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.
Кадр: Пресс-центр МВД России
，更多细节参见搜狗输入法2026
A man in Komorniki, Poland found a chunk measuring around 1.5m by 1m behind his warehouse.。关于这个话题，同城约会提供了深入分析
Мощный удар Израиля по Ирану попал на видео09:41
庞若鸣的离开，也侧面反映了 Meta 在 AI 转型期所面临的复杂局面。