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13-year-old with little coding experience earns over 18,000 yuan from AI study tool_我的网站

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一 | (ECNS) -- A 13-year-old girl from Shanghai with little programming experience earned more than 18,000 yuan ($2,680) in net income from an AI-powered study tool, placing third at a 48-hour sales competition in Hangzhou. The Markethon, held from Friday to Sunday, brought together more than 50 teams. Instead of being judged by a panel, the participating AI products were ranked based on their actual sales performance. Zhu Shuhan’s tool, “Zaichang”, leverages an uploaded photo of a parent to generate a virtual study companion. When the camera detects the child using a phone or stepping away from their desk, the virtual parent will issue a voice reminder. The tool also produces a focus-tracking report upon completion of each study session. Zhu first encountered AI about a year ago and said she knows little about programming. She developed the tool's core functions in three to four days by describing her ideas to a large language model, which helped organize the logic and generate code. The product received nearly 90 orders during the competition. Most were sold through livestreams and short videos promoted by Zhu’s mother, a Douyin livestreamer. (By Intern Yang Hongran, Zhang Dongfang) 。

　一键部署OpenClaw 选好了服务商，接下来就是选配置。

二 | 这一篇帮你搞清楚：不同用途到底需要多强的服务器。

三 | OpenClaw对硬件的基本要求其实不算高。最低配置是2核CPU + 2GB内存 + 40GB SSD存储，就能让一个基础版的OpenClaw跑起来。但注意，这个“跑起来”指的是最精简的文字对话模式——没有网页浏览、没有多任务并发、没有浏览器自动化。一旦你开启了更复杂的功能，资源需求会迅速增加。尤其是浏览器自动化功能（通过Chromium操作网页），每开一个会话就可能吃掉2GB到4GB的内存。具体怎么选？我们按使用场景来分：轻度场景（个人聊天助手）：配置2核4GB内存、50GB系统盘就够用了。适合接入微信、飞书或Telegram，日常回消息、查资料、记笔记，偶尔跑一跑定时任务。建议选4GB内存，比2GB从容很多。中度场景（多Agent协作 + 浏览器自动化）：需要4核8GB内存起步。这种配置能同时运行多个Agent，每个Agent可以独立处理不同任务，或者用浏览器自动化完成爬数据、填表单、订票等操作。