Dennis Hannusch 需要一个内部播客录制工具。按 NVIDIA 的隐私合规要求,采购类似 Riverside 的外部软件要走安全审查、数据处理协议、合规检查,周期以周计。然后他把 Codex 指向了这个问题。几个小时后,应用已经跑起来了,视频和音频录制功能全部通过 Codex 桌面端的计
When Dennis Hannusch needed an internal podcast recording app at NVIDIA, his first thought was not to build one. The privacy constraints meant procuri
Most companies deploying AI coding tools follow the same script: buy licenses, distribute them to engineers, wait for adoption metrics. Sea Limited is
When an AI agent can run arbitrary shell commands on your machine, the question is not whether it will make a mistake, but how you contain the blast r
当一个 AI Agent 可以在你的机器上执行任意 shell 命令时,问题不在于它会不会犯错,而在于你如何控制爆炸半径。OpenAI 的 Codex 赋予编码 Agent 正是这种能力:读取文件、写入代码、运行测试、安装依赖、执行 shell 命令。Agent 需要真实的系统访问权限才能完成有意义