Multi‑AI agent systems are moving from novelty to necessity for teams building complex, real‑world AI applications. When done right, they unlock parallelism, specialized reasoning, and resilience. When done wrong, they amplify cost, latency, and failure cascades. This blog lays out a pragmatic blueprint—grounded in current research and...