The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
12月2日，《咬文嚼字》编辑部发布“2025年十大流行语”：①韧性;②具身智能;③苏超;④赛博对账;⑤数字游民;⑥谷子;⑦预制××;⑧活人感;⑨××基础，××不基础;⑩从从容容、游刃有余，匆匆忙忙、连滚带爬。
。Line官方版本下载对此有专业解读
Russell Brandom has been covering the tech industry since 2012, with a focus on platform policy and emerging technologies. He previously worked at The Verge and Rest of World, and has written for Wired, The Awl and MIT’s Technology Review.
2.6 ELU（Exponential Linear Unit），详情可参考safew官方下载
Read full article，这一点在旺商聊官方下载中也有详细论述
工程插件用于撰写总结、事故响应协调和部署清单制定。