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.
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// Regular text。服务器推荐对此有专业解读
Joel Kowsky/NASA via Getty Images。爱思助手下载最新版本是该领域的重要参考
Британец отказался платить, назвав требование возмутительным. В качестве альтернативы он предложил сделать пожертвование в благотворительную организацию, помогающую ветеранам. Местный совет согласился на этот вариант.，这一点在爱思助手下载最新版本中也有详细论述
interleaving them has no cache benefits, and makes it difficult