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作者分享了实际构建 AI 代理的经验，指出真实落地远比线上演示复杂：集成现有软件、处理杂乱数据、维护成本和人工复核才是主要难点，并建议从小任务逐步自动化。
The article questions whether AI voice agents have been successfully deployed in production beyond impressive demos, highlighting the gap between demo performance and real-world reliability.
A blog post summarizing a panel at the Dutch-Belgian DataBase Day, which discussed practical data systems problems often ignored by academic research, such as variable-length string handling, unrealistic benchmarks, and networking challenges.