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.
We run these benchmarks for individual companies tooPrivate dashboards showing how AI agents recommend your tool vs. competitors, across real codebases. See exactly where you win and where you lose.
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Раскрыты подробности о договорных матчах в российском футболе18:01，推荐阅读WPS下载最新地址获取更多信息
这次应邀与才华横溢的插画家尧立女士合作，携手推出音画册《九色鹿》（中国少年儿童出版社出版），用视听融合的方式把九色鹿的故事传递给孩子和家长们，我感到极其荣幸。因为我觉得敦煌留给世界的不只是古老的壁画，还有信念，对慈悲的信念，对善良的信念，对大自然的爱与对和平的向往。正是这样的信念，让中华民族长久以来在世界上受人尊敬，也正是这样的文化遗产让世界友人向往中国、向往敦煌，聆听中华文明的故事。
需要注意的是，整个过程中，Gemini 不需要打开相册和短信 App，甚至没离开 Gemini App，而是通过 AppFunctions，把对应入口抓取到 Gemini 之中执行操作，效率更高。