 prompt engineering,到 context engineering,再到如今的 harness engineering,工程师的关注点逐渐从"如何与 ...
X @Xeer
Xeer· 2026-03-02 13:14
A friend of mine has been a software engineer for 10 years$160k salary, gud company, stable lifeI told him a 13 year old on CT with 100k followers is making moreJust by copy pasting opinions of others about crypto every dayWithout a degree, no manager, no 9-5, no taxesHe told me "that's not a real job"Do you think i ragebaited him???i simply told him the truth kek ...
X @Anthony Pompliano 🌪
Anthony Pompliano 🌪· 2026-02-27 18:25
Narrative violation:Job postings for software engineers are rapidly rising. https://t.co/gU11FSyZT3 ...
Who Wins the AI Coding War? | Codex Product Lead
20VC with Harry Stebbings· 2026-02-21 15:00
You still need software engineers today. You still need designers. I'm a PM.Do you need PMs. You know, you can have some fun jokes about that. I don't think you need them.>> Today, joining us in the hot seat, we have Alexander and Bericos, product lead for codeex at OpenAI. This is an incredible discussion. Time to get the notebook out.For me, the most exciting future with AI is one where everyone just feels like a superhuman, like empowered by AI. And for that, we need tools that everyone feels fluent with ...
Mustafa Suleyman sets out Microsoft AI's goal of 'humanist superintelligence' | FT #shorts
Financial Times· 2026-02-12 08:10
You talk about super intelligence. Most of your rivals talk about AGI, artificial general intelligence. Explain the difference between AGI and super intelligence.>> I prefer the definition that focuses first on what would it take to build a system that could achieve most of the tasks that a regular professional in a workplace goes about on a daily basis. Think of it as a professionalgrade AGI. >> How close are we.I think that we're going to have a human level performance on most if not all professional task ...
X @Nick Szabo
Nick Szabo· 2026-02-12 05:49
RT Andrew Ireland (@AndrewIrelandIN)Taxpayer-funded Purdue University is hiring ANOTHER foreign software engineer on a H-1B visa.Does anyone believe no qualified American could do this job for $149,000 a year? The same school has graduated tens of thousands of computer science students.This has to stop. https://t.co/eYmoxU00tj ...
Salt Lake City man ready to quit $200K job for side hustle. Ramsey Show hosts say it's not his job that needs to change
Yahoo Finance· 2026-02-04 21:10
Core Insights - The article discusses the challenges faced by individuals considering turning side hustles into full-time jobs, highlighting the importance of financial stability and mindset shifts before making such a transition [1][3]. Group 1: Side Hustle Trends - Side hustles are increasingly common due to rising housing costs and inflation, with 36% of Americans reportedly having one as of 2024 [4]. - A significant portion of side hustlers (51.4%) earn only 0 to 20% of their monthly income from these ventures, indicating that many side hustles do not provide a sustainable income [5]. Group 2: Financial Considerations - Only 1% of side hustlers earn more than $4,000 a month, suggesting that most side hustles do not generate substantial income [4]. - Experts recommend having a financial cushion of six to twelve months of income saved from the side hustle before considering a full-time transition, to ensure sustainability and mitigate risks [5][6].
X @Anthropic
Anthropic· 2026-01-29 19:43
AI can make work faster, but a fear is that relying on it may make it harder to learn new skills on the job.We ran an experiment with software engineers to learn more. Coding with AI led to a decrease in mastery—but this depended on how people used it.https://t.co/lbxgP11I4I ...
EPAM and Cursor Announce Strategic Partnership to Build and Scale AI-Native Teams for Global Enterprises
Prnewswire· 2026-01-08 13:02
Core Insights - The partnership between EPAM and Cursor aims to accelerate clients' transformation into AI-Native technology organizations by leveraging EPAM's extensive engineering expertise and Cursor's integrated development environment (IDE) [1][2][3] Company Overview - EPAM Systems, Inc. has established itself as a leading global provider of digital engineering, cloud, and AI-enabled transformation services since its inception in 1993, focusing on addressing clients' transformation challenges through integrated strategy and technology consulting [5][8] - The company has been recognized for its excellence, being added to the S&P 500 and Forbes Global 2000 in 2021, and is noted as a top company in Information Technology Services within the Fortune 1000 [8] Partnership Details - The collaboration with Cursor is designed to enhance the adoption of AI coding tools within large enterprises, addressing challenges in full adoption and daily use of these tools [2][3] - EPAM's support for Cursor includes deploying AI-Native workflows across thousands of developers, integrating advanced AI models, and providing training and change management to facilitate the transition to AI-first environments [9] Industry Impact - The partnership is positioned to redefine software development practices, enabling organizations to embrace AI-native approaches that enhance productivity and drive sustainable transformation [3][6] - By combining EPAM's engineering capabilities with Cursor's innovative IDE, clients can expect measurable improvements in efficiency, adoption rates, and return on investment [3][9]