JPMorgan VP Builds Free Automated System to Run 9 YouTube Channels Daily

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A JPMorgan vice president has shared a zero-cost automated content pipeline that manages nine YouTube channels with daily uploads and no manual effort. The system chains together free tools including Ollama or Gemini for AI scripting, Google Cloud Text-to-Speech for voiceovers, Pexels for images, and MoviePy for video assembly. Uploads are scheduled automatically via macOS launch daemons, with one configuration file per channel set to trigger at a fixed daily time. Google Cloud TTS alone offers four million free characters per month, keeping the total monthly cost at zero. The full source code has been published on GitHub for anyone to replicate the setup.

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