The resulting script is available here, and it worked first try to scrape up to 20,000 videos (the max limit). The resulting Python script has very Pythonic code quality following the copious rules provided by the AGENTS.md, and it’s more robust than my old script from 2021. It is most definitely not the type of output I encountered with Sonnet 4.5. There was a minor issue however: the logging is implemented naively such that the API key is leaked in the console. I added a rule to AGENTS.md but really this is the YouTube API’s fault for encouraging API keys as parameters in a GET request.
If you’re a casual college basketball fan, an option like Sling may be a good fit for you. It's a comprehensive sporting service with a wide range of benefits, but you will need to be careful when selecting your plan. The Orange and Blue packages give you access to FOX, NBC, ABC, ESPN, and more in local markets — for $45.99 per month (with an introductory deal of 50% off for the first month) — but for access to ACC Network, SEC Network, Big Ten Network, and more, you'll need the Sports Extra package. We recommend checking your local market to ensure you get access to the channels you actually want.
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从信息输入角度分析，我们大致能了解三款 AI 硬件的设计思路和运行方式，但想要这套 AI 硬件系统好用，还有一个比技术更棘手、甚至可以说决定生死的难题——交互。
全新发布 ChatBI 模块，用户可通过自然语言提问完成数据探索与分析。系统基于语义理解与 SQL 生成能力，自动调用底层引擎执行查询，并以可视化图表返回结果，实现“所问即所得”的智能分析体验，提升业务人员数据使用效率。
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