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product

2 published posts under this topic.

Zota: From YouChannel to Memory-Led Practice Surfaces

A code-led walkthrough of Zota as the successor to YouChannel: session memory design, context compaction, and model-generated frontend surfaces rendered by stable Next.js components.

 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.