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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.
Стало известно об изменении военной обстановки в российском приграничье08:48，推荐阅读同城约会获取更多信息
从 F-Droid 下载安装 Termux（推荐使用 F-Droid 版本）
，详情可参考下载安装汽水音乐
早春二月，贵州乌江源百里画廊。
In this case, the code I thought was complex – the crypto, Merkle trees, and protocol gymnastics – was fine. It was the “trivial” line that killed performance.，推荐阅读币安_币安注册_币安下载获取更多信息