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.
突出一个“实”字，就要避免“虚”，就要力戒形式主义，力戒“面子工程”。。关于这个话题，搜狗输入法2026提供了深入分析
。关于这个话题，快连下载-Letsvpn下载提供了深入分析
NYT Strands spangram hint: Is it vertical or horizontal?Today's NYT Strands spangram is vertical.。业内人士推荐im钱包官方下载作为进阶阅读
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