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I just gave a workshop at @aiDotEngineer in London on building real multi-agent systems. The best part was hearing people laugh, interrupt us with questions.. You could feel they were following, thinking, and pushing on the ideas with us. Even better, a lot of people came to talk to us after the workshop with great feedback. That was a bit crazy and surreal, honestly. Together with Paul Iusztin, we shared a hands-on workshop with code, slides, and soon a full video on how to build: • a deep research agent • a LinkedIn writing workflow • an evals layer to improve the whole system What I like most is that this is not agent hype. Or claw-something. It is a practical case study on building scoped agentic systems with MCP and Claude Skills to replace workflows we used to have. Something we actually use. Also, the hardest part was not presenting it. It was preparing, then preparing again, then preparing again. Huge thanks to @pauliusztin_ and the @towards_AI team for building this with me, and to @swyx for making this happen in Europe. Have you ever taught something live and immediately felt whether the room was with you or not? It’s one of the best feeling you can have! #AIEurope