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architecture

4 published posts under this topic.

YouChannel: Agent Loops, YouTube Data, and the Cost of Real-Time Learning

A code-led postmortem of YouChannel, an open-source YouTube language-learning product built around bounded agent loops, YouTube Data API reads, Gemini video analysis, Gemini Live practice, Supabase, Fastify, and pg-boss.

 炼云小说工厂 v0.1：我想把 AI 写作做成一个生产系统

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。

 Context Engineering Is Moving from Manual Packing to Agent Judgment

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.

 Before Choosing an Agent Memory Framework

A practical framework for agent memory: decide who the memory is for, what should be remembered, how long it should last, and how it will be retrieved before picking a tool.