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.
聚焦全球优秀创业者，项目融资率接近97%，领跑行业
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DataWorks Copilot 支持用户以自然语言描述分析需求（如“找出近30天销售额最高的商品”），系统自动解析语义，生成 SQL 或 Python 脚本，并推荐可视化图表。集成 Qwen Code Agent 后，可理解复杂业务逻辑，输出结构化代码与执行步骤，实现从“人工编码”到“智能生成”的跃迁。，详情可参考同城约会
Йешильгез-Зегериус отметила, что для принятия такого решения необходимо учитывать конкретные обстоятельства, формат военной операции и наличие соответствующего мандата.