each new engineer arrives with no memory of what happened on the previous shift
这个比喻极其精准地揭示了长周期Agent的核心困境。上下文窗口的限制使得Agent如同失忆的轮班工程师。因此，设计Agent系统的本质，就是设计一套高效的“交接班”机制，让隐性的经验显性化。
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- Last 7 days
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www.anthropic.com www.anthropic.com
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mistral.ai mistral.ai
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Every prompt is a flag in disguise
这句话精准地概括了 CLI 工具现代化的核心原则。交互式提示虽然对人类友好，但对自动化脚本和 AI Agent 构成了不可逾越的障碍。将其转化为 flag，不仅是为 Agent 开门，更是强迫开发者理清“必需信息”的边界，从而设计出更健壮的接口。
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- Apr 2025
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www.youtube.com www.youtube.com
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the anthroposin makes sense less as a geoplanetary period than an historical period relating to humans is very anthropocentric issue and that means that Social science must be uh uh at the core of the challenges and the issue of the uh uh uh anthroposine uh question
for - key insight - social science must be at the core of the challenges of the Anthropocene
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