In this special episode, I’m joined by Emilija Gjorgjevska, Gus Pelogia, Tom Winter, and Sara Taher for a discussion on vibe coding, the fast-emerging approach to building tools, automations and workflows using natural language and AI.We break down how SEOs can now “code without coding,” why logic and system thinking are more important than syntax, and how to avoid the trap of automating things you don’t understand. This episode is packed with practical examples, tool recommendations, and honest reflections on what’s working (and what’s not) in the world of AI and SEO.Topics include:- What is vibe coding - and how is it changing SEO development?- AI agents, embeddings, clustering, and automation without being a developer- The difference between real innovation vs “LLM wrappers”- Open source tools, internal linking graphs, and building SOPs with AI- How SEOs at every level can start experimenting with AI workflowsHuge thanks to my fantastic guests:Emilija Gjorgjevska – https://www.linkedin.com/in/emilijagjorgjevska/ https://github.com/martech-engineer/WebKnoGraphhttps://github.com/seontology/seontologyGus Pelogia – https://www.linkedin.com/in/gpelogia/Tom Winter – https://www.linkedin.com/in/tom-winter/ & https://seowind.io/Sara Taher – https://www.linkedin.com/in/sara-seo-specialist/ & https://www.sara-taher.com/Tools Discussed:ChatGPT - https://chatgpt.com/Claude Code - https://www.anthropic.com/claude-codePerplexity - https://www.perplexity.ai/Gemini (Google) - https://gemini.google.com/appGoogle AI Studio - https://aistudio.google.com/prompts/new_chatNotebookLM - https://notebooklm.google.com/Replit - https://replit.com/Streamlit - https://streamlit.io/Relay.App - https://www.relay.app/Screaming Frog - https://www.screamingfrog.co.uk/Zapier - https://zapier.com/Google Colab - https://colab.research.google.com/GitHub -https://github.com/Related Videos: https://www.youtube.com/watch?v=2ZiPEOFnK1ohttps://www.youtube.com/watch?v=vWrH8oop8RU&t=1979s