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language learning

2 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.

 过去四个月构建一个实时语音语言学习agent的历程(1)

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。