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learning deep-dive

The Conference as a Content Factory: AI Engineer's Structural Advantage

AI Engineer reached 600,000 YouTube subscribers in under three years not because it mastered video production, but because it barely needs to produce videos at all: recordings from eight conferences a year create an inexhaustible supply of YouTube material. The real constraint on content creation is structure, not skill.

tech guide

How Does the YouTube to NotebookLM Extension Work? Reverse Engineering and Cross-Tab Architecture Dissected

NotebookLM has no official API. This extension works by combining three techniques: reverse-engineered Google batchexecute RPC calls, DOM scraping, and cross-tab message passing.