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Dev.to
7/15/2026
Building a Semi-Automated Content Repurposing Pipeline with n8n

Building a Semi-Automated Content Repurposing Pipeline with n8n

Short summary

A practical guide to building an n8n workflow that fetches newly published articles, uses Claude/GPT APIs to generate platform-specific content variants, and writes drafts to a review queue instead of auto-publishing. The author emphasizes keeping a human in the loop to avoid platform penalties and catch subtle inaccuracies. Includes webhook setup, HTML extraction, LLM prompt examples, and Google Sheets integration code.

  • n8n pipeline fetches articles and uses LLM APIs to generate LinkedIn, Twitter/X, and newsletter drafts
  • Key design choice: automation stops at a review queue, not a publish endpoint, to avoid platform bans
  • Includes webhook config, HTML extraction, LLM API call examples, and Google Sheets integration

Generated with AI, which can make mistakes.

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