How to build an agent with MD files

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You're still building automations the hard way, or even worse, not building them at all, because it is too complex

Dragging nodes. Debugging JSON. Googling error messages at midnight. Meanwhile, the businesses moving fastest right now are handing Claude a plain-English description of what they need — and getting a production-ready n8n workflow back in minutes.

This isn't theory. This is what Jérémy Grandillon does every single day for revenue teams across Europe.

In this session, Jérémy will walk you through the exact process he uses to go from a business problem to a fully deployed n8n automation — using nothing but Claude. You'll see the actual conversation, the prompts, the back-and-forth, and the finished workflow. No slides. No fluff. Just a live build from start to finish.

The specific use case: a lead nurturing system. Someone downloads your lead magnet, and an automated sequence kicks in — scoring the lead, personalizing follow-ups, and triggering the right message at the right time. The kind of workflow that used to take a developer two weeks to build. Jérémy ships it in one Claude session.

Jérémy Grandillon is the founder of TC9, a GTM automation consultancy based in Paris. With 60,000+ LinkedIn followers and a reputation as one of Europe's leading voices on AI-powered revenue operations, he's a HubSpot for Startups GTM Mentor and the organizer of France's Clay Cup nomination events. When it comes to using AI to build the systems that drive pipeline, Jérémy is the real deal.

In this session, you'll discover:

- How to describe a business workflow to Claude and get a working n8n automation back — no coding required
- Why old-school automation tools like n8n are more relevant than ever in the age of AI agents
- The exact prompting approach Jérémy uses to get Claude to build, troubleshoot, and fix n8n workflows
- How to build a complete lead nurturing sequence — from lead magnet download to personalized follow-up — in a single session
- When to use rigid automation vs. AI agents (and why the answer is usually both)
- How to handle compliance, data privacy, and production-grade reliability when AI builds your workflows
- The tools and setup you need to start building automations with Claude today

If you've been doing automation the manual way — or worse, not automating at all — this episode will change how you think about what's possible.

About Leveraging AI

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