<ul data-eligibleForWebStory="false"><li>Built Goliath-YT Automated engine for creating YouTube Shorts from long-form content.</li><li>Orchestrated workflow efficiently with file-based caching, precise timestamps, and optimized clipping.</li><li>Despite efficiency, project rendered worthless due to YouTube's policy update on repetitive content.</li><li>The lesson learned from the failed project might be more valuable than the automation engine.</li></ul>

I build Goliath-YT Automation engine and now it’s worth nothing…

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