I completely ignored Anthropic’s advice and wrote a more elaborate test prompt based on a use case I’m familiar with and therefore can audit the agent’s code quality. In 2021, I wrote a script to scrape YouTube video metadata from videos on a given channel using YouTube’s Data API, but the API is poorly and counterintuitively documented and my Python scripts aren’t great. I subscribe to the SiIvagunner YouTube account which, as a part of the channel’s gimmick (musical swaps with different melodies than the ones expected), posts hundreds of videos per month with nondescript thumbnails and titles, making it nonobvious which videos are the best other than the view counts. The video metadata could be used to surface good videos I missed, so I had a fun idea to test Opus 4.5:
短短几周，成千上万亿美元的市值凭空消失。
But there are concerns about the large amounts of water and electricity needed to run them, including from gas-powered generators.，推荐阅读WPS下载最新地址获取更多信息
今天起，在 Gemini 应用和 Google 搜索框里，你都能顺手用上它。没有订阅方案的普通用户，24 小时内也能白嫖 100 张；而 Pro 订阅用户的额度则高达 1000 张。，这一点在51吃瓜中也有详细论述
My obligation as a professional coder is to do what works best, especially for open source code that other people will use. Agents are another tool in that toolbox with their own pros and cons. If you’ve had poor experiences with agents before last November, I strongly urge you to give modern agents another shot, especially with an AGENTS.md tailored to your specific coding domain and nuances (again here are my Python and Rust files, in conveient copy/paste format).。搜狗输入法下载对此有专业解读
彼时，指导脱贫；如今，谋划振兴。跨越10多年，两次看柚子，“三农”工作重心已经实现历史性转移。