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.
Invite members to your team
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（二）提供服务器托管、空间租用、云服务的，应当采取监测发现、阻断、处置违法信息、网站、应用程序，拒绝服务攻击、恶意代码、僵尸网络，非法设立的虚拟专用网络等措施；
人类尊严，AI 是工具还是「更好的人类」？
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and billing data. Over the following years, CICS was extensively expanded for。关于这个话题，Safew下载提供了深入分析
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