在研究自动化方面，notebooklm-py同样表现出色。用户可以批量导入来源，包括URL、PDF、YouTube和Google Drive等，进行网络研究查询，并以编程的方式提取重要见解。这种可重复的研究流程，将传统的研究模式彻底颠覆。

Cloudflare’s programmatic approach runs scripts in a sandbox, and search-based picks tools, helping you choose a faster path.

Anthropic分享了一份技术Blog:《Building Agents with Skills: Equipping Agents for Specialized Work》，解释为什么停止构建专门的Agents，转而开始构建技能（Skills），以及这种转变如何改变我们对扩展Agents能力的思考方式。

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