I never post memes, but this so perfectly nails vibe coding I had to https://youtube.com/shorts/v7AoKWTTe9k

This tutorial shows you how to access this brand-new coding model via RooCode Cloud absolutely free for the next 7 days.

In this video, I walk you through a no-code RAG (Retrieval-Augmented Generation) workflow I built using n8n. I’ll show you how I take YouTube video transcripts, store them in a Supabase vector database, and enrich them with metadata like video titles, URLs, and timestamps. This allows the RAG agent to tell me exactly where the retrieved answer came from — including which video, the link to that video, and even the moment in the video it pulled the data from. I also break down what metadata is, why it matters, and how it dramatically improves retrieval accuracy and context. If you’re building any kind of AI assistant or agent, this will be a foundational concept to understand — and I make it as simple and practical as possible. Google Sheet Template

For a deeper discussion on this workflow and AI Agents, let's chat here. In this video, I walk you through a complete n8n workflow that automates the creation of faceless, long-form YouTube videos—perfect for growing a channel while you sleep. We're generating Top 10-style ranking videos completely autonomously using a powerful combo of: 🧠 n8n for automation 🎥 JSON2Video for auto-generating visuals 🗣️ ElevenLabs for realistic AI voiceovers By the end, you'll have a system that takes a topic, finds ranked content, and turns it into a full YouTube video—hands-free. Google Sheet Template