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Dev.to
Dev.to
6/25/2026
I built a content engine that turns one video into posts on every platform

I built a content engine that turns one video into posts on every platform

Short summary

A developer built an open-source system automating content distribution from a single video into 5+ platform formats: clips, captions, music-mixed videos, and social posts across all major platforms, plus blog posts and audience-specific variants. The modular pipeline uses Vizard (clipping/transcription), PostPeer (distribution), and n8n (orchestration) with a human approval stage. Source code available on GitHub.

  • Automates repurposing one video into clips, captions, music-mixed content, and social posts across 5+ platforms
  • Uses modular pipeline (Vizard, PostPeer, n8n) that can be adopted piece-by-piece
  • Open-source reference architecture with human approval gate before publishing

Generated with AI, which can make mistakes.

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