Built a production-grade AI content pipeline in n8n — looking for feedback
Hey everyone, Abdullah here 👋
I’ve been building production-grade n8n systems and recently finished an agency-level AI content pipeline. Thought this community might appreciate a real backend example instead of a toy demo.
What the system does:
• Frontend form → structured campaign request
• Backend n8n workflows handle generation, validation, and state tracking
• Human-in-the-loop approvals directly inside Slack (Approve / Reject buttons)
• Auto-scheduling after approval
• Simulated analytics ingestion (likes, comments, etc.) stored in DB
• Live status updates so teams don’t have to chase each other
Key focus areas were:
• Reliability (idempotency, state handling)
• No “prompt spaghetti”
• No forcing users into new dashboards
• Designed to plug into real teams (Slack, Notion, CRM, etc.)
I recorded a demo video walking through the frontend → n8n logic → Slack approvals → scheduling flow.
🎥 Demo video: https://www.youtube.com/watch?v=li3SiHrqIyM
Appreciate any feedback 🙏
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Built a production-grade AI content pipeline in n8n — looking for feedback
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