From Single Loops to Multi-Agent Teams: A Four-Level Roadmap for Building Production AI Agents
Most coverage of agentic AI starts at the top of the ladder: multi-agent teams, orchestration frameworks, swarms of specialists negotiating with each other. But the engineers actually shipping these systems tend to describe a different reality.