Dev Tools · 1h ago
Open-source pipeline turns one video into posts across all platforms
A developer built an automated content engine that takes a single video recording and produces platform-optimized clips, captions, blog posts, social threads, and quote cards. The pipeline uses Vizard API for clipping, ffmpeg for music, PostPeer for distribution, and any LLM for text generation. The reference architecture is open-sourced on GitHub.
Meridian48 take
The project is a practical example of automating repetitive content workflows, but its reliance on third-party APIs and manual approval steps limits full autonomy.
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I built a content engine that turns one video into posts on every platform →
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content-automationopen-source