本期节目探讨了AI助手的“自信笨蛋”问题，指出其在生产环境中可能犯错，并提出应以确定性代码而非依赖其他AI进行约束。同时强调不应过度拟人化LLM，应视其为“词袋”。节目还批评了GitHub Actions缺乏锁文件导致的不确定性与安全隐患。 随后，介绍了多款复古和极简工具，如Turtletoy、Damn Small Linux 2024，以及Emacs作为窗口管理器的硬核玩法。还分享了多层广告屏蔽策略，包括浏览器扩展、DNS过滤和云端VPN。 最后，讨论了IBM收购Confluent引发的社区担忧，以及一项利用地球热辐射在夜间发电的创新技术。
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