Why complex enterprise workflows require teams of specialized AI agents working in concert rather than a single massive model. For the past few years, the prevailing approach to building AI applications was simple: take the largest, most capable Large Language Model (LLM) available, craft a detailed prompt, and ask it to perform an entire end-to-end task. Whether it was writing a complete software feature, conducting market research, or drafting a comprehensive legal report, we expected a ...