THE DELANCEY Group

AI automation is great at handling repetitive tasks, but the real challenge shows up when you try to plug those tools into larger, production-level systems. That’s when architecture, data flow, and scalability become way more important than just “does the model work.” When I was figuring out how these pieces actually connect, I found a couple of resources that helped me see the bigger picture, including the guide by Limeup . They explain how complex platforms are structured in a practical, down-to-earth way that actually matches real-world development.