Presentation: What I Learned Building Multi-Agent Systems From Scratch

Paulo Arruda discusses Shopify’s evolution in AI adoption, moving from simple chat tools to a sophisticated swarm of specialized agents. He explains the transiti

Key takeawayThis matters because developer tooling changes can speed up how teams build and operate AI systems.