agent

记录炼云小说工厂 v0.1 的开源过程，以及我对 AI 长篇写作、agent 工作流和可观察生产系统的一些想法。

When one agent becomes many agents, the bottleneck moves from model capability to task, context, permission, state, and acceptance management.

Context rot is not one disease. Long-context distraction and poisoned-context inertia need different product and engineering responses.

My working model for context engineering: the industry moved from adding more context, to pricing every token, to letting agents decide what should enter the working set.

一次实时语音语言学习 agent 的产品复盘，记录 YouTube 素材、Gemini Live API、hints、replan、记忆和 agentic 对话体验的取舍。